Towards a Bayesian Approach to Robust Finding Correspondences in Multiple View Geometry Environments. - Cristian Canton-Ferrer; Josep R. Casas; Montse Pardàs (International Conference on Computational Science (2), 2005)

Fusion of multiple viewpoint information towards 3D face robust orientation detection. - Cristian Canton-Ferrer; Josep R. Casas; Montse Pardàs (ICIP (2), 2005)

Projective Kalman Filter: Multiocular Tracking of 3D Locations Towards Scene Understanding. - Cristian Canton-Ferrer; Josep R. Casas; A. Murat Tekalp; Montse Pardàs (MLMI, 2005)

UPC Audio, Video and Multimodal Person Tracking Systems in the Clear Evaluation Campaign. - Alberto Abad; Cristian Canton-Ferrer; Carlos Segura; José Luis Landabaso; Dusan Macho; Josep R. Casas; Javier Hernando; Montse Pardàs; Climent Nadeu (CLEAR, 2006)

Head Pose Detection Based on Fusion of Multiple Viewpoint Information. - Cristian Canton-Ferrer; Josep R. Casas; Montse Pardàs (CLEAR, 2006)

Human model and motion based 3D action recognition in multiple view scenarios. - Cristian Canton-Ferrer; Josep R. Casas; Montse Pardàs (EUSIPCO, 2006)

Flexible test-bed for unusual behavior detection. - István Petrás; Csaba Beleznai; Yigithan Dedeoglu; Montse Pardàs; Levente Kovács; Zoltán Szlávik; Laszlo Havasi; Tamás Szirányi; B. Ugur Töreyin; Ugur Güdükbay; A. Enis Çetin; Cristian Canton-Ferrer (CIVR, 2007)

Head Orientation Estimation Using Particle Filtering in Multiview Scenarios. - Cristian Canton-Ferrer; Josep R. Casas; Montse Pardàs (CLEAR, 2007)

Multi-person Tracking Strategies Based on Voxel Analysis. - Cristian Canton-Ferrer; Jordi Salvador; Josep R. Casas; Montse Pardàs (CLEAR, 2007)

Multi-Person 3D Tracking with Particle Filters on Voxels. - Adolfo López; Cristian Canton-Ferrer; Josep R. Casas (ICASSP (1), 2007)

Multimodal Head Orientation Towards Attention Tracking in Smartrooms. - Carlos Segura; Cristian Canton-Ferrer; Alberto Abad; Josep R. Casas; Javier Hernando (ICASSP (2), 2007)

Exploiting Structural Hierarchy in Articulated Objects Towards Robust Motion Capture. - Cristian Canton-Ferrer; Josep R. Casas; Montse Pardàs (AMDO, 2008)

Multimodal real-time focus of attention estimation in SmartRooms. - Cristian Canton-Ferrer; Carlos Segura; Montse Pardàs; Josep R. Casas; Javier Hernando (CVPR Workshops, 2008)

Audio-driven human body motion analysis and synthesis. - Ferda Ofli; Cristian Canton-Ferrer; Joëlle Tilmanne; Yasemin Demir; Elif Bozkurt; Yucel Yemez; Engin Erzin; A. Murat Tekalp (ICASSP, 2008)

Particle filtering and sparse sampling for multi-person 3D tracking. - Cristian Canton-Ferrer; Josep R. Casas; Montse Pardàs; Rossella Sblendido (ICIP, 2008)

Fusion of audio and video modalities for detection of acoustic events. - Taras Butko; Andrey Temko; Climent Nadeu; Cristian Canton-Ferrer (INTERSPEECH, 2008)

Inclusion of Video Information for Detection of Acoustic Events Using the Fuzzy Integral. - Taras Butko; Andrey Temko; Climent Nadeu; Cristian Canton-Ferrer (MLMI, 2008)

Audiovisual Head Orientation Estimation with Particle Filtering in Multisensor Scenarios. - Cristian Canton-Ferrer; Carlos Segura; Josep R. Casas; Montse Pardàs; Javier Hernando (EURASIP J. Adv. Signal Process., 2008)

An audio-driven dancing avatar. - Ferda Ofli; Yasemin Demir; Yücel Yemez; Engin Erzin; A. Murat Tekalp; Koray Balci; Idil Kizoglu; Lale Akarun; Cristian Canton-Ferrer; Joëlle Tilmanne; Elif Bozkurt; A. Tanju Erdem (J. Multimodal User Interfaces, 2008)

Audiovisual event detection towards scene understanding. - Cristian Canton-Ferrer; Taras Butko; Carlos Segura; Xavier Giró; Climent Nadeu; Javier Hernando; Josep R. Casas (CVPR Workshops, 2009)

Towards a low cost multi-camera marker based human motion capture system. - Cristian Canton-Ferrer; Josep R. Casas; Montse Pardàs (ICIP, 2009)

Improving detection of acoustic events using audiovisual data and feature level fusion. - Taras Butko; Cristian Canton-Ferrer; Carlos Segura; Xavier Giró; Climent Nadeu; Javier Hernando; Josep R. Casas (INTERSPEECH, 2009)

Activity Classification. - Kai Nickel; Montse Pardàs; Rainer Stiefelhagen; Cristian Canton-Ferrer; José Luis Landabaso; Josep R. Casas (Computers in the Human Interaction Loop, 2009)

Estimation of Head Pose. - Michael Voit; Nicolas Gourier; Cristian Canton-Ferrer; Oswald Lanz; Rainer Stiefelhagen; Roberto Brunelli (Computers in the Human Interaction Loop, 2009)

Real-Time 3D multi-person tracking using Monte Carlo Surface Sampling. - Cristian Canton-Ferrer; Josep R. Casas; Montse Pardàs (CVPR Workshops, 2010)

Spatio-temporal alignment and hyperspherical radon transform for 3D gait recognition in multi-view environments. - Cristian Canton-Ferrer; Josep R. Casas; Montse Pardàs (CVPR Workshops, 2010)

Virtual view appearance representation for human motion analysis in multi-view environments. - Adolfo López-Mendez; Cristian Canton-Ferrer; Josep R. Casas (EUSIPCO, 2010)

Marker-Based Human Motion Capture in Multiview Sequences. - Cristian Canton-Ferrer; Josep R. Casas; Montse Pardàs (EURASIP J. Adv. Signal Process., 2010)

Human motion capture using scalable body models. - Cristian Canton-Ferrer; Josep R. Casas; Montse Pardàs (Comput. Vis. Image Underst., 2011)

Acoustic Event Detection Based on Feature-Level Fusion of Audio and Video Modalities. - Taras Butko; Cristian Canton-Ferrer; Carlos Segura; Xavier Giró; Climent Nadeu; Javier Hernando; Josep R. Casas (EURASIP J. Adv. Signal Process., 2011)

Multi-camera multi-object voxel-based Monte Carlo 3D tracking strategies. - Cristian Canton-Ferrer; Josep R. Casas; Montse Pardàs; Enric Monte (EURASIP J. Adv. Signal Process., 2011)

Learning by Tracking: Siamese CNN for Robust Target Association. - Laura Leal-Taixé; Cristian Canton-Ferrer; Konrad Schindler (CVPR Workshops, 2016)

Emotion recognition in the wild from videos using images. - Sarah Adel Bargal; Emad Barsoum; Cristian Canton-Ferrer; Cha Zhang (ICMI, 2016)

Training deep networks for facial expression recognition with crowd-sourced label distribution. - Emad Barsoum; Cha Zhang; Cristian Canton-Ferrer; Zhengyou Zhang (ICMI, 2016)

Disentangling Motion, Foreground and Background Features in Videos. - Xunyu Lin; Victor Campos 001; Xavier Giró-i-Nieto; Jordi Torres; Cristian Canton-Ferrer (CoRR, 2017)

SalGAN: Visual Saliency Prediction with Generative Adversarial Networks. - Junting Pan; Cristian Canton-Ferrer; Kevin McGuinness; Noel E. O'Connor; Jordi Torres; Elisa Sayrol; Xavier Giró-i-Nieto (CoRR, 2017)

Social Style Characterization from Egocentric Photo-streams. - Maedeh Aghaei; Mariella Dimiccoli; Cristian Canton-Ferrer; Petia Radeva (CoRR, 2017)

Eye In-Painting With Exemplar Generative Adversarial Networks. - Brian Dolhansky; Cristian Canton-Ferrer (CVPR, 2018)

Towards social pattern characterization in egocentric photo-streams. - Maedeh Aghaei; Mariella Dimiccoli; Cristian Canton-Ferrer; Petia Radeva (Comput. Vis. Image Underst., 2018)

Hate Speech in Pixels: Detection of Offensive Memes towards Automatic Moderation. - Benet Oriol Sabat; Cristian Canton-Ferrer; Xavier Giró-i-Nieto (CoRR, 2019)

The Deepfake Detection Challenge (DFDC) Preview Dataset. - Brian Dolhansky; Russ Howes; Ben Pflaum; Nicole Baram; Cristian Canton-Ferrer (CoRR, 2019)

Deep Poisoning Functions: Towards Robust Privacy-safe Image Data Sharing. - Hao Guo 002; Brian Dolhansky; Eric Hsin; Phong Dinh; Song Wang 002; Cristian Canton-Ferrer (CoRR, 2019)

The DeepFake Detection Challenge Dataset. - Brian Dolhansky; Joanna Bitton; Ben Pflaum; Jikuo Lu; Russ Howes; Menglin Wang; Cristian Canton-Ferrer (CoRR, 2020)

Adversarial collision attacks on image hashing functions. - Brian Dolhansky; Cristian Canton-Ferrer (CoRR, 2020)

Adversarial Evaluation of Multimodal Models under Realistic Gray Box Assumption. - Ivan Evtimov; Russ Howes; Brian Dolhansky; Hamed Firooz; Cristian Canton-Ferrer (CoRR, 2020)

Casual Conversations: A Dataset for Measuring Fairness in AI. - Caner Hazirbas; Joanna Bitton; Brian Dolhansky; Jacqueline Pan; Albert Gordo; Cristian Canton-Ferrer (CVPR Workshops, 2021)

Adversarial Threats to DeepFake Detection: A Practical Perspective. - Paarth Neekhara; Brian Dolhansky; Joanna Bitton; Cristian Canton-Ferrer (CVPR Workshops, 2021)

Results and findings of the 2021 Image Similarity Challenge. - Zoë Papakipos; Giorgos Tolias; Tomás Jenícek; Ed Pizzi; Shuhei Yokoo; Wenhao Wang; Yifan Sun 003; Weipu Zhang; Yi Yang 001; Sanjay Addicam; Sergio Manuel Papadakis; Cristian Canton-Ferrer; et al. (NeurIPS (Competition and Demos), 2021)

Deep Poisoning: Towards Robust Image Data Sharing against Visual Disclosure. - Hao Guo 002; Brian Dolhansky; Eric Hsin; Phong Dinh; Cristian Canton-Ferrer; Song Wang 002 (WACV, 2021)

Localized Uncertainty Attacks. - Ousmane Amadou Dia; Theofanis Karaletsos; Caner Hazirbas; Cristian Canton-Ferrer; Ilknur Kaynar Kabul; Erik Meijer 001 (CoRR, 2021)

The 2021 Image Similarity Dataset and Challenge. - Matthijs Douze; Giorgos Tolias; Ed Pizzi; Zoë Papakipos; Lowik Chanussot; Filip Radenovic; Tomás Jenícek; Maxim Maximov; Laura Leal-Taixé; Ismail Elezi; Ondrej Chum; Cristian Canton-Ferrer (CoRR, 2021)

Generating High Fidelity Data from Low-density Regions using Diffusion Models. - Vikash Sehwag; Caner Hazirbas; Albert Gordo; Firat Ozgenel; Cristian Canton-Ferrer (CVPR, 2022)

Pixinwav: Residual Steganography for Hiding Pixels in Audio. - Margarita Geleta; Cristina Punti; Kevin McGuinness; Jordi Pons; Cristian Canton; Xavier Giró-i-Nieto (ICASSP, 2022)

Affective Signals in a Social Media Recommender System. - Jane Dwivedi-Yu; Yi-Chia Wang; Lijing Qin; Cristian Canton-Ferrer; Alon Y. Halevy (KDD, 2022)

Preserving integrity in online social networks. - Alon Y. Halevy; Cristian Canton-Ferrer; Hao Ma; Umut Ozertem; Patrick Pantel; Marzieh Saeidi; Fabrizio Silvestri; Ves Stoyanov (Commun. ACM, 2022)

Casual Conversations v2: Designing a large consent-driven dataset to measure algorithmic bias and robustness. - Caner Hazirbas; Yejin Bang; Tiezheng Yu; Parisa Assar; Bilal Porgali; Vítor Albiero; Stefan Hermanek; Jacqueline Pan; Emily McReynolds; Miranda Bogen; Pascale Fung; Cristian Canton-Ferrer (CoRR, 2022)

Exposing Vulnerabilities of Deepfake Detection Systems with Robust Attacks. - Shehzeen Hussain; Paarth Neekhara; Brian Dolhansky; Joanna Bitton; Cristian Canton Ferrer; Julian J. McAuley; Farinaz Koushanfar (DTRAP, 2022)

Towards Measuring Fairness in AI: The Casual Conversations Dataset. - Caner Hazirbas; Joanna Bitton; Brian Dolhansky; Jacqueline Pan; Albert Gordo; Cristian Canton-Ferrer (IEEE Trans. Biom. Behav. Identity Sci., 2022)

A Whac-A-Mole Dilemma: Shortcuts Come in Multiples Where Mitigating One Amplifies Others. - Zhiheng Li 002; Ivan Evtimov; Albert Gordo; Caner Hazirbas; Tal Hassner; Cristian Canton-Ferrer; Chenliang Xu; Mark Ibrahim (CVPR, 2023)

The Casual Conversations v2 Dataset : A diverse, large benchmark for measuring fairness and robustness in audio/vision/speech models. - Bilal Porgali; Vítor Albiero; Jordan Ryda; Cristian Canton-Ferrer; Caner Hazirbas (CVPR Workshops, 2023)

VPA: Fully Test-Time Visual Prompt Adaptation. - Jiachen Sun; Mark Ibrahim; Melissa Hall; Ivan Evtimov; Z. Morley Mao; Cristian Canton-Ferrer; Caner Hazirbas (ACM Multimedia, 2023)

The Casual Conversations v2 Dataset. - Bilal Porgali; Vítor Albiero; Jordan Ryda; Cristian Canton-Ferrer; Caner Hazirbas (CoRR, 2023)

Data-Driven but Privacy-Conscious: Pedestrian Dataset De-identification via Full-Body Person Synthesis. - Maxim Maximov; Tim Meinhardt; Ismail Elezi; Zoe Papakipos; Caner Hazirbas; Cristian Canton-Ferrer; Laura Leal-Taixé (CoRR, 2023)

Llama 2: Open Foundation and Fine-Tuned Chat Models. - Hugo Touvron; Louis Martin; Kevin Stone; Peter Albert; Amjad Almahairi; Yasmine Babaei; Nikolay Bashlykov; Soumya Batra; Prajjwal Bhargava; Shruti Bhosale; Dan Bikel; Lukas Blecher; et al. (CoRR, 2023)

Code Llama: Open Foundation Models for Code. - Baptiste Rozière; Jonas Gehring; Fabian Gloeckle; Sten Sootla; Itai Gat; Xiaoqing Ellen Tan; Yossi Adi; Jingyu Liu; Tal Remez; Jérémy Rapin; Artyom Kozhevnikov; Ivan Evtimov; et al. (CoRR, 2023)

On Responsible Machine Learning Datasets with Fairness, Privacy, and Regulatory Norms. - Surbhi Mittal; Kartik Thakral; Richa Singh 001; Mayank Vatsa; Tamar Glaser; Cristian Canton-Ferrer; Tal Hassner (CoRR, 2023)

Data-Driven but Privacy-Conscious: Pedestrian Dataset De-Identification via Full-Body Person Synthesis. - Maxim Maximov; Tim Meinhardt; Zoe Papakipos; Caner Hazirbas; Cristian Canton; Laura Leal-Taixé (FG, 2024)

Fairness-Aware Meta-Learning via Nash Bargaining. - Yi Zeng 005; Xuelin Yang; Li Chen; Cristian Canton Ferrer; Ming Jin 002; Michael I. Jordan; Ruoxi Jia 001 (NeurIPS, 2024)

Towards Red Teaming in Multimodal and Multilingual Translation. - Christophe Ropers; David Dale; Prangthip Hansanti; Gabriel Mejia Gonzalez; Ivan Evtimov; Corinne Wong; Christophe Touret; Kristina Pereyra; Seohyun Sonia Kim; Cristian Canton-Ferrer; Pierre Andrews; Marta R. Costa-jussà (CoRR, 2024)

The Llama 3 Herd of Models. - Abhimanyu Dubey; Abhinav Jauhri; Abhinav Pandey; Abhishek Kadian; Ahmad Al-Dahle; Aiesha Letman; Akhil Mathur; Alan Schelten; Amy Yang; Angela Fan; Anirudh Goyal; Anthony Hartshorn; et al. (CoRR, 2024)

Automated Red Teaming with GOAT: the Generative Offensive Agent Tester. - Maya Pavlova; Erik Brinkman; Krithika Iyer; Vitor Albiero; Joanna Bitton; Hailey Nguyen; Joe Li; Cristian Canton-Ferrer; Ivan Evtimov; Aaron Grattafiori (CoRR, 2024)

On responsible machine learning datasets emphasizing fairness, privacy and regulatory norms with examples in biometrics and healthcare. - Surbhi Mittal; Kartik Thakral; Richa Singh 001; Mayank Vatsa; Tamar Glaser; Cristian Canton-Ferrer; Tal Hassner (Nat. Mac. Intell., 2024)