Optimal Extension of Error Correcting Output Codes. - Sergio Escalera; Oriol Pujol; Petia Radeva (CCIA, 2006)

Decoding of Ternary Error Correcting Output Codes. - Sergio Escalera; Oriol Pujol; Petia Radeva (CIARP, 2006)

ECOC-ONE: A Novel Coding and Decoding Strategy. - Sergio Escalera; Oriol Pujol (ICPR (3), 2006)

Forest Extension of Error Correcting Output Codes and Boosted Landmarks. - Sergio Escalera; Oriol Pujol; Petia Radeva (ICPR (4), 2006)

Multi-class Binary Object Categorization Using Blurred Shape Models. - Sergio Escalera; Alicia Fornés; Oriol Pujol; Josep Lladós 001; Petia Radeva (CIARP, 2007)

Complex Salient Regions for Computer Vision Problems. - Sergio Escalera; Petia Radeva; Oriol Pujol (CVPR, 2007)

Hand Drawn Symbol Recognition by Blurred Shape Model Descriptor and a Multiclass Classifier. - Alicia Fornés; Sergio Escalera; Josep Lladós 001; Gemma Sánchez; Joan Mas (GREC, 2007)

Report on the Third Contest on Symbol Recognition. - Ernest Valveny; Philippe Dosch; Alicia Fornés; Sergio Escalera (GREC, 2007)

Robust Complex Salient Regions. - Sergio Escalera; Oriol Pujol; Petia Radeva (IbPRIA (2), 2007)

Handwritten Symbol Recognition by a Boosted Blurred Shape Model with Error Correction. - Alicia Fornés; Sergio Escalera; Josep Lladós 001; Gemma Sánchez; Petia Radeva; Oriol Pujol (IbPRIA (1), 2007)

Traffic sign classification using error correcting techniques. - Sergio Escalera; Petia Radeva; Oriol Pujol (VISAPP (2), 2007)

Boosted Landmarks of Contextual Descriptors and Forest-ECOC: A novel framework to detect and classify objects in cluttered scenes. - Sergio Escalera; Oriol Pujol; Petia Radeva (Pattern Recognit. Lett., 2007)

IVUS tissue characterization with sub-class error-correcting output codes. - Sergio Escalera; Oriol Pujol; Josepa Mauri; Petia Radeva (CVPR Workshops, 2008)

Separability of ternary Error-Correcting Output Codes. - Sergio Escalera; Oriol Pujol; Petia Radeva (ICPR, 2008)

Error-Correcting output coding for chagasic patients characterization. - Sergio Escalera; Oriol Pujol; Petia Radeva (ICPR, 2008)

Sub-class Error-Correcting Output Codes. - Sergio Escalera; Oriol Pujol; Petia Radeva (ICVS, 2008)

Loss-Weighted Decoding for Error-Correcting Output Coding. - Sergio Escalera; Oriol Pujol; Petia Radeva (VISAPP (2), 2008)

Detection of Complex Salient Regions. - Sergio Escalera; Oriol Pujol; Petia Radeva (EURASIP J. Adv. Signal Process., 2008)

Subclass Problem-Dependent Design for Error-Correcting Output Codes. - Sergio Escalera; David M. J. Tax; Oriol Pujol; Petia Radeva; Robert P. W. Duin (IEEE Trans. Pattern Anal. Mach. Intell., 2008)

An incremental node embedding technique for error correcting output codes. - Oriol Pujol; Sergio Escalera; Petia Radeva (Pattern Recognit., 2008)

Contextual-Guided Bag-of-Visual-Words Model for Multi-class Object Categorization. - Mehdi Mirza-Mohammadi; Sergio Escalera; Petia Radeva (CAIP, 2009)

Generic Object Recognition in Urban Image Databases. - Xavier Baró; Sergio Escalera; Petia Radeva; Jordi Vitrià (CCIA, 2009)

Text Detection in Urban Scenes. - Sergio Escalera; Xavier Baró; Jordi Vitrià; Petia Radeva (CCIA, 2009)

Measuring Interest of Human Dyadic Interactions. - Sergio Escalera; Oriol Pujol; Petia Radeva; Jordi Vitrià (CCIA, 2009)

Dominance detection in face-to-face conversations. - Sergio Escalera; R. M. Martinez; Jordi Vitrià; Petia Radeva; María Teresa Anguera (CVPR Workshops, 2009)

Multi-modal laughter recognition in video conversations. - Sergio Escalera; Eloi Puertas; Petia Radeva; Oriol Pujol (CVPR Workshops, 2009)

Quality Enhancement Based on Reinforcement Learning and Feature Weighting for a Critiquing-Based Recommender. - Maria Salamó; Sergio Escalera; Petia Radeva (ICCBR, 2009)

Multi-class Binary Symbol Classification with Circular Blurred Shape Models. - Sergio Escalera; Alicia Fornés; Oriol Pujol; Petia Radeva (ICIAP, 2009)

Circular Blurred Shape Model for symbol spotting in documents. - Sergio Escalera; Alicia Fornés; Oriol Pujol; Alberto Escudero; Petia Radeva (ICIP, 2009)

Visual content layer for scalable object recognition in urban image databases. - Xavier Baró; Sergio Escalera; Petia Radeva; Jordi Vitrià (ICME, 2009)

Recoding Error-Correcting Output Codes. - Sergio Escalera; Oriol Pujol; Petia Radeva (MCS, 2009)

Blurred Shape Model for binary and grey-level symbol recognition. - Sergio Escalera; Alicia Fornés; Oriol Pujol; Petia Radeva; Gemma Sánchez; Josep Lladós 001 (Pattern Recognit. Lett., 2009)

Separability of ternary codes for sparse designs of error-correcting output codes. - Sergio Escalera; Oriol Pujol; Petia Radeva (Pattern Recognit. Lett., 2009)

Traffic Sign Recognition Using Evolutionary Adaboost Detection and Forest-ECOC Classification. - Xavier Baró; Sergio Escalera; Jordi Vitrià; Oriol Pujol; Petia Radeva (IEEE Trans. Intell. Transp. Syst., 2009)

Intravascular Ultrasound Tissue Characterization with Sub-class Error-Correcting Output Codes. - Sergio Escalera; Oriol Pujol; Josepa Mauri; Petia Radeva (J. Signal Process. Syst., 2009)

Classifying Objects at Different Sizes with Multi-Scale Stacked Sequential Learning. - Eloi Puertas; Sergio Escalera; Oriol Pujol (CCIA, 2010)

Spatio-Temporal GrabCut human segmentation for face and pose recovery. - Aura Hernandez; Miguel Reyes; Sergio Escalera; Petia Radeva (CVPR Workshops, 2010)

Modelling and analyzing multimodal dyadic interactions using social networks. - Sergio Escalera; Petia Radeva; Jordi Vitrià; Xavier Baró; Bogdan Raducanu (ICMI-MLMI, 2010)

Adding Classes Online in Error Correcting Output Codes Framework. - Sergio Escalera; David Masip; Eloi Puertas; Petia Radeva; Oriol Pujol (ICPR, 2010)

Symbol Classification Using Dynamic Aligned Shape Descriptor. - Alicia Fornés; Sergio Escalera; Josep Lladós 001; Ernest Valveny (ICPR, 2010)

Automatic Detection of Dominance and Expected Interest. - Sergio Escalera; Oriol Pujol; Petia Radeva; Jordi Vitrià; María Teresa Anguera (EURASIP J. Adv. Signal Process., 2010)

Error-Correcting Ouput Codes Library. - Sergio Escalera; Oriol Pujol; Petia Radeva (J. Mach. Learn. Res., 2010)

Traffic sign recognition system with beta -correction. - Sergio Escalera; Oriol Pujol; Petia Radeva (Mach. Vis. Appl., 2010)

On the Decoding Process in Ternary Error-Correcting Output Codes. - Sergio Escalera; Oriol Pujol; Petia Radeva (IEEE Trans. Pattern Anal. Mach. Intell., 2010)

Re-coding ECOCs without re-training. - Sergio Escalera; Oriol Pujol; Petia Radeva (Pattern Recognit. Lett., 2010)

Biologically Inspired Turn Control for Autonomous Mobile Robots. - Xavier Perez-Sala; Cecilio Angulo; Sergio Escalera (CCIA, 2011)

Adaboost GPU-based Classifier for Direct Volume Rendering. - Oscar Amoros; Sergio Escalera; Anna Puig (GRAPP, 2011)

Automatic user interaction correction via Multi-label Graph cuts. - Antonio Hernández-Vela; Carlos Primo; Sergio Escalera (ICCV Workshops, 2011)

Featureweighting in dynamic timewarping for gesture recognition in depth data. - Miguel Reyes; Gabriel Dominguez; Sergio Escalera (ICCV Workshops, 2011)

Human Behavior Analysis from Video Data Using Bag-of-Gestures. - Víctor Ponce-López; Mario Gorga; Xavier Baró; Sergio Escalera (IJCAI, 2011)

Biologically Inspired Path Execution Using SURF Flow in Robot Navigation. - Xavier Perez-Sala; Cecilio Angulo; Sergio Escalera (IWANN (2), 2011)

Introducing the Separability Matrix for Error Correcting Output Codes Coding. - Miguel Ángel Bautista 001; Oriol Pujol; Xavier Baró; Sergio Escalera (MCS, 2011)

Multi-class Multi-scale Stacked Sequential Learning. - Eloi Puertas; Sergio Escalera; Oriol Pujol (MCS, 2011)

Accurate and Robust Fully-Automatic QCA: Method and Numerical Validation. - Antonio Hernández-Vela; Carlo Gatta; Sergio Escalera; Laura Igual; Victoria Martin-Yuste; Petia Radeva (MICCAI (3), 2011)

OpenCL based machine learning labeling of biomedical datasets. - Oscar Amoros; Sergio Escalera; Anna Puig (Image-Guided Procedures, 2011)

Intelligent GPGPU Classification in Volume Visualization: A framework based on Error-Correcting Output Codes. - Sergio Escalera; Anna Puig; Oscar Amoros; Maria Salamó (Comput. Graph. Forum, 2011)

Online error correcting output codes. - Sergio Escalera; David Masip; Eloi Puertas; Petia Radeva; Oriol Pujol (Pattern Recognit. Lett., 2011)

Circular Blurred Shape Model for Multiclass Symbol Recognition. - Sergio Escalera; Alicia Fornés; Oriol Pujol; Josep Lladós 001; Petia Radeva (IEEE Trans. Syst. Man Cybern. Part B, 2011)

Traffic-Sign Recognition Systems. - Sergio Escalera; Xavier Baró; Oriol Pujol; Jordi Vitrià; Petia Radeva (Springer, 2011)

On the Design of Low Redundancy Error-Correcting Output Codes. - Miguel Ángel Bautista 001; Sergio Escalera; Xavier Baró; Oriol Pujol; Jordi Vitrià; Petia Radeva (Ensembles in Machine Learning Applications, 2011)

Efficient Pairwise Classification Using Local Cross Off Strategy. - Mohammad Ali Bagheri; Qigang Gao; Sergio Escalera (Canadian AI, 2012)

User Identification and Object Recognition in Clutter Scenes Based on RGB-Depth Analysis. - Albert Clapés; Miguel Reyes; Sergio Escalera (AMDO, 2012)

Human Behavior Analysis from Depth Maps. - Sergio Escalera (AMDO, 2012)

Survey on 2D and 3D Human Pose Recovery. - Xavier Perez-Sala; Sergio Escalera; Cecilio Angulo (CCIA, 2012)

Graph cuts optimization for multi-limb human segmentation in depth maps. - Antonio Hernández-Vela; Nadezhda Zlateva; Alexander Marinov; Miguel Reyes; Petia Radeva; Dimo Dimov 001; Sergio Escalera (CVPR, 2012)

Rough Set Subspace Error-Correcting Output Codes. - Mohammad Ali Bagheri; Qigang Gao; Sergio Escalera (ICDM, 2012)

Automatic Internal Segmentation of Caudate Nucleus for Diagnosis of Attention-Deficit/Hyperactivity Disorder. - Laura Igual; Joan Carles Soliva; Roger Gimeno; Sergio Escalera; Oscar Vilarroya; Petia Radeva (ICIAR (2), 2012)

BoVDW: Bag-of-Visual-and-Depth-Words for gesture recognition. - Antonio Hernández-Vela; Miguel Ángel Bautista 001; Xavier Perez-Sala; Víctor Ponce-López; Xavier Baró; Oriol Pujol; Cecilio Angulo; Sergio Escalera (ICPR, 2012)

Supervised brain segmentation and classification in diagnostic of Attention-Deficit/Hyperactivity Disorder. - Laura Igual; Joan Carles Soliva; Antonio Hernández-Vela; Sergio Escalera; Oscar Vilarroya; Petia Radeva (HPCS, 2012)

A Genetic Inspired Optimization for ECOC. - Miguel Ángel Bautista 001; Sergio Escalera; Xavier Baró; Oriol Pujol (SSPR/SPR, 2012)

Probability-Based Dynamic Time Warping for Gesture Recognition on RGB-D Data. - Miguel Ángel Bautista 001; Antonio Hernández-Vela; Víctor Ponce-López; Xavier Perez-Sala; Xavier Baró; Oriol Pujol; Cecilio Angulo; Sergio Escalera (WDIA, 2012)

Posture Analysis and Range of Movement Estimation Using Depth Maps. - Miguel Reyes; Albert Clapés; Sergio Escalera; José Ramírez; Juan R. Revilla (WDIA, 2012)

Automatic brain caudate nuclei segmentation and classification in diagnostic of Attention-Deficit/Hyperactivity Disorder. - Laura Igual; Joan Carles Soliva; Sergio Escalera; Roger Gimeno; Oscar Vilarroya; Petia Radeva (Comput. Medical Imaging Graph., 2012)

Human limb segmentation in depth maps based on spatio-temporal Graph-cuts optimization. - Antonio Hernández-Vela; Nadezhda Zlateva; Alexander Marinov; Miguel Reyes; Petia Radeva; Dimo Dimov 001; Sergio Escalera (J. Ambient Intell. Smart Environ., 2012)

Minimal design of error-correcting output codes. - Miguel Ángel Bautista 001; Sergio Escalera; Xavier Baró; Petia Radeva; Jordi Vitrià; Oriol Pujol (Pattern Recognit. Lett., 2012)

Social Network Extraction and Analysis Based on Multimodal Dyadic Interaction. - Sergio Escalera; Xavier Baró; Jordi Vitrià; Petia Radeva; Bogdan Raducanu (Sensors, 2012)

GrabCut-Based Human Segmentation in Video Sequences. - Antonio Hernández-Vela; Miguel Reyes; Víctor Ponce-López; Sergio Escalera (Sensors, 2012)

Accurate Coronary Centerline Extraction, Caliber Estimation, and Catheter Detection in Angiographies. - Antonio Hernández-Vela; Carlo Gatta; Sergio Escalera; Laura Igual; Victoria Martin-Yuste; Manel Sabate; Petia Radeva (IEEE Trans. Inf. Technol. Biomed., 2012)

Increasing Retrieval Quality in Conversational Recommenders. - Maria Salamó Llorente; Sergio Escalera Guerrero (IEEE Trans. Knowl. Data Eng., 2012)

Logo Recognition Based on the Dempster-Shafer Fusion of Multiple Classifiers. - Mohammad Ali Bagheri; Qigang Gao; Sergio Escalera (Canadian AI, 2013)

Quantitative Analysis of Non-Verbal Communication for Competence Analysis. - Alvaro Cepero; Albert Clapés; Sergio Escalera (CCIA, 2013)

Automatic Hand Detection in RGB-Depth Data Sequences. - Vitaliy Konovalov; Albert Clapés; Sergio Escalera (CCIA, 2013)

Actions in Context: System for People with Dementia. - Àlex Pardo; Albert Clapés; Sergio Escalera; Oriol Pujol (CitiSens, 2013)

Tri-modal Person Re-identification with RGB, Depth and Thermal Features. - Andreas Møgelmose; Chris Bahnsen; Thomas B. Moeslund; Albert Clapés; Sergio Escalera (CVPR Workshops, 2013)

Human Body Segmentation with Multi-limb Error-Correcting Output Codes Detection and Graph Cuts Optimization. - Daniel Sánchez 005; Juan Carlos Ortega; Miguel Ángel Bautista 001; Sergio Escalera (IbPRIA, 2013)

Multi-modal descriptors for multi-class hand pose recognition in human computer interaction systems. - Jordi Abella; Raúl Alcaide; Anna Sabaté; Joan Mas; Sergio Escalera; Jordi Gonzàlez 001; Coen Antens (ICMI, 2013)

ChaLearn multi-modal gesture recognition 2013: grand challenge and workshop summary. - Sergio Escalera; Jordi Gonzàlez 001; Xavier Baró; Miguel Reyes; Isabelle Guyon; Vassilis Athitsos; Hugo Jair Escalante; Leonid Sigal; Antonis A. Argyros; Cristian Sminchisescu; Richard Bowden; Stan Sclaroff (ICMI, 2013)

Multi-modal gesture recognition challenge 2013: dataset and results. - Sergio Escalera; Jordi Gonzàlez 001; Xavier Baró; Miguel Reyes; Oscar Lopes; Isabelle Guyon; Vassilis Athitsos; Hugo Jair Escalante (ICMI, 2013)

Multi-modal social signal analysis for predicting agreement in conversation settings. - Víctor Ponce-López; Sergio Escalera; Xavier Baró (ICMI, 2013)

A Framework towards the Unification of Ensemble Classification Methods. - Mohammad Ali Bagheri; Qigang Gao; Sergio Escalera (ICMLA (2), 2013)

Intelligent Interactive Volume Classification. - Sergi Grau; Anna Puig; Sergio Escalera; Maria Salamó (PG (Short Papers), 2013)

Efficient complementary viewpoint selection in volume rendering. - Sergi Grau; Anna Puig; Sergio Escalera; Maria Salamó; Oscar Amoros (WSCG, 2013)

Automatic digital biometry analysis based on depth maps. - Miguel Reyes; Albert Clapés; José Ramírez; Juan R. Revilla; Sergio Escalera (Comput. Ind., 2013)

Multi-Modal Human Behaviour Analysis from Visual Data Sources. - Sergio Escalera Guerrero (ERCIM News, 2013)

A genetic-based subspace analysis method for improving Error-Correcting Output Coding. - Mohammad Ali Bagheri; Qigang Gao; Sergio Escalera (Pattern Recognit., 2013)

Multi-modal user identification and object recognition surveillance system. - Albert Clapés; Miguel Reyes; Sergio Escalera (Pattern Recognit. Lett., 2013)

Contextual Rescoring for Human Pose Estimation. - Antonio Hernández-Vela; Sergio Escalera; Stan Sclaroff (BMVC, 2014)

ChaLearn Looking at People Challenge 2014: Dataset and Results. - Sergio Escalera; Xavier Baró; Jordi Gonzàlez 001; Miguel Ángel Bautista 001; Meysam Madadi; Miguel Reyes; Víctor Ponce-López; Hugo Jair Escalante; Jamie Shotton; Isabelle Guyon (ECCV Workshops (1), 2014)

Learning to Segment Humans by Stacking Their Body Parts. - Eloi Puertas; Miguel Ángel Bautista 001; Daniel Sánchez 005; Sergio Escalera; Oriol Pujol (ECCV Workshops (1), 2014)

Generic Subclass Ensemble: A Novel Approach to Ensemble Classification. - Mohammad Ali Bagheri; Qigang Gao; Sergio Escalera (ICPR, 2014)

A Framework of Multi-classifier Fusion for Human Action Recognition. - Mohammad Ali Bagheri; Gang Hu; Qigang Gao; Sergio Escalera (ICPR, 2014)

A computational framework for cancer response assessment based on oncological PET-CT scans. - Frederic Sampedro; Sergio Escalera; Anna Domenech; Ignasi Carrio (Comput. Biol. Medicine, 2014)

On the design of an ECOC-Compliant Genetic Algorithm. - Miguel Ángel Bautista 001; Sergio Escalera; Xavier Baró; Oriol Pujol (Pattern Recognit., 2014)

Continuous Generalized Procrustes analysis. - Laura Igual; Xavier Perez-Sala; Sergio Escalera; Cecilio Angulo; Fernando De la Torre (Pattern Recognit., 2014)

Probability-based Dynamic Time Warping and Bag-of-Visual-and-Depth-Words for Human Gesture Recognition in RGB-D. - Antonio Hernández-Vela; Miguel Ángel Bautista 001; Xavier Perez-Sala; Víctor Ponce-López; Sergio Escalera; Xavier Baró; Oriol Pujol; Cecilio Angulo (Pattern Recognit. Lett., 2014)

Iterative multi-class multi-scale stacked sequential learning: Definition and application to medical volume segmentation. - Frederic Sampedro; Sergio Escalera; Anna Puig (Pattern Recognit. Lett., 2014)

A Survey on Model Based Approaches for 2D and 3D Visual Human Pose Recovery. - Xavier Perez-Sala; Sergio Escalera; Cecilio Angulo; Jordi Gonzàlez 001 (Sensors, 2014)

Spherical Blurred Shape Model for 3-D Object and Pose Recognition: Quantitative Analysis and HCI Applications in Smart Environments. - Oscar Lopes; Miguel Reyes; Sergio Escalera; Jordi Gonzàlez 001 (IEEE Trans. Cybern., 2014)

Gesture and Action Recognition by Evolved Dynamic Subgestures. - Víctor Ponce-López; Hugo Jair Escalante; Sergio Escalera; Xavier Baró (BMVC, 2015)

Unsupervised Behavior-Specific Dictionary Learning for Abnormal Event Detection. - Huamin Ren; Weifeng Liu 002; Søren Ingvor Olsen; Sergio Escalera; Thomas B. Moeslund (BMVC, 2015)

Keep it accurate and diverse: Enhancing action recognition performance by ensemble learning. - Mohammad Ali Bagheri; Qigang Gao; Sergio Escalera; Albert Clapés; Kamal Nasrollahi; Michael B. Holte; Thomas B. Moeslund (CVPR Workshops, 2015)

ChaLearn Looking at People 2015 challenges: Action spotting and cultural event recognition. - Xavier Baró; Jordi Gonzàlez 001; Junior Fabian; Miguel Ángel Bautista 001; Marc Oliu; Hugo Jair Escalante; Isabelle Guyon; Sergio Escalera (CVPR Workshops, 2015)

Spatiotemporal analysis of RGB-D-T facial images for multimodal pain level recognition. - Ramin Irani; Kamal Nasrollahi; Marc Oliu Simon; Ciprian A. Corneanu; Sergio Escalera; Chris Bahnsen; Dennis H. Lundtoft; Thomas B. Moeslund; Tanja L. Pedersen; Maria-Louise Klitgaard; Laura Petrini (CVPR Workshops, 2015)

A new retexturing method for virtual fitting room using Kinect 2 camera. - Andres Traumann; Gholamreza Anbarjafari; Sergio Escalera (CVPR Workshops, 2015)

ChaLearn Looking at People 2015: Apparent Age and Cultural Event Recognition Datasets and Results. - Sergio Escalera; Junior Fabian; Pablo Pardo; Xavier Baró; Jordi Gonzàlez 001; Hugo Jair Escalante; Dusan Misevic; Ulrich Steiner; Isabelle Guyon (ICCV Workshops, 2015)

Gesture based human multi-robot interaction. - Gerard Canal; Cecilio Angulo; Sergio Escalera (IJCNN, 2015)

Improving bag of visual words representations with genetic programming. - Hugo Jair Escalante; José Martínez-Carranza; Sergio Escalera; Víctor Ponce-López; Xavier Baró (IJCNN, 2015)

ChaLearn looking at people 2015 new competitions: Age estimation and cultural event recognition. - Sergio Escalera; Jordi Gonzàlez 001; Xavier Baró; Pablo Pardo; Junior Fabian; Marc Oliu; Hugo Jair Escalante; Iván Huerta; Isabelle Guyon (IJCNN, 2015)

Design of the 2015 ChaLearn AutoML challenge. - Isabelle Guyon; Kristin P. Bennett; Gavin C. Cawley; Hugo Jair Escalante; Sergio Escalera; Tin Kam Ho; Núria Macià; Bisakha Ray; Mehreen Saeed; Alexander R. Statnikov; Evelyne Viegas (IJCNN, 2015)

Deep learning based super-resolution for improved action recognition. - Kamal Nasrollahi; Sergio Escalera; Pejman Rasti; Gholamreza Anbarjafari; Xavier Baró; Hugo Jair Escalante; Thomas B. Moeslund (IPTA, 2015)

Fractional Programming Weighted Decoding for Error-Correcting Output Codes. - Firat Ismailoglu; Ida G. Sprinkhuizen-Kuyper; Evgueni N. Smirnov; Sergio Escalera; Ralf Peeters (MCS, 2015)

Automatic non-verbal communication skills analysis: A quantitative evaluation. - Alvaro Cepero; Albert Clapés; Sergio Escalera (AI Commun., 2015)

Spatial codification of label predictions in multi-scale stacked sequential learning: a case study on multi-class medical volume segmentation. - Frederic Sampedro; Sergio Escalera (IET Comput. Vis., 2015)

HuPBA8k+: Dataset and ECOC-Graph-Cut based segmentation of human limbs. - Daniel Sánchez 005; Miguel Ángel Bautista 001; Sergio Escalera (Neurocomputing, 2015)

Combining local and global learners in the pairwise multiclass classification. - Mohammad Ali Bagheri; Qigang Gao; Sergio Escalera (Pattern Anal. Appl., 2015)

Generalized multi-scale stacked sequential learning for multi-class classification. - Eloi Puertas; Sergio Escalera; Oriol Pujol (Pattern Anal. Appl., 2015)

Multi-part body segmentation based on depth maps for soft biometry analysis. - Meysam Madadi; Sergio Escalera; Jordi Gonzàlez 001; F. Xavier Roca; Felipe Lumbreras (Pattern Recognit. Lett., 2015)

Non-verbal communication analysis in Victim-Offender Mediations. - Víctor Ponce-López; Sergio Escalera; Marc Pérez; Oriol Janés; Xavier Baró (Pattern Recognit. Lett., 2015)

Continuous Supervised Descent Method for Facial Landmark Localisation. - Marc Oliu; Ciprian A. Corneanu; László A. Jeni; Jeffrey F. Cohn; Takeo Kanade; Sergio Escalera (ACCV (2), 2016)

Action Recognition by Pairwise Proximity Function Support Vector Machines with Dynamic Time Warping Kernels. - Mohammad Ali Bagheri; Qigang Gao; Sergio Escalera (Canadian AI, 2016)

Spatiotemporal Facial Super-Pixels for Pain Detection. - Dennis H. Lundtoft; Kamal Nasrollahi; Thomas B. Moeslund; Sergio Escalera (AMDO, 2016)

RGB-D Segmentation of Poultry Entrails. - Mark Philip Philipsen; Anders Jørgensen; Sergio Escalera; Thomas B. Moeslund (AMDO, 2016)

Convolutional Neural Network Super Resolution for Face Recognition in Surveillance Monitoring. - Pejman Rasti; Tõnis Uiboupin; Sergio Escalera; Gholamreza Anbarjafari (AMDO, 2016)

ChaLearn Looking at People and Faces of the World: Face AnalysisWorkshop and Challenge 2016. - Sergio Escalera; Mercedes Torres; Brais Martínez; Xavier Baró; Hugo Jair Escalante; Isabelle Guyon; Georgios Tzimiropoulos; Ciprian A. Corneanu; Marc Oliu; Mohammad Ali Bagheri; Michel F. Valstar (CVPR Workshops, 2016)

ChaLearn Looking at People RGB-D Isolated and Continuous Datasets for Gesture Recognition. - Jun Wan 001; Stan Z. Li; Yibing Zhao; Shuai Zhou; Isabelle Guyon; Sergio Escalera (CVPR Workshops, 2016)

Overcoming Calibration Problems in Pattern Labeling with Pairwise Ratings: Application to Personality Traits. - Baiyu Chen; Sergio Escalera; Isabelle Guyon; Víctor Ponce-López; Nihar B. Shah; Marc Oliu Simon (ECCV Workshops (3), 2016)

SASE: RGB-Depth Database for Human Head Pose Estimation. - Iiris Lüsi; Sergio Escalera; Gholamreza Anbarjafari (ECCV Workshops (3), 2016)

ChaLearn LAP 2016: First Round Challenge on First Impressions - Dataset and Results. - Víctor Ponce-López; Baiyu Chen; Marc Oliu; Ciprian A. Corneanu; Albert Clapés; Isabelle Guyon; Xavier Baró; Hugo Jair Escalante; Sergio Escalera (ECCV Workshops (3), 2016)

A brief Review of the ChaLearn AutoML Challenge: Any-time Any-dataset Learning without Human Intervention. - Isabelle Guyon; Imad Chaabane; Hugo Jair Escalante; Sergio Escalera; Damir Jajetic; James Robert Lloyd; Núria Macià; Bisakha Ray; Lukasz Romaszko; Michèle Sebag; Alexander R. Statnikov; Sébastien Treguer; et al. (AutoML@ICML, 2016)

ChaLearn Joint Contest on Multimedia Challenges Beyond Visual Analysis: An overview. - Hugo Jair Escalante; Víctor Ponce-López; Jun Wan 001; Michael A. Riegler; Baiyu Chen; Albert Clapés; Sergio Escalera; Isabelle Guyon; Xavier Baró; Pål Halvorsen; Henning Müller; Martha A. Larson (ICPR, 2016)

Fusion of classifier predictions for audio-visual emotion recognition. - Fatemeh Noroozi; Marina Marjanovic; Angelina Njegus; Sergio Escalera; Gholamreza Anbarjafari (ICPR, 2016)

Spatio-temporal Pain Recognition in CNN-Based Super-Resolved Facial Images. - Marco Bellantonio; Mohammad A. Haque; Pau Rodríguez; Kamal Nasrollahi; Taisi Telve; Sergio Escalera; Jordi Gonzàlez 001; Thomas B. Moeslund; Pejman Rasti; Gholamreza Anbarjafari (VAAM/FFER@ICPR, 2016)

Human Head Pose Estimation on SASE Database Using Random Hough Regression Forests. - Iiris Lüsi; Sergio Escalera; Gholamreza Anbarjafari (VAAM/FFER@ICPR, 2016)

Support vector machines with time series distance kernels for action classification. - Mohammad Ali Bagheri; Qigang Gao; Sergio Escalera (WACV, 2016)

Automatic garment retexturing based on infrared information. - Egils Avots; Morteza Daneshmand; Andres Traumann; Sergio Escalera; Gholamreza Anbarjafari (Comput. Graph., 2016)

A real-time Human-Robot Interaction system based on gestures for assistive scenarios. - Gerard Canal; Sergio Escalera; Cecilio Angulo (Comput. Vis. Image Underst., 2016)

Improved RGB-D-T based face recognition. - Marc Oliu Simon; Ciprian A. Corneanu; Kamal Nasrollahi; Olegs Nikisins; Sergio Escalera; Yunlian Sun; Haiqing Li; Zhenan Sun; Thomas B. Moeslund; Modris Greitans (IET Biom., 2016)

Poselet-Based Contextual Rescoring for Human Pose Estimation via Pictorial Structures. - Antonio Hernández-Vela; Stan Sclaroff; Sergio Escalera (Int. J. Comput. Vis., 2016)

Multi-modal RGB-Depth-Thermal Human Body Segmentation. - Cristina Palmero; Albert Clapés; Chris Bahnsen; Andreas Møgelmose; Thomas B. Moeslund; Sergio Escalera (Int. J. Comput. Vis., 2016)

Challenges in multimodal gesture recognition. - Sergio Escalera; Vassilis Athitsos; Isabelle Guyon (J. Mach. Learn. Res., 2016)

Robust non-blind color video watermarking using QR decomposition and entropy analysis. - Pejman Rasti; Salma Samiei; Mary Agoyi; Sergio Escalera; Gholamreza Anbarjafari (J. Vis. Commun. Image Represent., 2016)

Survey on RGB, 3D, Thermal, and Multimodal Approaches for Facial Expression Recognition: History, Trends, and Affect-Related Applications. - Ciprian Adrian Corneanu; Marc Oliu Simon; Jeffrey F. Cohn; Sergio Escalera Guerrero (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

Guest Editors' Introduction to the Special Issue on Multimodal Human Pose Recovery and Behavior Analysis. - Sergio Escalera; Jordi Gonzàlez 001; Xavier Baró; Jamie Shotton (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

Segmentation of RGB-D indoor scenes by stacking random forests and conditional random fields. - Mikkel Thøgersen; Sergio Escalera; Jordi Gonzàlez 001; Thomas B. Moeslund (Pattern Recognit. Lett., 2016)

A Gesture Recognition System for Detecting Behavioral Patterns of ADHD. - Miguel Ángel Bautista 001; Antonio Hernández-Vela; Sergio Escalera; Laura Igual; Oriol Pujol; Josep Moya; Verónica Violant; María Teresa Anguera (IEEE Trans. Cybern., 2016)

Deep Learning for Action and Gesture Recognition in Image Sequences: A Survey. - Maryam Asadi-Aghbolaghi; Albert Clapés; Marco Bellantonio; Hugo Jair Escalante; Víctor Ponce-López; Xavier Baró; Isabelle Guyon; Shohreh Kasaei; Sergio Escalera (Gesture Recognition, 2017)

Challenges in Multi-modal Gesture Recognition. - Sergio Escalera; Vassilis Athitsos; Isabelle Guyon (Gesture Recognition, 2017)

XBadges. Identifying and training soft skills with commercial video games. Improving persistence, risk taking & spatial reasoning with commercial video games and facial and emotional recognition system. - Sergio Alloza; Flavio Escribano; Sergi Delgado; Ciprian A. Corneanu; Sergio Escalera (CoSECivi, 2017)

Apparent and Real Age Estimation in Still Images with Deep Residual Regressors on Appa-Real Database. - Eirikur Agustsson; Radu Timofte; Sergio Escalera; Xavier Baró; Isabelle Guyon; Rasmus Rothe (FG, 2017)

A Survey on Deep Learning Based Approaches for Action and Gesture Recognition in Image Sequences. - Maryam Asadi-Aghbolaghi; Albert Clapés; Marco Bellantonio; Hugo Jair Escalante; Víctor Ponce-López; Xavier Baró; Isabelle Guyon; Shohreh Kasaei; Sergio Escalera (FG, 2017)

Exploiting feature Representations Through Similarity Learning and Ranking Aggregation for Person Re-identification. - Júlio C. S. Jacques Júnior; Xavier Baró; Sergio Escalera (FG, 2017)

Dominant and Complementary Multi-Emotional Facial Expression Recognition Using C-Support Vector Classification. - Christer Loob; Pejman Rasti; Iiris Lüsi; Júlio C. S. Jacques Júnior; Xavier Baró; Sergio Escalera; Tomasz Sapinski; Dorota Kaminska; Gholamreza Anbarjafari (FG, 2017)

Joint Challenge on Dominant and Complementary Emotion Recognition Using Micro Emotion Features and Head-Pose Estimation: Databases. - Iiris Lüsi; Júlio C. S. Jacques Júnior; Jelena Gorbova; Xavier Baró; Sergio Escalera; Hasan Demirel; Juri Allik; Cagri Ozcinar; Gholamreza Anbarjafari (FG, 2017)

Occlusion Aware Hand Pose Recovery from Sequences of Depth Images. - Meysam Madadi; Sergio Escalera; Alex Carruesco; Carlos Andújar; Xavier Baró; Jordi Gonzàlez 001 (FG, 2017)

Action Recognition from RGB-D Data: Comparison and Fusion of Spatio-Temporal Handcrafted Features and Deep Strategies. - Maryam Asadi-Aghbolaghi; Hugo Bertiche; Vicent Roig; Shohreh Kasaei; Sergio Escalera (ICCV Workshops, 2017)

Darwintrees for Action Recognition. - Albert Clapés; Tinne Tuytelaars; Sergio Escalera (ICCV Workshops, 2017)

Visualizing Apparent Personality Analysis with Deep Residual Networks. - Yagmur Güçlütürk; Umut Güçlü; Marc Pérez; Hugo Jair Escalante; Xavier Baró; Carlos Andújar; Isabelle Guyon; Júlio C. S. Jacques Júnior; Meysam Madadi; Sergio Escalera; Marcel A. J. van Gerven; Rob van Lier (ICCV Workshops, 2017)

Results and Analysis of ChaLearn LAP Multi-modal Isolated and Continuous Gesture Recognition, and Real Versus Fake Expressed Emotions Challenges. - Jun Wan 001; Sergio Escalera; Gholamreza Anbarjafari; Hugo Jair Escalante; Xavier Baró; Isabelle Guyon; Meysam Madadi; Juri Allik; Jelena Gorbova; Chi Lin 002; Yiliang Xie (ICCV Workshops, 2017)

Wordfence: Text detection in natural images with border awareness. - Andrei Polzounov; Artsiom Ablavatski; Sergio Escalera; Shijian Lu; Jianfei Cai 001 (ICIP, 2017)

Design of an explainable machine learning challenge for video interviews. - Hugo Jair Escalante; Isabelle Guyon; Sergio Escalera; Júlio C. S. Jacques Júnior; Meysam Madadi; Xavier Baró; Stéphane Ayache; Evelyne Viegas; Yagmur Güçlütürk; Umut Güçlü; Marcel A. J. van Gerven; Rob van Lier (IJCNN, 2017)

ChaLearn looking at people: A review of events and resources. - Sergio Escalera; Xavier Baró; Hugo Jair Escalante; Isabelle Guyon (IJCNN, 2017)

XBadges. Identifying and training soft skills with commercial video games. - Sergio Alloza; Flavio Escribano; Sergi Delgado; Ciprian A. Corneanu; Sergio Escalera (CoRR, 2017)

ChaLearn Looking at People: Events and Resources. - Sergio Escalera; Xavier Baró; Hugo Jair Escalante; Isabelle Guyon (CoRR, 2017)

End-to-end semantic face segmentation with conditional random fields as convolutional, recurrent and adversarial networks. - Umut Güçlü; Yagmur Güçlütürk; Meysam Madadi; Sergio Escalera; Xavier Baró; Jordi Gonzàlez 001; Rob van Lier; Marcel A. J. van Gerven (CoRR, 2017)

End-to-end Global to Local CNN Learning for Hand Pose Recovery in Depth data. - Meysam Madadi; Sergio Escalera; Xavier Baró; Jordi Gonzàlez 001 (CoRR, 2017)

Automatic Recognition of Deceptive Facial Expressions of Emotion. - Ikechukwu Ofodile; Kaustubh Kulkarni; Ciprian Adrian Corneanu; Sergio Escalera; Xavier Baró; Sylwia Julia Hyniewska; Juri Allik; Gholamreza Anbarjafari (CoRR, 2017)

3D Hand Pose Estimation: From Current Achievements to Future Goals. - Shanxin Yuan; Guillermo Garcia-Hernando; Björn Stenger; Gyeongsik Moon; Ju Yong Chang; Kyoung Mu Lee; Pavlo Molchanov 001; Jan Kautz; Sina Honari; Liuhao Ge; Junsong Yuan 001; Xinghao Chen 001; et al. (CoRR, 2017)

Locality regularized group sparse coding for action recognition. - Mohammad Ali Bagheri; Qigang Gao; Sergio Escalera; Thomas B. Moeslund; Huamin Ren; Elham Etemad (Comput. Vis. Image Underst., 2017)

Automatic Sleep System Recommendation by Multi-modal RBG-Depth-Pressure Anthropometric Analysis. - Cristina Palmero; Jordi Esquirol; Vanessa Bayo; Miquel Àngel Cos; Pouya Ahmadmonfared; Joan Salabert; David Sánchez; Sergio Escalera (Int. J. Comput. Vis., 2017)

Subspace Procrustes Analysis. - Xavier Perez-Sala; Fernando De la Torre; Laura Igual; Sergio Escalera; Cecilio Angulo (Int. J. Comput. Vis., 2017)

Evolving weighting schemes for the Bag of Visual Words. - Hugo Jair Escalante; Víctor Ponce-López; Sergio Escalera; Xavier Baró; Alicia Morales-Reyes; José Martínez-Carranza (Neural Comput. Appl., 2017)

Editorial: special issue on computational intelligence for vision and robotics. - José García Rodríguez 001; Isabelle Guyon; Sergio Escalera; Alexandra Psarrou; Andrew Lewis; Miguel Cazorla (Neural Comput. Appl., 2017)

Recurrent CNN for 3D Gaze Estimation using Appearance and Shape Cues. - Cristina Palmero; Javier Selva; Mohammad Ali Bagheri; Sergio Escalera (BMVC, 2018)

From Apparent to Real Age: Gender, Age, Ethnic, Makeup, and Expression Bias Analysis in Real Age Estimation. - Albert Clapés; Ozan Bilici; Dariia Temirova; Egils Avots; Gholamreza Anbarjafari; Sergio Escalera (CVPR Workshops, 2018)

Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals. - Shanxin Yuan; Guillermo Garcia-Hernando; Björn Stenger; Gyeongsik Moon; Ju Yong Chang; Kyoung Mu Lee; Pavlo Molchanov 001; Jan Kautz; Sina Honari; Liuhao Ge; Junsong Yuan 001; Xinghao Chen 001; et al. (CVPR, 2018)

Deep Structure Inference Network for Facial Action Unit Recognition. - Ciprian A. Corneanu; Meysam Madadi; Sergio Escalera (ECCV (12), 2018)

Residual Stacked RNNs for Action Recognition. - Mohamed Ilyes Lakhal; Albert Clapés; Sergio Escalera; Oswald Lanz; Andrea Cavallaro (ECCV Workshops (2), 2018)

Folded Recurrent Neural Networks for Future Video Prediction. - Marc Oliu; Javier Selva; Sergio Escalera (ECCV (14), 2018)

Changes in Facial Expression as Biometric: A Database and Benchmarks of Identification. - Rain Eric Haamer; Kaustubh Kulkarni; Nasrin Imanpour; Mohammad A. Haque; Egils Avots; Michelle Breisch; Kamal Nasrollahi; Sergio Escalera; Cagri Ozcinar; Xavier Baró; Ahmad Reza Naghsh-Nilchi; Thomas B. Moeslund; et al. (FG, 2018)

Deep Multimodal Pain Recognition: A Database and Comparison of Spatio-Temporal Visual Modalities. - Mohammad A. Haque; Rubén Ballester Bautista; Fatemeh Noroozi; Kaustubh Kulkarni; Christian B. Laursen; Ramin Irani; Marco Bellantonio; Sergio Escalera; Gholamreza Anbarjafari; Kamal Nasrollahi; Ole Kæseler Andersen; Erika G. Spaich; et al. (FG, 2018)

Overview of the Multimedia Information Processing for Personality & Social Networks Analysis Contest. - Gabriela Ramírez-de-la-Rosa; Esaú Villatoro; Bogdan Ionescu; Hugo Jair Escalante; Sergio Escalera; Martha A. Larson; Henning Müller; Isabelle Guyon (CVAUI/IWCF/MIPPSNA@ICPR, 2018)

CRN: End-to-end Convolutional Recurrent Network Structure Applied to Vehicle Classification. - Mohamed Ilyes Lakhal; Sergio Escalera; Hakan Cevikalp (VISIGRAPP (5: VISAPP), 2018)

Automatic Access Control Based on Face and Hand Biometrics in a Non-cooperative Context. - Mohammad N. S. Jahromi; Morten Bojesen Bonderup; Maryam Asadi-Aghbolaghi; Egils Avots; Kamal Nasrollahi; Sergio Escalera; Shohreh Kasaei; Thomas B. Moeslund; Gholamreza Anbarjafari (WACV Workshops, 2018)

Dominant and Complementary Emotion Recognition From Still Images of Faces. - Jianzhu Guo; Zhen Lei 001; Jun Wan 001; Egils Avots; Noushin Hajarolasvadi; Boris Knyazev 001; Artem Kuharenko; Júlio Cezar Silveira Jacques Júnior; Xavier Baró; Hasan Demirel; Sergio Escalera; Juri Allik; et al. (IEEE Access, 2018)

Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos. - Hugo Jair Escalante; Heysem Kaya; Albert Ali Salah; Sergio Escalera; Yagmur Güçlütürk; Umut Güçlü; Xavier Baró; Isabelle Guyon; Júlio C. S. Jacques Júnior; Meysam Madadi; Stéphane Ayache; Evelyne Viegas; et al. (CoRR, 2018)

First Impressions: A Survey on Computer Vision-Based Apparent Personality Trait Analysis. - Júlio C. S. Jacques Júnior; Yagmur Güçlütürk; Marc Pérez; Umut Güçlü; Carlos Andújar; Xavier Baró; Hugo Jair Escalante; Isabelle Guyon; Marcel A. J. van Gerven; Rob van Lier; Sergio Escalera (CoRR, 2018)

From 2D to 3D Geodesic-based Garment Matching. - Meysam Madadi; Egils Avots; Sergio Escalera; Jordi Gonzàlez 001; Xavier Baró; Gholamreza Anbarjafari (CoRR, 2018)

A Study of Language and Classifier-independent Feature Analysis for Vocal Emotion Recognition. - Fatemeh Noroozi; Marina Marjanovic; Angelina Njegus; Sergio Escalera; Gholamreza Anbarjafari (CoRR, 2018)

CASIA-SURF: A Dataset and Benchmark for Large-scale Multi-modal Face Anti-spoofing. - Shifeng Zhang; Xiaobo Wang 001; Ajian Liu 001; Chenxu Zhao; Jun Wan 001; Sergio Escalera; Hailin Shi; Zezheng Wang; Stan Z. Li (CoRR, 2018)

SMPLR: Deep SMPL reverse for 3D human pose and shape recovery. - Meysam Madadi; Hugo Bertiche; Sergio Escalera (CoRR, 2018)

RGB-D-based human motion recognition with deep learning: A survey. - Pichao Wang; Wanqing Li 001; Philip Ogunbona; Jun Wan 001; Sergio Escalera (Comput. Vis. Image Underst., 2018)

Multi-Modal Deep Hand Sign Language Recognition in Still Images Using Restricted Boltzmann Machine. - Razieh Rastgoo; Kourosh Kiani; Sergio Escalera (Entropy, 2018)

Expert systems: Special issue on "Machine Learning Methods Neural Networks applied to Vision and Robotics (MLMVR)". - José García Rodríguez 001; Sergio Escalera; Alexandra Psarrou; Isabelle Guyon; Andrew Lewis; Juxi Leitner (Expert Syst. J. Knowl. Eng., 2018)

Integrating Vision and Language for First-Impression Personality Analysis. - Jelena Gorbova; Egils Avots; Iiris Lüsi; Mark Fishel; Sergio Escalera; Gholamreza Anbarjafari (IEEE Multim., 2018)

Recurrent neural networks for remote sensing image classification. - Mohamed Ilyes Lakhal; Hakan Çevikalp; Sergio Escalera; Ferda Ofli (IET Comput. Vis., 2018)

Back-dropout transfer learning for action recognition. - Huamin Ren; Nattiya Kanhabua; Andreas Møgelmose; Weifeng Liu 002; Kaustubh Kulkarni; Sergio Escalera; Xavier Baró; Thomas B. Moeslund (IET Comput. Vis., 2018)

Looking at People Special Issue. - Sergio Escalera; Jordi Gonzàlez 001; Hugo Jair Escalante; Xavier Baró; Isabelle Guyon (Int. J. Comput. Vis., 2018)

Exploiting feature representations through similarity learning, post-ranking and ranking aggregation for person re-identification. - Júlio C. S. Jacques Júnior; Xavier Baró; Sergio Escalera (Image Vis. Comput., 2018)

Top-down model fitting for hand pose recovery in sequences of depth images. - Meysam Madadi; Sergio Escalera; Alex Carruesco; Carlos Andújar; Xavier Baró; Jordi Gonzàlez 001 (Image Vis. Comput., 2018)

Beyond one-hot encoding: Lower dimensional target embedding. - Pau Rodríguez; Miguel Ángel Bautista 001; Jordi Gonzàlez 001; Sergio Escalera (Image Vis. Comput., 2018)

Action detection fusing multiple Kinects and a WIMU: an application to in-home assistive technology for the elderly. - Albert Clapés; Àlex Pardo; Oriol Pujol Vila; Sergio Escalera (Mach. Vis. Appl., 2018)

Error-Correcting Factorization. - Miguel Ángel Bautista 001; Oriol Pujol; Fernando De la Torre; Sergio Escalera (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Guest Editorial: The Computational Face. - Sergio Escalera; Xavier Baró; Isabelle Guyon; Hugo Jair Escalante; Georgios Tzimiropoulos; Michel F. Valstar; Maja Pantic; Jeffrey F. Cohn; Takeo Kanade (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Articulated motion and deformable objects. - Jun Wan 001; Sergio Escalera; Francisco José Perales López; Josef Kittler (Pattern Recognit., 2018)

Organ Segmentation in Poultry Viscera Using RGB-D. - Mark Philip Philipsen; Jacob Velling Dueholm; Anders Jørgensen; Sergio Escalera; Thomas Baltzer Moeslund (Sensors, 2018)

Guest Editorial: Apparent Personality Analysis. - Sergio Escalera; Xavier Baró; Isabelle Guyon; Hugo Jair Escalante (IEEE Trans. Affect. Comput., 2018)

Multimodal First Impression Analysis with Deep Residual Networks. - Yagmur Güçlütürk; Umut Güçlü; Xavier Baró; Hugo Jair Escalante; Isabelle Guyon; Sergio Escalera; Marcel A. J. van Gerven; Rob van Lier (IEEE Trans. Affect. Comput., 2018)

Analysis of the AutoML Challenge Series 2015-2018. - Isabelle Guyon; Lisheng Sun-Hosoya; Marc Boullé; Hugo Jair Escalante; Sergio Escalera; Zhengying Liu; Damir Jajetic; Bisakha Ray; Mehreen Saeed; Michèle Sebag; Alexander R. Statnikov; Wei-Wei Tu; et al. (Automated Machine Learning, 2019)

What Does It Mean to Learn in Deep Networks? And, How Does One Detect Adversarial Attacks? - Ciprian A. Corneanu; Meysam Madadi; Sergio Escalera; Aleix M. Martínez (CVPR, 2019)

Multi-Modal Face Anti-Spoofing Attack Detection Challenge at CVPR2019. - Ajian Liu 001; Jun Wan 001; Sergio Escalera; Hugo Jair Escalante; Zichang Tan; Qi Yuan; Kai Wang 036; Chi Lin 002; Guodong Guo; Isabelle Guyon; Stan Z. Li (CVPR Workshops, 2019)

LSTA: Long Short-Term Attention for Egocentric Action Recognition. - Swathikiran Sudhakaran; Sergio Escalera; Oswald Lanz (CVPR, 2019)

A Dataset and Benchmark for Large-Scale Multi-Modal Face Anti-Spoofing. - Shifeng Zhang; Xiaobo Wang 001; Ajian Liu 001; Chenxu Zhao; Jun Wan 001; Sergio Escalera; Hailin Shi; Zezheng Wang; Stan Z. Li (CVPR, 2019)

Multi-task human analysis in still images: 2D/3D pose, depth map, and multi-part segmentation. - Daniel Sánchez 005; Marc Oliu; Meysam Madadi; Xavier Baró; Sergio Escalera (FG, 2019)

On the effect of age perception biases for real age regression. - Júlio C. S. Jacques Júnior; Cagri Ozcinar; Marina Marjanovic; Xavier Baró; Gholamreza Anbarjafari; Sergio Escalera (FG, 2019)

Bi-Directional ConvLSTM U-Net with Densley Connected Convolutions. - Reza Azad; Maryam Asadi-Aghbolaghi; Mahmood Fathy; Sergio Escalera (ICCV Workshops, 2019)

Towards Automated Deep Learning: Analysis of the AutoDL challenge series 2019. - Zhengying Liu; Zhen Xu 007; Shangeth Rajaa; Meysam Madadi; Júlio C. S. Jacques Júnior; Sergio Escalera; Adrien Pavao; Sébastien Treguer; Wei-Wei Tu; Isabelle Guyon (NeurIPS (Competition and Demos), 2019)

The EMPATHIC project: mid-term achievements. - María Inés Torres; Javier Mikel Olaso; César Montenegro; Roberto Santana 001; Alain Vázquez; Raquel Justo; José Antonio Lozano 001; Stephan Schlögl; Gérard Chollet; Nazim Dugan; M. Irvine; Neil Glackin; et al. (PETRA, 2019)

Multi-class structural damage segmentation using fully convolutional networks. - Juan Jose Rubio; Takahiro Kashiwa; Teera Laiteerapong; Wenlong Deng; Kohei Nagai; Sergio Escalera; Kotaro Nakayama; Yutaka Matsuo; Helmut Prendinger (Comput. Ind., 2019)

Hierarchical Feature Aggregation Networks for Video Action Recognition. - Swathikiran Sudhakaran; Sergio Escalera; Oswald Lanz (CoRR, 2019)

FBK-HUPBA Submission to the EPIC-Kitchens 2019 Action Recognition Challenge. - Swathikiran Sudhakaran; Sergio Escalera; Oswald Lanz (CoRR, 2019)

Static and Dynamic Fusion for Multi-modal Cross-ethnicity Face Anti-spoofing. - Ajian Liu 001; Zichang Tan; Xuan Li; Jun Wan 001; Sergio Escalera; Guodong Guo; Stan Z. Li (CoRR, 2019)

Privacy-Constrained Biometric System for Non-Cooperative Users. - Mohammad N. S. Jahromi; Pau Buch-Cardona; Egils Avots; Kamal Nasrollahi; Sergio Escalera; Thomas B. Moeslund; Gholamreza Anbarjafari (Entropy, 2019)

Action Recognition Using Single-Pixel Time-of-Flight Detection. - Ikechukwu Ofodile; Ahmed Helmi 002; Albert Clapés; Egils Avots; Kerttu Maria Peensoo; Sandhra-Mirella Valdma; Andreas Valdmann; Heli Valtna-Lukner; Sergey Omelkov; Sergio Escalera; Cagri Ozcinar; Gholamreza Anbarjafari (Entropy, 2019)

From 2D to 3D geodesic-based garment matching. - Egils Avots; Meysam Madadi; Sergio Escalera; Jordi Gonzàlez 001; Xavier Baró; Paul Pällin; Gholamreza Anbarjafari (Multim. Tools Appl., 2019)

A novel deep network architecture for reconstructing RGB facial images from thermal for face recognition. - Andre Litvin; Kamal Nasrollahi; Sergio Escalera; Cagri Ozcinar; Thomas B. Moeslund; Gholamreza Anbarjafari (Multim. Tools Appl., 2019)

Guest editorial: special issue on human abnormal behavioural analysis. - Gholamreza Anbarjafari; Sergio Escalera; Kamal Nasrollahi; Hugo Jair Escalante; Xavier Baró; Jun Wan 001; Thomas B. Moeslund (Mach. Vis. Appl., 2019)

Audio-Visual Emotion Recognition in Video Clips. - Fatemeh Noroozi; Marina Marjanovic; Angelina Njegus; Sergio Escalera; Gholamreza Anbarjafari (IEEE Trans. Affect. Comput., 2019)

Dynamic 3D Hand Gesture Recognition by Learning Weighted Depth Motion Maps. - Reza Azad; Maryam Asadi-Aghbolaghi; Shohreh Kasaei; Sergio Escalera (IEEE Trans. Circuits Syst. Video Technol., 2019)

Computing the Testing Error Without a Testing Set. - Ciprian A. Corneanu; Sergio Escalera; Aleix M. Martínez (CVPR, 2020)

Gate-Shift Networks for Video Action Recognition. - Swathikiran Sudhakaran; Sergio Escalera; Oswald Lanz (CVPR, 2020)

Attention Deeplabv3+: Multi-level Context Attention Mechanism for Skin Lesion Segmentation. - Reza Azad; Maryam Asadi-Aghbolaghi; Mahmood Fathy; Sergio Escalera (ECCV Workshops (1), 2020)

CLOTH3D: Clothed 3D Humans. - Hugo Bertiche; Meysam Madadi; Sergio Escalera (ECCV (20), 2020)

FairFace Challenge at ECCV 2020: Analyzing Bias in Face Recognition. - Tomás Sixta; Júlio C. S. Jacques Júnior; Pau Buch-Cardona; Eduard Vazquez; Sergio Escalera (ECCV Workshops (6), 2020)

ChaLearn LAP 2020 Challenge on Identity-preserved Human Detection: Dataset and Results. - Albert Clapés; Júlio C. S. Jacques Júnior; Carla Morral; Sergio Escalera (FG, 2020)

Explainable Early Stopping for Action Unit Recognition. - Ciprian A. Corneanu; Meysam Madadi; Sergio Escalera; Aleix M. Martínez (FG, 2020)

Seniors' ability to decode differently aged facial emotional expressions. - Anna Esposito; Terry Amorese; Nelson Mauro Maldonato; Alessandro Vinciarelli; María Inés Torres; Sergio Escalera; Gennaro Cordasco (FG, 2020)

Impairments in decoding facial and vocal emotional expressions in high functioning autistic adults and adolescents. - Anna Esposito; Italia Cirillo; Antonietta Maria Esposito; Leopoldina Fortunati; Gian Luca Foresti; Sergio Escalera; Nikolaos G. Bourbakis (FG, 2020)

Generative Video Face Reenactment by AUs and Gaze Regularization. - Josep Famadas; Meysam Madadi; Cristina Palmero; Sergio Escalera (FG, 2020)

Message from the General and Program Chairs FG 2020. - Juan P. Wachs; Sergio Escalera; Jeffrey F. Cohn; Albert Ali Salah; Arun Ross (FG, 2020)

Stacked BCDU-Net with Semantic CMR Synthesis: Application to Myocardial Pathology Segmentation Challenge. - Carlos Martín-Isla; Maryam Asadi-Aghbolaghi; Polyxeni Gkontra; Víctor M. Campello; Sergio Escalera; Karim Lekadir (MyoPS@MICCAI, 2020)

Learning Cloth Dynamics: 3D+Texture Garment Reconstruction Benchmark. - Meysam Madadi; Hugo Bertiche; Wafa Bouzouita; Isabelle Guyon; Sergio Escalera (NeurIPS (Competition and Demos), 2020)

Multi-level Context Gating of Embedded Collective Knowledge for Medical Image Segmentation. - Maryam Asadi-Aghbolaghi; Reza Azad; Mahmood Fathy; Sergio Escalera (CoRR, 2020)

CASIA-SURF CeFA: A Benchmark for Multi-modal Cross-ethnicity Face Anti-spoofing. - Ajian Liu 001; Zichang Tan; Xuan Li; Jun Wan 001; Sergio Escalera; Guodong Guo; Stan Z. Li (CoRR, 2020)

Cross-ethnicity Face Anti-spoofing Recognition Challenge: A Review. - Ajian Liu 001; Xuan Li; Jun Wan 001; Sergio Escalera; Hugo Jair Escalante; Meysam Madadi; Yi Jin 001; Zhuoyuan Wu; Xiaogang Yu; Zichang Tan; Qi Yuan; Ruikun Yang; et al. (CoRR, 2020)

Computing the Testing Error without a Testing Set. - Ciprian A. Corneanu; Meysam Madadi; Sergio Escalera; Aleix M. Martínez (CoRR, 2020)

FBK-HUPBA Submission to the EPIC-Kitchens Action Recognition 2020 Challenge. - Swathikiran Sudhakaran; Sergio Escalera; Oswald Lanz (CoRR, 2020)

DeePSD: Automatic Deep Skinning And Pose Space Deformation For 3D Garment Animation. - Hugo Bertiche; Meysam Madadi; Sergio Escalera (CoRR, 2020)

Physically Based Neural Simulator for Garment Animation. - Hugo Bertiche; Meysam Madadi; Sergio Escalera (CoRR, 2020)

Statistical Machine Learning for Human Behaviour Analysis. - Thomas B. Moeslund; Sergio Escalera; Gholamreza Anbarjafari; Kamal Nasrollahi; Jun Wan 001 (Entropy, 2020)

Hand sign language recognition using multi-view hand skeleton. - Razieh Rastgoo; Kourosh Kiani; Sergio Escalera (Expert Syst. Appl., 2020)

CR-Net: A Deep Classification-Regression Network for Multimodal Apparent Personality Analysis. - Yunan Li 001; Jun Wan 001; Qiguang Miao; Sergio Escalera; Huijuan Fang; Huizhou Chen; Xiangda Qi; Guodong Guo (Int. J. Comput. Vis., 2020)

Analysis of the interaction between elderly people and a simulated virtual coach. - Raquel Justo; Leila Ben Letaifa; Cristina Palmero; Eduardo Gonzalez-Fraile; Anna Torp Johansen; Alain Vázquez; Gennaro Cordasco; Stephan Schlögl; Begoña Fernández-Ruanova; Micaela Rodrigues da Silva; Sergio Escalera; Mikel de Velasco; et al. (J. Ambient Intell. Humaniz. Comput., 2020)

Video-based isolated hand sign language recognition using a deep cascaded model. - Razieh Rastgoo; Kourosh Kiani; Sergio Escalera (Multim. Tools Appl., 2020)

Guest Editorial: Image and Video Inpainting and Denoising. - Sergio Escalera; Hugo Jair Escalante; Xavier Baró; Isabelle Guyon; Meysam Madadi; Jun Wan 001; Stéphane Ayache; Yagmur Güçlütürk; Umut Güçlü (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

SMPLR: Deep learning based SMPL reverse for 3D human pose and shape recovery. - Meysam Madadi; Hugo Bertiche; Sergio Escalera (Pattern Recognit., 2020)

Towards automated computer vision: analysis of the AutoCV challenges 2019. - Zhengying Liu; Zhen Xu 007; Sergio Escalera; Isabelle Guyon; Júlio C. S. Jacques Júnior; Meysam Madadi; Adrien Pavao; Sébastien Treguer; Wei-Wei Tu (Pattern Recognit. Lett., 2020)

CASIA-SURF: A Large-Scale Multi-Modal Benchmark for Face Anti-Spoofing. - Shifeng Zhang; Ajian Liu 001; Jun Wan 001; Yanyan Liang 001; Guodong Guo; Sergio Escalera; Hugo Jair Escalante; Stan Z. Li (IEEE Trans. Biom. Behav. Identity Sci., 2020)

Multi-Modal Face Presentation Attack Detection - Jun Wan 001; Guodong Guo; Sergio Escalera; Hugo Jair Escalante; Stan Z. Li (Morgan & Claypool Publishers, 2020)

nn-UNet Training on CycleGAN-Translated Images for Cross-modal Domain Adaptation in Biomedical Imaging. - Smriti Joshi; Richard Osuala; Carlos Martín-Isla; Víctor M. Campello; Carla Sendra-Balcells; Karim Lekadir; Sergio Escalera (BrainLes@MICCAI (2), 2021)

Sign Language Production: A Review. - Razieh Rastgoo; Kourosh Kiani; Sergio Escalera; Mohammad Sabokrou (CVPR Workshops, 2021)

ChaLearn LAP Large Scale Signer Independent Isolated Sign Language Recognition Challenge: Design, Results and Future Research. - Ozge Mercanoglu Sincan; Júlio C. S. Jacques Júnior; Sergio Escalera; Hacer Yalim Keles (CVPR Workshops, 2021)

Deep Parametric Surfaces for 3D Outfit Reconstruction from Single View Image. - Hugo Bertiche; Meysam Madadi; Sergio Escalera (FG, 2021)

UV-based reconstruction of 3D garments from a single RGB image. - Albert Rial-Farràs; Meysam Madadi; Sergio Escalera (FG, 2021)

Didn't see that coming: a survey on non-verbal social human behavior forecasting. - Germán Barquero; Johnny Núñez; Sergio Escalera; Zhen Xu 007; Wei-Wei Tu; Isabelle Guyon; Cristina Palmero (DYAD@ICCV, 2021)

Comparison of Spatio-Temporal Models for Human Motion and Pose Forecasting in Face-to-Face Interaction Scenarios. - Germán Barquero; Johnny Núñez; Zhen Xu 007; Sergio Escalera; Wei-Wei Tu; Isabelle Guyon; Cristina Palmero (DYAD@ICCV, 2021)

DeePSD: Automatic Deep Skinning And Pose Space Deformation For 3D Garment Animation. - Hugo Bertiche; Meysam Madadi; Emilio Tylson; Sergio Escalera (ICCV, 2021)

Multimodal Sentiment and Personality Perception Under Speech: A Comparison of Transformer-based Architectures. - Ádám Fodor; Rachid Riad Saboundji; Júlio C. S. Jacques Júnior; Sergio Escalera; David Gallardo-Pujol; András Lorincz (DYAD@ICCV, 2021)

ChaLearn LAP Challenges on Self-Reported Personality Recognition and Non-Verbal Behavior Forecasting During Social Dyadic Interactions: Dataset, Design, and Results. - Cristina Palmero; Germán Barquero; Júlio C. S. Jacques Júnior; Albert Clapés; Johnny Núñez; David Curto; Sorina Smeureanu; Javier Selva; Zejian Zhang; David Saeteros; David Gallardo-Pujol; Georgina Guilera; et al. (DYAD@ICCV, 2021)

Understanding Social Behavior in Dyadic and Small Group Interactions: Preface. - Cristina Palmero; Júlio C. S. Jacques Júnior; Albert Clapés; Isabelle Guyon; Wei-Wei Tu; Thomas B. Moeslund; Sergio Escalera (DYAD@ICCV, 2021)

Deep Frequency Re-calibration U-Net for Medical Image Segmentation. - Reza Azad; Afshin Bozorgpour; Maryam Asadi-Aghbolaghi; Dorit Merhof; Sergio Escalera (ICCVW, 2021)

Dyadformer: A Multi-modal Transformer for Long-Range Modeling of Dyadic Interactions. - David Curto; Albert Clapés; Javier Selva; Sorina Smeureanu; Júlio C. S. Jacques Júnior; David Gallardo-Pujol; Georgina Guilera; David Leiva; Thomas B. Moeslund; Sergio Escalera; Cristina Palmero (ICCVW, 2021)

Emotional Features of Interactions with Empathic Agents. - Claudia Greco; Carmela Buono; Pau Buch-Cardona; Gennaro Cordasco; Sergio Escalera; Anna Esposito; Anaïs Fernández; Daria Kyslitska; Maria Stylianou Korsnes; Cristina Palmero; Jofre Tenorio-Laranga; Anna Torp Johansen; et al. (ICCVW, 2021)

3D High-Fidelity Mask Face Presentation Attack Detection Challenge. - Ajian Liu 001; Chenxu Zhao; Zitong Yu; Anyang Su; Xing Liu; Zijian Kong; Jun Wan 001; Sergio Escalera; Hugo Jair Escalante; Zhen Lei 001; Guodong Guo (ICCVW, 2021)

Temporal Cues from Socially Unacceptable Trajectories for Anomaly Detection. - Neelu Madan; Arya Farkhondeh; Kamal Nasrollahi; Sergio Escalera; Thomas B. Moeslund (ICCVW, 2021)

The EMPATHIC Virtual Coach: a demo. - Javier Mikel Olaso; Alain Vázquez; Leila Ben Letaifa; Mikel de Velasco; Aymen Mtibaa; Mohamed Amine Hmani; Dijana Petrovska-Delacrétaz; Gérard Chollet; César Montenegro; Asier López-Zorrilla; Raquel Justo; Roberto Santana 001; et al. (ICMI, 2021)

Mobile eHealth Platform for Home Monitoring of Bipolar Disorder. - Joan Codina-Filbà; Sergio Escalera; Joan Escudero; Coen Antens; Pau Buch-Cardona; Mireia Farrús (MMM (2), 2021)

NeurIPS’22 Cross-Domain MetaDL Challenge: Results and lessons learned. - Dustin Carrión-Ojeda; Mahbubul Alam; Sergio Escalera; Ahmed K. Farahat; Dipanjan Ghosh; Maria Teresa Gonzalez Diaz; Chetan Gupta 001; Isabelle Guyon; Joël Roman Ky; Xian Yeow Lee; Xin Liu; Felix Mohr; et al. (NeurIPS (Competition and Demos), 2021)

Person Perception Biases Exposed: Revisiting the First Impressions Dataset. - Júlio C. S. Jacques Júnior; Àgata Lapedriza; Cristina Palmero; Xavier Baró; Sergio Escalera (WACV (Workshops), 2021)

CASIA-SURF CeFA: A Benchmark for Multi-modal Cross-ethnicity Face Anti-spoofing. - Ajian Liu 001; Zichang Tan; Jun Wan 001; Sergio Escalera; Guodong Guo; Stan Z. Li (WACV, 2021)

Context-Aware Personality Inference in Dyadic Scenarios: Introducing the UDIVA Dataset. - Cristina Palmero; Javier Selva; Sorina Smeureanu; Júlio C. S. Jacques Júnior; Albert Clapés; Alexa Moseguí; Zejian Zhang; David Gallardo-Pujol; Georgina Guilera; David Leiva; Sergio Escalera (WACV (Workshops), 2021)

DECONbench: a benchmarking platform dedicated to deconvolution methods for tumor heterogeneity quantification. - Clémentine Decamps; Alexis Arnaud; Florent Petitprez; Mira Ayadi; Aurélia Baurès; Lucile Armenoult; Sergio Escalera; Isabelle Guyon; Rémy Nicolle; Richard Tomasini; Aurélien de Reyniès; Jérôme Cros; et al. (BMC Bioinform., 2021)

Deep learning with self-supervision and uncertainty regularization to count fish in underwater images. - Penny Tarling; Mauricio Cantor; Albert Clapés; Sergio Escalera (CoRR, 2021)

ChaLearn Looking at People: Inpainting and Denoising challenges. - Sergio Escalera; Marti Soler; Stéphane Ayache; Umut Güçlü; Jun Wan 001; Meysam Madadi; Xavier Baró; Hugo Jair Escalante; Isabelle Guyon (CoRR, 2021)

ZS-SLR: Zero-Shot Sign Language Recognition from RGB-D Videos. - Razieh Rastgoo; Kourosh Kiani; Sergio Escalera (CoRR, 2021)

Multi-Modal Zero-Shot Sign Language Recognition. - Razieh Rastgoo; Kourosh Kiani; Sergio Escalera; Mohammad Sabokrou (CoRR, 2021)

Neural Implicit Surfaces for Efficient and Accurate Collisions in Physically Based Simulations. - Hugo Bertiche; Meysam Madadi; Sergio Escalera (CoRR, 2021)

SAIC_Cambridge-HuPBA-FBK Submission to the EPIC-Kitchens-100 Action Recognition Challenge 2021. - Swathikiran Sudhakaran; Adrian Bulat; Juan-Manuel Pérez-Rúa; Alex Falcon; Sergio Escalera; Oswald Lanz; Brais Martínez; Georgios Tzimiropoulos (CoRR, 2021)

Codabench: Flexible, Easy-to-Use and Reproducible Benchmarking for Everyone. - Zhen Xu 007; Huan Zhao 002; Wei-Wei Tu; Magali Richard; Sergio Escalera; Isabelle Guyon (CoRR, 2021)

Sign Language Recognition: A Deep Survey. - Razieh Rastgoo; Kourosh Kiani; Sergio Escalera (Expert Syst. Appl., 2021)

Cross-ethnicity face anti-spoofing recognition challenge: A review. - Ajian Liu 001; Xuan Li; Jun Wan 001; Yanyan Liang 001; Sergio Escalera; Hugo Jair Escalante; Meysam Madadi; Yi Jin 001; Zhuoyuan Wu; Xiaogang Yu; Zichang Tan; Qi Yuan; et al. (IET Biom., 2021)

Deep Unsupervised 3D Human Body Reconstruction from a Sparse set of Landmarks. - Meysam Madadi; Hugo Bertiche; Sergio Escalera (Int. J. Comput. Vis., 2021)

Introduction to the special issue of the ECML PKDD 2021 journal track. - Annalisa Appice; Sergio Escalera; José A. Gámez 001; Heike Trautmann (Mach. Learn., 2021)

Hand pose aware multimodal isolated sign language recognition. - Razieh Rastgoo; Kourosh Kiani; Sergio Escalera (Multim. Tools Appl., 2021)

Winning Solutions and Post-Challenge Analyses of the ChaLearn AutoDL Challenge 2019. - Zhengying Liu; Adrien Pavao; Zhen Xu 007; Sergio Escalera; Fabio Ferreira; Isabelle Guyon; Sirui Hong; Frank Hutter; Rongrong Ji; Júlio C. S. Jacques Júnior; Ge Li; Marius Lindauer; et al. (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

SSSGAN: Satellite Style and Structure Generative Adversarial Networks. - Javier Marín; Sergio Escalera (Remote. Sens., 2021)

Automatic Recognition of Facial Displays of Unfelt Emotions. - Kaustubh Kulkarni; Ciprian Adrian Corneanu; Ikechukwu Ofodile; Sergio Escalera; Xavier Baró; Sylwia Julia Hyniewska; Jüri Allik; Gholamreza Anbarjafari (IEEE Trans. Affect. Comput., 2021)

Survey on Emotional Body Gesture Recognition. - Fatemeh Noroozi; Ciprian Adrian Corneanu; Dorota Kaminska; Tomasz Sapinski; Sergio Escalera; Gholamreza Anbarjafari (IEEE Trans. Affect. Comput., 2021)

On the Effect of Observed Subject Biases in Apparent Personality Analysis From Audio-Visual Signals. - Ricardo Darío Pérez Principi; Cristina Palmero; Júlio C. S. Jacques Júnior; Sergio Escalera (IEEE Trans. Affect. Comput., 2021)

Special Issue on Face Presentation Attack Detection. - Jun Wan 001; Sergio Escalera; Hugo Jair Escalante; Guodong Guo; Stan Z. Li (IEEE Trans. Biom. Behav. Identity Sci., 2021)

Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Segmentation: The M&Ms Challenge. - Víctor M. Campello; Polyxeni Gkontra; Cristian Izquierdo; Carlos Martín-Isla; Alireza Sojoudi; Peter M. Full; Klaus H. Maier-Hein; Yao Zhang 010; Zhiqiang He 002; Jun Ma 016; Mario Parreño; Alberto Albiol; et al. (IEEE Trans. Medical Imaging, 2021)

PBNS: physically based neural simulation for unsupervised garment pose space deformation. - Hugo Bertiche; Meysam Madadi; Sergio Escalera (ACM Trans. Graph., 2021)

Towards Self-Supervised Gaze Estimation. - Arya Farkhondeh; Cristina Palmero; Simone Scardapane; Sergio Escalera (BMVC, 2022)

Influence in Social Networks Through Visual Analysis of Image Memes. - Carles Onielfa; Carles Casacuberta; Sergio Escalera (CCIA, 2022)

Using Eye Tracking to Investigate Interaction Between Humans and Virtual Agents. - Terry Amorese; Claudia Greco; Marialucia Cuciniello; Carmela Buono; Cristina Palmero; Pau Buch-Cardona; Sergio Escalera; María Inés Torres; Gennaro Cordasco; Anna Esposito (CogSIMA, 2022)

ChaLearn LAP Seasons in Drift Challenge: Dataset, Design and Results. - Anders Skaarup Johansen; Júlio C. S. Jacques Júnior; Kamal Nasrollahi; Sergio Escalera; Thomas B. Moeslund (ECCV Workshops (5), 2022)

ECCV 2022 Sign Spotting Challenge: Dataset, Design and Results. - Manuel Vázquez-Enríquez; José Luis Alba-Castro; Laura Docío Fernández; Júlio C. S. Jacques Júnior; Sergio Escalera (ECCV Workshops (8), 2022)

NeurIPS’22 Cross-Domain MetaDL competition: Design and baseline results. - Dustin Carrión-Ojeda; Hong Chen 011; Adrian El Baz; Sergio Escalera; Chaoyu Guan; Isabelle Guyon; Ihsan Ullah; Xin Wang 019; Wenwu Zhu 001 (Meta-Knowledge Transfer @ ECML/PKDD, 2022)

Multi-varied Cumulative Alignment for Domain Adaptation. - Marc Oliu; Sarah Adel Bargal; Stan Sclaroff; Xavier Baró; Sergio Escalera (ICIAP (2), 2022)

Relevance-based Margin for Contrastively-trained Video Retrieval Models. - Alex Falcon; Swathikiran Sudhakaran; Giuseppe Serra 001; Sergio Escalera; Oswald Lanz (ICMR, 2022)

SoccerNet 2022 Challenges Results. - Silvio Giancola; Anthony Cioppa; Adrien Deliège; Floriane Magera; Vladimir Somers; Le Kang; Xin Zhou 024; Olivier Barnich; Christophe De Vleeschouwer; Alexandre Alahi; Bernard Ghanem; Marc Van Droogenbroeck; et al. (MMSports@MM, 2022)

Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification. - Ihsan Ullah; Dustin Carrión-Ojeda; Sergio Escalera; Isabelle Guyon; Mike Huisman; Felix Mohr; Jan N. van Rijn; Haozhe Sun; Joaquin Vanschoren; Phan Anh Vu (NeurIPS, 2022)

Multi-Task Classification of Sewer Pipe Defects and Properties using a Cross-Task Graph Neural Network Decoder. - Joakim Bruslund Haurum; Meysam Madadi; Sergio Escalera; Thomas B. Moeslund (WACV, 2022)

All You Need In Sign Language Production. - Razieh Rastgoo; Kourosh Kiani; Sergio Escalera; Vassilis Athitsos; Mohammad Sabokrou (CoRR, 2022)

CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwnannoma and Cochlea Segmentation. - Reuben Dorent; Aaron Kujawa; Marina Ivory; Spyridon Bakas; Nicola Rieke; Samuel Joutard; Ben Glocker; Jorge Cardoso 002; Marc Modat; Kayhan Batmanghelich; Arseniy Belkov; Maria G. Baldeon Calisto; et al. (CoRR, 2022)

Towards explaining the generalization gap in neural networks using topological data analysis. - Rubén Ballester; Xavier Arnal Clemente; Carles Casacuberta; Meysam Madadi; Ciprian A. Corneanu; Sergio Escalera (CoRR, 2022)

UniUD-FBK-UB-UniBZ Submission to the EPIC-Kitchens-100 Multi-Instance Retrieval Challenge 2022. - Alex Falcon; Giuseppe Serra 001; Sergio Escalera; Oswald Lanz (CoRR, 2022)

A Non-Anatomical Graph Structure for isolated hand gesture separation in continuous gesture sequences. - Razieh Rastgoo; Kourosh Kiani; Sergio Escalera (CoRR, 2022)

End-to-end global to local convolutional neural network learning for hand pose recovery in depth data. - Meysam Madadi; Sergio Escalera; Xavier Baró; Jordi Gonzàlez 001 (IET Comput. Vis., 2022)

Real-time isolated hand sign language recognition using deep networks and SVD. - Razieh Rastgoo; Kourosh Kiani; Sergio Escalera (J. Ambient Intell. Humaniz. Comput., 2022)

Guest Editorial: Special issue on computer vision and machine learning for healthcare applications. - Cristina Palmero; María Inés Torres; Anna Esposito; Sergio Escalera (Pattern Anal. Appl., 2022)

Codabench: Flexible, easy-to-use, and reproducible meta-benchmark platform. - Zhen Xu 007; Sergio Escalera; Adrien Pavão; Magali Richard; Wei-Wei Tu; Quanming Yao; Huan Zhao 002; Isabelle Guyon (Patterns, 2022)

Modeling, Recognizing, and Explaining Apparent Personality From Videos. - Hugo Jair Escalante; Heysem Kaya; Albert Ali Salah; Sergio Escalera; Yagmur Güçlütürk; Umut Güçlü; Xavier Baró; Isabelle Guyon; Júlio C. S. Jacques Júnior; Meysam Madadi; Stéphane Ayache; Evelyne Viegas; et al. (IEEE Trans. Affect. Comput., 2022)

First Impressions: A Survey on Vision-Based Apparent Personality Trait Analysis. - Júlio C. S. Jacques Júnior; Yagmur Güçlütürk; Marc Pérez; Umut Güçlü; Carlos Andújar; Xavier Baró; Hugo Jair Escalante; Isabelle Guyon; Marcel A. J. van Gerven; Rob van Lier; Sergio Escalera (IEEE Trans. Affect. Comput., 2022)

ChaLearn Looking at People: IsoGD and ConGD Large-Scale RGB-D Gesture Recognition. - Jun Wan 001; Chi Lin 002; Longyin Wen; Yunan Li 001; Qiguang Miao; Sergio Escalera; Gholamreza Anbarjafari; Isabelle Guyon; Guodong Guo; Stan Z. Li (IEEE Trans. Cybern., 2022)

Contrastive Context-Aware Learning for 3D High-Fidelity Mask Face Presentation Attack Detection. - Ajian Liu 001; Chenxu Zhao; Zitong Yu; Jun Wan 001; Anyang Su; Xing Liu; Zichang Tan; Sergio Escalera; Junliang Xing; Yanyan Liang 001; Guodong Guo; Zhen Lei 001; et al. (IEEE Trans. Inf. Forensics Secur., 2022)

Neural Cloth Simulation. - Hugo Bertiche; Meysam Madadi; Sergio Escalera (ACM Trans. Graph., 2022)

Blowing in the Wind: CycleNet for Human Cinemagraphs from Still Images. - Hugo Bertiche; Niloy J. Mitra; Kuldeep Kulkarni; Chun-Hao Paul Huang; Tuanfeng Y. Wang; Meysam Madadi; Sergio Escalera; Duygu Ceylan (CVPR, 2023)

Surveillance Face Presentation Attack Detection Challenge. - Hao Fang; Ajian Liu 001; Jun Wan 001; Sergio Escalera; Hugo Jair Escalante; Zhen Lei 001 (CVPR Workshops, 2023)

Beyond AUROC & co. for evaluating out-of-distribution detection performance. - Galadrielle Humblot-Renaux; Sergio Escalera; Thomas B. Moeslund (CVPR Workshops, 2023)

Wild Face Anti-Spoofing Challenge 2023: Benchmark and Results. - Dong Wang; Jia Guo 003; Qiqi Shao; Haochi He; Zhian Chen; Chuanbao Xiao; Ajian Liu 001; Sergio Escalera; Hugo Jair Escalante; Zhen Lei 001; Jun Wan 001; Jiankang Deng (CVPR Workshops, 2023)

Multi-Rate Sensor Fusion for Unconstrained Near-Eye Gaze Estimation. - Cristina Palmero; Oleg V. Komogortsev; Sergio Escalera; Sachin S. Talathi (ETRA, 2023)

BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction. - Germán Barquero; Sergio Escalera; Cristina Palmero (ICCV, 2023)

Gloss-free Sign Language Translation: Improving from Visual-Language Pretraining. - Benjia Zhou; Zhigang Chen; Albert Clapés; Jun Wan 001; Yanyan Liang 001; Sergio Escalera; Zhen Lei 001; Du Zhang (ICCV, 2023)

Which Tokens to Use? Investigating Token Reduction in Vision Transformers. - Joakim Bruslund Haurum; Sergio Escalera; Graham W. Taylor; Thomas B. Moeslund (ICCV (Workshops), 2023)

REACT2023: The First Multiple Appropriate Facial Reaction Generation Challenge. - Siyang Song; Micol Spitale; Cheng Luo; Germán Barquero; Cristina Palmero; Sergio Escalera; Michel F. Valstar; Tobias Baur 001; Fabien Ringeval; Elisabeth André; Hatice Gunes (ACM Multimedia, 2023)

Video-based Skill Assessment for Golf: Estimating Golf Handicap. - Christian Keilstrup Ingwersen; Artur Xarles; Albert Clapés; Meysam Madadi; Janus Nørtoft Jensen; Morten Rieger Hannemose; Anders Bjorholm Dahl; Sergio Escalera (MMSports@MM, 2023)

ASTRA: An Action Spotting TRAnsformer for Soccer Videos. - Artur Xarles; Sergio Escalera; Thomas B. Moeslund; Albert Clapés (MMSports@MM, 2023)

Decorrelating neurons using persistence. - Rubén Ballester; Carles Casacuberta; Sergio Escalera (NeurReps, 2023)

ICML 2023 Topological Deep Learning Challenge: Design and Results. - Mathilde Papillon; Mustafa Hajij; Audun Myers; Florian Frantzen; Ghada Zamzmi; Helen Jenne; Johan Mathe; Josef Hoppe; Michael T. Schaub; Theodore Papamarkou; Aldo Guzmán-Sáenz; Bastian Rieck; et al. (TAG-ML, 2023)

UPAR Challenge: Pedestrian Attribute Recognition and Attribute-based Person Retrieval - Dataset, Design, and Results. - Mickael Cormier; Andreas Specker; Júlio C. S. Jacques Júnior; Lucas Florin; Jürgen Metzler; Thomas B. Moeslund; Kamal Nasrollahi; Sergio Escalera; Jürgen Beyerer (WACV (Workshops), 2023)

REACT2023: the first Multi-modal Multiple Appropriate Facial Reaction Generation Challenge. - Siyang Song; Micol Spitale; Cheng Luo; Germán Barquero; Cristina Palmero; Sergio Escalera; Michel F. Valstar; Tobias Baur 001; Fabien Ringeval; Elisabeth André; Hatice Gunes (CoRR, 2023)

ICML 2023 Topological Deep Learning Challenge : Design and Results. - Mathilde Papillon; Mustafa Hajij; Florian Frantzen; Josef Hoppe; Helen Jenne; Johan Mathe; Audun Myers; Theodore Papamarkou; Michael T. Schaub; Ghada Zamzmi; Tolga Birdal; Tamal K. Dey; et al. (CoRR, 2023)

Exploring Emotion Expression Recognition in Older Adults Interacting with a Virtual Coach. - Cristina Palmero; Mikel de Velasco; Mohamed Amine Hmani; Aymen Mtibaa; Leila Ben Letaifa; Pau Buch-Cardona; Raquel Justo; Terry Amorese; Eduardo González-Fraile; Begoña Fernández-Ruanova; Jofre Tenorio-Laranga; Anna Torp Johansen; et al. (CoRR, 2023)

Topological Data Analysis for Neural Network Analysis: A Comprehensive Survey. - Rubén Ballester; Carles Casacuberta; Sergio Escalera (CoRR, 2023)

CodaLab Competitions: An Open Source Platform to Organize Scientific Challenges. - Adrien Pavao; Isabelle Guyon; Anne-Catherine Letournel; Dinh-Tuan Tran; Xavier Baró; Hugo Jair Escalante; Sergio Escalera; Tyler Thomas; Zhen Xu 007 (J. Mach. Learn. Res., 2023)

MyoPS: A benchmark of myocardial pathology segmentation combining three-sequence cardiac magnetic resonance images. - Lei Li 020; Fuping Wu; Sihan Wang; Xinzhe Luo; Carlos Martín-Isla; Shuwei Zhai; Jianpeng Zhang; Yanfei Liu; Zhen Zhang 057; Markus J. Ankenbrand; Haochuan Jiang; Xiaoran Zhang; et al. (Medical Image Anal., 2023)

CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation. - Reuben Dorent; Aaron Kujawa; Marina Ivory; Spyridon Bakas; Nicola Rieke; Samuel Joutard; Ben Glocker; M. Jorge Cardoso; Marc Modat; Kayhan Batmanghelich; Arseniy Belkov; Maria G. Baldeon Calisto; et al. (Medical Image Anal., 2023)

A deep co-attentive hand-based video question answering framework using multi-view skeleton. - Razieh Rastgoo; Kourosh Kiani; Sergio Escalera (Multim. Tools Appl., 2023)

Learning to Recognize Actions on Objects in Egocentric Video With Attention Dictionaries. - Swathikiran Sudhakaran; Sergio Escalera; Oswald Lanz (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge. - Carlos Martín-Isla; Víctor M. Campello; Cristian Izquierdo; Kaisar Kushibar; Carla Sendra-Balcells; Polyxeni Gkontra; Alireza Sojoudi; Mitchell J. Fulton; Tewodros Weldebirhan Arega; Kumaradevan Punithakumar; Lei Li 020; Xiaowu Sun; et al. (IEEE J. Biomed. Health Informatics, 2023)

Gate-Shift-Fuse for Video Action Recognition. - Swathikiran Sudhakaran; Sergio Escalera; Oswald Lanz (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

ZS-GR: zero-shot gesture recognition from RGB-D videos. - Razieh Rastgoo; Kourosh Kiani; Sergio Escalera (Multim. Tools Appl., 2023)

Video Transformers: A Survey. - Javier Selva; Anders Skaarup Johansen; Sergio Escalera; Kamal Nasrollahi; Thomas B. Moeslund; Albert Clapés (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Seamless Human Motion Composition with Blended Positional Encodings. - Germán Barquero; Sergio Escalera; Cristina Palmero (CVPR, 2024)

GRASP-GCN: Graph-Shape Prioritization for Neural Architecture Search under Distribution Shifts. - Sofia Casarin; Oswald Lanz; Sergio Escalera (CVPR Workshops, 2024)

Your Image Is My Video: Reshaping the Receptive Field via Image-to-Video Differentiable AutoAugmentation and Fusion. - Sofia Casarin; Cynthia Ifeyinwa Ugwu; Sergio Escalera; Oswald Lanz (CVPR, 2024)

A Noisy Elephant in the Room: Is Your out-of-Distribution Detector Robust to Label Noise? - Galadrielle Humblot-Renaux; Sergio Escalera; Thomas B. Moeslund (CVPR, 2024)

CFPL-FAS: Class Free Prompt Learning for Generalizable Face Anti-Spoofing. - Ajian Liu 001; Shuai Xue; Jianwen Gan; Jun Wan 001; Yanyan Liang 001; Jiankang Deng; Sergio Escalera; Zhen Lei 001 (CVPR, 2024)

in2IN: Leveraging individual Information to Generate Human INteractions. - Pablo Ruiz-Ponce; Germán Barquero; Cristina Palmero; Sergio Escalera; José García Rodríguez 001 (CVPR Workshops, 2024)

T-DEED: Temporal-Discriminability Enhancer Encoder-Decoder for Precise Event Spotting in Sports Videos. - Artur Xarles; Sergio Escalera; Thomas B. Moeslund; Albert Clapés (CVPR Workshops, 2024)

Unified Physical-Digital Attack Detection Challenge. - Haocheng Yuan; Ajian Liu 001; Junze Zheng; Jun Wan 001; Jiankang Deng; Sergio Escalera; Hugo Jair Escalante; Isabelle Guyon; Zhen Lei 001 (CVPR Workshops, 2024)

Agglomerative Token Clustering. - Joakim Bruslund Haurum; Sergio Escalera; Graham W. Taylor; Thomas B. Moeslund (ECCV (57), 2024)

Brain Responses to Emotional Avatars Challenge: Dataset and Results. - Agnieszka Dubiel; Dorota Kaminska; Grzegorz Zwolinski; Akbar Anbar Jafari; Prasoon Kumar Vinodkumar; Egils Avots; Júlio C. S. Jacques Júnior; Sergio Escalera; Gholamreza Anbarjafari (FG, 2024)

REACT 2024: the Second Multiple Appropriate Facial Reaction Generation Challenge. - Siyang Song; Micol Spitale; Cheng Luo; Cristina Palmero; Germán Barquero; Hengde Zhu; Sergio Escalera; Michel F. Valstar; Tobias Baur 001; Fabien Ringeval; Elisabeth André; Hatice Gunes (FG, 2024)

DualH: A Dual Hierarchical Model for Temporal Action Localization. - Zejian Zhang; Cristina Palmero; Sergio Escalera (FG, 2024)

Verifying Machine Unlearning with Explainable AI. - Àlex Pujol Vidal; Anders Skaarup Johansen; Mohammad N. S. Jahromi; Sergio Escalera; Kamal Nasrollahi; Thomas B. Moeslund (ICPR (Workshops and Challenges, 6), 2024)

Unified Physical-Digital Face Attack Detection. - Hao Fang; Ajian Liu 001; Haocheng Yuan; Junze Zheng; Dingheng Zeng; Yanhong Liu; Jiankang Deng; Sergio Escalera; Xiaoming Liu 002; Jun Wan 001; Zhen Lei 001 (IJCAI, 2024)

FM-CLIP: Flexible Modal CLIP for Face Anti-Spoofing. - Ajian Liu 001; Hui Ma; Junze Zheng; Haocheng Yuan; Xiaoyuan Yu; Yanyan Liang 001; Sergio Escalera; Jun Wan 001; Zhen Lei 001 (ACM Multimedia, 2024)

LiDAR-Assisted 3D Human Detection for Video Surveillance. - Miquel Romero Blanch; Zenjie Li; Sergio Escalera; Kamal Nasrollahi (WACV (Workshops), 2024)

UPAR Challenge 2024: Pedestrian Attribute Recognition and Attribute-Based Person Retrieval - Dataset, Design, and Results. - Mickael Cormier; Andreas Specker; Júlio C. S. Jacques Júnior; Lennart Moritz; Jürgen Metzler; Thomas B. Moeslund; Kamal Nasrollahi; Sergio Escalera; Jürgen Beyerer (WACV (Workshops), 2024)

A Generative Multi-Resolution Pyramid and Normal-Conditioning 3D Cloth Draping. - Hunor Laczkó; Meysam Madadi; Sergio Escalera; Jordi Gonzàlez 001 (WACV, 2024)

Identifying Loitering Behavior with Trajectory Analysis. - Johnny Núñez; Zenjie Li; Sergio Escalera; Kamal Nasrollahi (WACV (Workshops), 2024)

Swin on Axes: Extending Swin Transformers to Quadtree Image Representations. - Marc Oliu; Kamal Nasrollahi; Sergio Escalera; Thomas B. Moeslund (WACV (Workshops), 2024)

TopoX: A Suite of Python Packages for Machine Learning on Topological Domains. - Mustafa Hajij; Mathilde Papillon; Florian Frantzen; Jens Agerberg; Ibrahem AlJabea; Rubén Ballester; Claudio Battiloro; Guillermo Bernárdez; Tolga Birdal; Aiden Brent; Peter Chin 001; Sergio Escalera; et al. (CoRR, 2024)

AI Competitions and Benchmarks: Dataset Development. - Romain Egele; Júlio C. S. Jacques Júnior; Jan N. van Rijn; Isabelle Guyon; Xavier Baró; Albert Clapés; Prasanna Balaprakash; Sergio Escalera; Thomas B. Moeslund; Jun Wan 001 (CoRR, 2024)

in2IN: Leveraging individual Information to Generate Human INteractions. - Pablo Ruiz-Ponce; Germán Barquero; Cristina Palmero; Sergio Escalera; Jose J. García Rodríguez (CoRR, 2024)

Attending to Topological Spaces: The Cellular Transformer. - Rubén Ballester; Pablo Hernández-García; Mathilde Papillon; Claudio Battiloro; Nina Miolane; Tolga Birdal; Carles Casacuberta; Sergio Escalera; Mustafa Hajij (CoRR, 2024)

Are we making progress in unlearning? Findings from the first NeurIPS unlearning competition. - Eleni Triantafillou; Peter Kairouz; Fabian Pedregosa; Jamie Hayes; Meghdad Kurmanji; Kairan Zhao; Vincent Dumoulin; Júlio C. S. Jacques Júnior; Ioannis Mitliagkas; Jun Wan 001; Lisheng Sun-Hosoya; Sergio Escalera; et al. (CoRR, 2024)

SoccerNet 2024 Challenges Results. - Anthony Cioppa; Silvio Giancola; Vladimir Somers; Victor Joos; Floriane Magera; Jan Held; Seyed Abolfazl Ghasemzadeh; Xin Zhou 024; Karolina Seweryn; Mateusz Kowalczyk; Zuzanna Mróz; Szymon Lukasik; et al. (CoRR, 2024)

Image inpainting enhancement by replacing the original mask with a self-attended region from the input image. - Kourosh Kiani; Razieh Rastgoo; Alireza Chaji; Sergio Escalera (CoRR, 2024)

Word separation in continuous sign language using isolated signs and post-processing. - Razieh Rastgoo; Kourosh Kiani; Sergio Escalera (Expert Syst. Appl., 2024)

A survey on recent advances in Sign Language Production. - Razieh Rastgoo; Kourosh Kiani; Sergio Escalera; Vassilis Athitsos; Mohammad Sabokrou (Expert Syst. Appl., 2024)

Multi-modal zero-shot dynamic hand gesture recognition. - Razieh Rastgoo; Kourosh Kiani; Sergio Escalera; Mohammad Sabokrou (Expert Syst. Appl., 2024)

Predicting the generalization gap in neural networks using topological data analysis. - Rubén Ballester; Xavier Arnal Clemente; Carles Casacuberta; Meysam Madadi; Ciprian A. Corneanu; Sergio Escalera (Neurocomputing, 2024)

Surveillance Face Anti-Spoofing. - Hao Fang; Ajian Liu 001; Jun Wan 001; Sergio Escalera; Chenxu Zhao; Xu Zhang; Stan Z. Li; Zhen Lei 001 (IEEE Trans. Inf. Forensics Secur., 2024)

A transformer model for boundary detection in continuous sign language. - Razieh Rastgoo; Kourosh Kiani; Sergio Escalera (Multim. Tools Appl., 2024)

Mixture-of-Attack-Experts with Class Regularization for Unified Physical-Digital Face Attack Detection. - Shunxin Chen; Ajian Liu 001; Junze Zheng; Jun Wan 001; Kailai Peng; Sergio Escalera; Zhen Lei 001 (AAAI, 2025)

From Sparse Signal to Smooth Motion: Real-Time Motion Generation with Rolling Prediction Models. - Germán Barquero; Nadine Bertsch; Manojkumar Marramreddy; Carlos Chacón; Filippo Arcadu; Ferran Rigual; Nicky Sijia He; Cristina Palmero; Sergio Escalera; Yuting Ye; Robin Kips (CVPR, 2025)

L-SWAG: Layer-Sample Wise Activation with Gradients Information for Zero-Shot NAS on Vision Transformers. - Sofia Casarin; Sergio Escalera; Oswald Lanz (CVPR, 2025)

Action Anticipation from SoccerNet Football Video Broadcasts. - Mohamad Dalal; Artur Xarles; Anthony Cioppa; Silvio Giancola; Marc Van Droogenbroeck; Bernard Ghanem; Albert Clapés; Sergio Escalera; Thomas B. Moeslund (CVPR Workshops, 2025)

Diffusion-Based Continuous Sign Language Generation with Cluster-Specific Fine-Tuning and Motion-Adapted Transformer. - Razieh Rastgoo; Kourosh Kiani; Sergio Escalera (CVPR Workshops, 2025)

MixerMDM: Learnable Composition of Human Motion Diffusion Models. - Pablo Ruiz-Ponce; Germán Barquero; Cristina Palmero; Sergio Escalera; José García Rodríguez 001 (CVPR, 2025)

Machine Unlearning in Hyperbolic vs. Euclidean Multimodal Contrastive Learning: Adapting Alignment Calibration to MERU. - Àlex Pujol Vidal; Kamal Nasrollahi; Thomas B. Moeslund; Sergio Escalera (CVPR Workshops, 2025)

Action Valuation in Sports: A Survey. - Artur Xarles; Sergio Escalera; Thomas B. Moeslund; Albert Clapés (CVPR Workshops, 2025)

MANTRA: The Manifold Triangulations Assemblage. - Rubén Ballester; Ernst Röell; Daniel Bin Schmid; Mathieu Alain; Sergio Escalera; Carles Casacuberta; Bastian Rieck (ICLR, 2025)

Transformer or Mamba for Temporal Action Localization? Insights from a Comprehensive Experimental Comparison Study. - Zejian Zhang; Cristina Palmero; Sergio Escalera (VISIGRAPP (2): VISAPP, 2025)

YOLO11-JDE: Fast and Accurate Multi-Object Tracking with Self-Supervised Re-ID. - Iñaki Erregue; Kamal Nasrollahi; Sergio Escalera (WACV (Workshops), 2025)

Fall Detection: Leveraging Depth Information in Bayesian Networks. - Marc Oliu; Rohat Bozyil; Mia Sandra Nicole Siemon; Alejandro Martinez-Senent; Sergio Escalera; Thomas B. Moeslund; Kamal Nasrollahi (WACV (Workshops), 2025)

SADA: Semantic Adversarial Unsupervised Domain Adaptation for Temporal Action Localization. - David Pujol-Perich; Albert Clapés; Sergio Escalera (WACV, 2025)

Housed pig identification and tracking for precision livestock farming. - Albert Compte; Yudong Yan; Xavier Cortés; Sergio Escalera; Júlio C. S. Jacques Júnior (Expert Syst. Appl., 2025)

Multi-modal classification of forest biodiversity potential from 2D orthophotos and 3D airborne laser scanning point clouds. - Simon Buus Jensen; Stefan Oehmcke; Andreas Møgelmose; Meysam Madadi; Christian Igel; Sergio Escalera; Thomas B. Moeslund (CoRR, 2025)

REACT 2025: the Third Multiple Appropriate Facial Reaction Generation Challenge. - Siyang Song; Micol Spitale; Xiangyu Kong; Hengde Zhu; Cheng Luo; Cristina Palmero; Germán Barquero; Sergio Escalera; Michel F. Valstar; Mohamed Daoudi; Tobias Baur 001; Fabien Ringeval; et al. (CoRR, 2025)

Sparse-Dense Side-Tuner for efficient Video Temporal Grounding. - David Pujol-Perich; Sergio Escalera; Albert Clapés (CoRR, 2025)

COOkeD: Ensemble-based OOD detection in the era of zero-shot CLIP. - Galadrielle Humblot-Renaux; Gianni Franchi; Sergio Escalera; Thomas B. Moeslund (CoRR, 2025)

Guest Editorial: Special Issue on Biometrics Security and Privacy. - Jun Wan 001; Arun Ross; Sergio Escalera (Int. J. Comput. Vis., 2025)