Two-Step Tracking by Parts Using Multiple Kernels. - Brais Martínez; Luis Ferraz; Xavier Binefa (CCIA, 2006)

Multiple Kernel Two-Step Tracking. - Brais Martínez; Luis Ferraz; Xavier Binefa; Jose Díaz-Caro (ICIP, 2006)

Ground Plane Estimation Based on Virtual Camera Rotation. - Adria Perez-Rovira; Brais Martínez; Xavier Binefa (CCIA, 2007)

A Density-Based Data Reduction Algorithm for Robust Estimators. - Luis Ferraz; Ramon Lluis Felip; Brais Martínez; Xavier Binefa (IbPRIA (2), 2007)

Structure Restriction for Tracking Through Multiple Views and Occlusions. - Brais Martínez; Adria Pérez; Luis Ferraz; Xavier Binefa (IbPRIA (1), 2007)

Piecewise affine kernel tracking for non-planar targets. - Brais Martínez; Xavier Binefa (Pattern Recognit., 2008)

Real-Time Motion Detection for a Mobile Observer Using Multiple Kernel Tracking and Belief Propagation. - Marc Vivet; Brais Martínez; Xavier Binefa (IbPRIA, 2009)

Multiple Cue Data Fusion using Markov Random Fields for Motion Detection. - Marc Vivet; Brais Martínez; Xavier Binefa (VISAPP (2), 2009)

Compatible Particles for Part-Based Tracking. - Brais Martínez; Marc Vivet; Xavier Binefa (AMDO, 2010)

Facial point detection using boosted regression and graph models. - Michel François Valstar; Brais Martínez; Xavier Binefa; Maja Pantic (CVPR, 2010)

Facial component detection in thermal imagery. - Brais Martínez; Xavier Binefa; Maja Pantic (CVPR Workshops, 2010)

DLIG: Direct Local Indirect Global Alignment for Video Mosaicing. - Marc Vivet; Brais Martínez; Xavier Binefa (IEEE Trans. Circuits Syst. Video Technol., 2011)

The MAHNOB Laughter database. - Stavros Petridis; Brais Martínez; Maja Pantic (Image Vis. Comput., 2013)

Local Evidence Aggregation for Regression-Based Facial Point Detection. - Brais Martínez; Michel François Valstar; Xavier Binefa; Maja Pantic (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Parametric temporal alignment for the detection of facial action temporal segments. - Bihan Jiang; Brais Martínez; Maja Pantic (BMVC, 2014)

Decision Level Fusion of Domain Specific Regions for Facial Action Recognition. - Bihan Jiang; Brais Martínez; Michel François Valstar; Maja Pantic (ICPR, 2014)

A Dynamic Appearance Descriptor Approach to Facial Actions Temporal Modeling. - Bihan Jiang; Michel F. Valstar; Brais Martínez; Maja Pantic (IEEE Trans. Cybern., 2014)

Learning to combine local models for facial Action Unit detection. - Shashank Jaiswal; Brais Martínez; Michel François Valstar (FG, 2015)

Learning to Transfer: Transferring Latent Task Structures and Its Application to Person-Specific Facial Action Unit Detection. - Timur R. Almaev; Brais Martínez; Michel F. Valstar (ICCV, 2015)

TRIC-track: Tracking by Regression with Incrementally Learned Cascades. - Xiaomeng Wang; Michel F. Valstar; Brais Martínez; Muhammad Haris Khan; Tony P. Pridmore (ICCV, 2015)

Facial landmarking for in-the-wild images with local inference based on global appearance. - Brais Martínez; Maja Pantic (Image Vis. Comput., 2015)

Empirical analysis of cascade deformable models for multi-view face detection. - Javier Orozco; Brais Martínez; Maja Pantic (Image Vis. Comput., 2015)

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)

The Visual Object Tracking VOT2016 Challenge Results. - Matej Kristan; Ales Leonardis; Jiri Matas; Michael Felsberg; Roman P. Pflugfelder; Luka Cehovin; Tomás Vojír; Gustav Häger; Alan Lukezic; Gustavo Fernández; Abhinav Gupta 001; Alfredo Petrosino; et al. (ECCV Workshops (2), 2016)

Cascaded Continuous Regression for Real-Time Incremental Face Tracking. - Enrique Sánchez-Lozano; Brais Martínez; Georgios Tzimiropoulos; Michel F. Valstar (ECCV (8), 2016)

L2, 1-based regression and prediction accumulation across views for robust facial landmark detection. - Brais Martínez; Michel F. Valstar (Image Vis. Comput., 2016)

Cascaded regression with sparsified feature covariance matrix for facial landmark detection. - Enrique Sánchez-Lozano; Brais Martínez; Michel F. Valstar (Pattern Recognit. Lett., 2016)

The Automatic Detection of Chronic Pain-Related Expression: Requirements, Challenges and the Multimodal EmoPain Dataset. - Min S. H. Aung; Sebastian Kaltwang; Bernardino Romera-Paredes; Brais Martínez; Aneesha Singh; Matteo Cella; Michel F. Valstar; Hongying Meng; Andrew Kemp; Moshen Shafizadeh; Aaron C. Elkins; Natalie Kanakam; et al. (IEEE Trans. Affect. Comput., 2016)

Fusing Deep Learned and Hand-Crafted Features of Appearance, Shape, and Dynamics for Automatic Pain Estimation. - Joy Egede; Michel F. Valstar; Brais Martínez (FG, 2017)

A Functional Regression Approach to Facial Landmark Tracking. - Enrique Sánchez-Lozano; Georgios Tzimiropoulos; Brais Martínez; Fernando De la Torre; Michel F. Valstar (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Action Recognition With Spatial-Temporal Discriminative Filter Banks. - Brais Martínez; Davide Modolo; Yuanjun Xiong; Joseph Tighe (ICCV, 2019)

Automatic Analysis of Facial Actions: A Survey. - Brais Martínez; Michel F. Valstar; Bihan Jiang; Maja Pantic (IEEE Trans. Affect. Comput., 2019)

BATS: Binary ArchitecTure Search. - Adrian Bulat; Brais Martínez; Georgios Tzimiropoulos (ECCV (23), 2020)

Lipreading Using Temporal Convolutional Networks. - Brais Martínez; Pingchuan Ma 001; Stavros Petridis; Maja Pantic (ICASSP, 2020)

Training binary neural networks with real-to-binary convolutions. - Brais Martínez; Jing Yang 038; Adrian Bulat; Georgios Tzimiropoulos (ICLR, 2020)

Knowledge distillation via adaptive instance normalization. - Jing Yang 038; Brais Martínez; Adrian Bulat; Georgios Tzimiropoulos (CoRR, 2020)

Knowing What, Where and When to Look: Efficient Video Action Modeling with Attention. - Juan-Manuel Pérez-Rúa; Brais Martínez; Xiatian Zhu; Antoine Toisoul; Victor Escorcia; Tao Xiang 002 (CoRR, 2020)

Egocentric Action Recognition by Video Attention and Temporal Context. - Juan-Manuel Pérez-Rúa; Antoine Toisoul; Brais Martínez; Victor Escorcia; Li Zhang 040; Xiatian Zhu; Tao Xiang 002 (CoRR, 2020)

Knowing What, Where and When to Look: Video Action modelling with Attention. - Juan-Manuel Pérez-Rúa; Brais Martínez; Xiatian Zhu; Antoine Toisoul; Victor Escorcia; Tao Xiang 002 (BMVC, 2021)

Few-shot Action Recognition with Prototype-centered Attentive Learning. - Xiatian Zhu; Antoine Toisoul; Juan-Manuel Pérez-Rúa; Li Zhang 040; Brais Martínez; Tao Xiang 002 (BMVC, 2021)

Towards Practical Lipreading with Distilled and Efficient Models. - Pingchuan Ma 001; Brais Martínez; Stavros Petridis; Maja Pantic (ICASSP, 2021)

Boundary-sensitive Pre-training for Temporal Localization in Videos. - Mengmeng Xu; Juan-Manuel Pérez-Rúa; Victor Escorcia; Brais Martínez; Xiatian Zhu; Li Zhang 040; Bernard Ghanem; Tao Xiang 002 (ICCV, 2021)

Knowledge distillation via softmax regression representation learning. - Jing Yang 038; Brais Martínez; Adrian Bulat; Georgios Tzimiropoulos (ICLR, 2021)

High-Capacity Expert Binary Networks. - Adrian Bulat; Brais Martínez; Georgios Tzimiropoulos (ICLR, 2021)

Space-time Mixing Attention for Video Transformer. - Adrian Bulat; Juan-Manuel Pérez-Rúa; Swathikiran Sudhakaran; Brais Martínez; Georgios Tzimiropoulos (NeurIPS, 2021)

Low-Fidelity Video Encoder Optimization for Temporal Action Localization. - Mengmeng Xu; Juan-Manuel Pérez-Rúa; Xiatian Zhu; Bernard Ghanem; Brais Martínez (NeurIPS, 2021)

Low-Fidelity End-to-End Video Encoder Pre-training for Temporal Action Localization. - Mengmeng Xu; Juan-Manuel Pérez-Rúa; Xiatian Zhu; Bernard Ghanem; Brais Martínez (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)

Flow Graph to Video Grounding for Weakly-Supervised Multi-step Localization. - Nikita Dvornik; Isma Hadji; Hai X. Pham; Dhaivat Bhatt; Brais Martínez; Afsaneh Fazly; Allan D. Jepson (ECCV (35), 2022)

SOS! Self-supervised Learning over Sets of Handled Objects in Egocentric Action Recognition. - Victor Escorcia; Ricardo Guerrero; Xiatian Zhu; Brais Martínez (ECCV (13), 2022)

EdgeViTs: Competing Light-Weight CNNs on Mobile Devices with Vision Transformers. - Junting Pan; Adrian Bulat; Fuwen Tan; Xiatian Zhu; Lukasz Dudziak; Hongsheng Li 001; Georgios Tzimiropoulos; Brais Martínez (ECCV (11), 2022)

iBoot: Image-bootstrapped Self-Supervised Video Representation Learning. - Fatemeh Sadat Saleh; Fuwen Tan; Adrian Bulat; Georgios Tzimiropoulos; Brais Martínez (CoRR, 2022)

Efficient Attention-free Video Shift Transformers. - Adrian Bulat; Brais Martínez; Georgios Tzimiropoulos (CoRR, 2022)

REST: REtrieve & Self-Train for generative action recognition. - Adrian Bulat; Enrique Sanchez; Brais Martínez; Georgios Tzimiropoulos (CoRR, 2022)

Variational prompt tuning improves generalization of vision-language models. - Mohammad Mahdi Derakhshani; Enrique Sanchez; Adrian Bulat; Victor Guilherme Turrisi da Costa; Cees G. M. Snoek; Georgios Tzimiropoulos; Brais Martínez (CoRR, 2022)

Graph2Vid: Flow graph to Video Grounding for Weakly-supervised Multi-Step Localization. - Nikita Dvornik; Isma Hadji; Hai X. Pham; Dhaivat Bhatt; Brais Martínez; Afsaneh Fazly; Allan D. Jepson (CoRR, 2022)

FS-DETR: Few-Shot DEtection TRansformer with prompting and without re-training. - Adrian Bulat; Ricardo Guerrero; Brais Martínez; Georgios Tzimiropoulos (ICCV, 2023)

ReGen: A good Generative zero-shot video classifier should be Rewarded. - Adrian Bulat; Enrique Sanchez; Brais Martínez; Georgios Tzimiropoulos (ICCV, 2023)

Bayesian Prompt Learning for Image-Language Model Generalization. - Mohammad Mahdi Derakhshani; Enrique Sanchez; Adrian Bulat; Victor Guilherme Turrisi da Costa; Cees G. M. Snoek; Georgios Tzimiropoulos; Brais Martínez (ICCV, 2023)

Black Box Few-Shot Adaptation for Vision-Language models. - Yassine Ouali; Adrian Bulat; Brais Martínez; Georgios Tzimiropoulos (ICCV, 2023)

Effective Self-supervised Pre-training on Low-compute Networks without Distillation. - Fuwen Tan; Fatemeh Sadat Saleh; Brais Martínez (ICLR, 2023)

SimDETR: Simplifying self-supervised pretraining for DETR. - Ioannis Maniadis Metaxas; Adrian Bulat; Ioannis Patras; Brais Martínez; Georgios Tzimiropoulos (CoRR, 2023)

Graph Guided Question Answer Generation for Procedural Question-Answering. - Hai X. Pham; Isma Hadji; Xinnuo Xu; Ziedune Degutyte; Jay Rainey; Evangelos Kazakos; Afsaneh Fazly; Georgios Tzimiropoulos; Brais Martínez (EACL (1), 2024)

You Only Need One Step: Fast Super-Resolution with Stable Diffusion via Scale Distillation. - Mehdi Noroozi; Isma Hadji; Brais Martínez; Adrian Bulat; Georgios Tzimiropoulos (ECCV (29), 2024)

CLIP-DPO: Vision-Language Models as a Source of Preference for Fixing Hallucinations in LVLMs. - Yassine Ouali; Adrian Bulat; Brais Martínez; Georgios Tzimiropoulos (ECCV (76), 2024)

Efficient Vision-Language pre-training via domain-specific learning for human activities. - Adrian Bulat; Yassine Ouali; Ricardo Guerrero; Brais Martínez; Georgios Tzimiropoulos (EMNLP, 2024)

MobileQuant: Mobile-friendly Quantization for On-device Language Models. - Fuwen Tan; Royson Lee; Lukasz Dudziak; Shell Xu Hu; Sourav Bhattacharya; Timothy M. Hospedales; Georgios Tzimiropoulos; Brais Martínez (EMNLP (Findings), 2024)

A Bayesian Approach to Data Point Selection. - Xinnuo Xu; Minyoung Kim 001; Royson Lee; Brais Martínez; Timothy M. Hospedales (NeurIPS, 2024)

Discriminative Fine-tuning of LVLMs. - Yassine Ouali; Adrian Bulat; Alexandros Xenos; Anestis Zaganidis; Ioannis Maniadis Metaxas; Brais Martínez; Georgios Tzimiropoulos (CoRR, 2024)

FAM Diffusion: Frequency and Attention Modulation for High-Resolution Image Generation with Stable Diffusion. - Haosen Yang 003; Adrian Bulat; Isma Hadji; Hai X. Pham; Xiatian Zhu; Georgios Tzimiropoulos; Brais Martínez (CVPR, 2025)

Edge-SD-SR: Low Latency and Parameter Efficient On-device Super-Resolution with Stable Diffusion via Bidirectional Conditioning. - Isma Hadji; Mehdi Noroozi; Victor Escorcia; Anestis Zaganidis; Brais Martínez; Georgios Tzimiropoulos (CVPR, 2025)

VladVA: Discriminative Fine-tuning of LVLMs. - Yassine Ouali; Adrian Bulat; Alexandros Xenos; Anestis Zaganidis; Ioannis Maniadis Metaxas; Brais Martínez; Georgios Tzimiropoulos (CVPR, 2025)

Knowledge Distillation Meets Open-Set Semi-supervised Learning. - Jing Yang 038; Xiatian Zhu; Adrian Bulat; Brais Martínez; Georgios Tzimiropoulos (Int. J. Comput. Vis., 2025)

Multi-scale Image Super Resolution with a Single Auto-Regressive Model. - Enrique Sánchez-Lozano; Isma Hadji; Adrian Bulat; Christos Tzelepis; Brais Martínez; Georgios Tzimiropoulos (CoRR, 2025)