Cristian Canton-Ferrer

79 papers A* 5A 3B 4Misc 2Journal 41Unranked 22

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Automated Red Teaming with GOAT: the Generative Offensive Agent Tester. CoRR Maya Pavlova, Erik Brinkman, Krithika Iyer, Vitor Albiero, Joanna Bitton, Hailey Nguyen, Joe Li, Cristian Canton-Ferrer, Ivan Evtimov, Aaron Grattafiori
2024	J	`jnl`	On responsible machine learning datasets emphasizing fairness, privacy and regulatory norms with examples in biometrics and healthcare. Nat. Mac. Intell. Surbhi Mittal, Kartik Thakral, Richa Singh, Mayank Vatsa, Tamar Glaser, Cristian Canton-Ferrer, Tal Hassner
2024	J	`jnl`	Towards Red Teaming in Multimodal and Multilingual Translation. CoRR 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
2023	A*	`conf`	A Whac-A-Mole Dilemma: Shortcuts Come in Multiples Where Mitigating One Amplifies Others. CVPR Zhiheng Li, Ivan Evtimov, Albert Gordo, Caner Hazirbas, Tal Hassner, Cristian Canton-Ferrer, Chenliang Xu, Mark Ibrahim
2023	J	`jnl`	Code Llama: Open Foundation Models for Code. CoRR 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, Joanna Bitton, Manish Bhatt, Cristian Canton-Ferrer, Aaron Grattafiori, Wenhan Xiong, Alexandre Défossez, Jade Copet, Faisal Azhar, Hugo Touvron, Louis Martin, Nicolas Usunier, Thomas Scialom, Gabriel Synnaeve
2023	J	`jnl`	Data-Driven but Privacy-Conscious: Pedestrian Dataset De-identification via Full-Body Person Synthesis. CoRR Maxim Maximov, Tim Meinhardt, Ismail Elezi, Zoe Papakipos, Caner Hazirbas, Cristian Canton-Ferrer, Laura Leal-Taixé
2023	J	`jnl`	Llama 2: Open Foundation and Fine-Tuned Chat Models. CoRR Hugo Touvron, Louis Martin, Kevin Stone, Peter Albert, Amjad Almahairi, Yasmine Babaei, Nikolay Bashlykov, Soumya Batra, Prajjwal Bhargava, Shruti Bhosale, Dan Bikel, Lukas Blecher, Cristian Canton-Ferrer, Moya Chen, Guillem Cucurull, David Esiobu, Jude Fernandes, Jeremy Fu, Wenyin Fu, Brian Fuller, Cynthia Gao, Vedanuj Goswami, Naman Goyal, Anthony Hartshorn, Saghar Hosseini, Rui Hou, Hakan Inan, Marcin Kardas, Viktor Kerkez, Madian Khabsa, Isabel Kloumann, Artem Korenev, Punit Singh Koura, Marie-Anne Lachaux, Thibaut Lavril, Jenya Lee, Diana Liskovich, Yinghai Lu, Yuning Mao, Xavier Martinet, Todor Mihaylov, Pushkar Mishra, Igor Molybog, Yixin Nie, Andrew Poulton, Jeremy Reizenstein, Rashi Rungta, Kalyan Saladi, Alan Schelten, Ruan Silva, Eric Michael Smith, Ranjan Subramanian, Xiaoqing Ellen Tan, Binh Tang, Ross Taylor, Adina Williams, Jian Xiang Kuan, Puxin Xu, Zheng Yan, Iliyan Zarov, Yuchen Zhang, Angela Fan, Melanie Kambadur, Sharan Narang, Aurélien Rodriguez, Robert Stojnic, Sergey Edunov, Thomas Scialom
2023	J	`jnl`	On Responsible Machine Learning Datasets with Fairness, Privacy, and Regulatory Norms. CoRR Surbhi Mittal, Kartik Thakral, Richa Singh, Mayank Vatsa, Tamar Glaser, Cristian Canton-Ferrer, Tal Hassner
2023	—	`conf`	The Casual Conversations v2 Dataset : A diverse, large benchmark for measuring fairness and robustness in audio/vision/speech models. CVPR Workshops Bilal Porgali, Vítor Albiero, Jordan Ryda, Cristian Canton-Ferrer, Caner Hazirbas
2023	J	`jnl`	The Casual Conversations v2 Dataset. CoRR Bilal Porgali, Vítor Albiero, Jordan Ryda, Cristian Canton-Ferrer, Caner Hazirbas
2023	A*	`conf`	VPA: Fully Test-Time Visual Prompt Adaptation. ACM Multimedia Jiachen Sun, Mark Ibrahim, Melissa Hall, Ivan Evtimov, Z. Morley Mao, Cristian Canton-Ferrer, Caner Hazirbas
2023	J	`jnl`	VPA: Fully Test-Time Visual Prompt Adaptation. CoRR Jiachen Sun, Mark Ibrahim, Melissa Hall, Ivan Evtimov, Z. Morley Mao, Cristian Canton-Ferrer, Caner Hazirbas
2022	J	`jnl`	A Whac-A-Mole Dilemma: Shortcuts Come in Multiples Where Mitigating One Amplifies Others. CoRR Zhiheng Li, Ivan Evtimov, Albert Gordo, Caner Hazirbas, Tal Hassner, Cristian Canton-Ferrer, Chenliang Xu, Mark Ibrahim
2022	A*	`conf`	Affective Signals in a Social Media Recommender System. KDD Jane Dwivedi-Yu, Yi-Chia Wang, Lijing Qin, Cristian Canton-Ferrer, Alon Y. Halevy
2022	J	`jnl`	Affective Signals in a Social Media Recommender System. CoRR Jane Dwivedi-Yu, Yi-Chia Wang, Lijing Qin, Cristian Canton-Ferrer, Alon Y. Halevy
2022	J	`jnl`	Casual Conversations v2: Designing a large consent-driven dataset to measure algorithmic bias and robustness. CoRR 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
2022	A*	`conf`	Generating High Fidelity Data from Low-density Regions using Diffusion Models. CVPR Vikash Sehwag, Caner Hazirbas, Albert Gordo, Firat Ozgenel, Cristian Canton-Ferrer
2022	J	`jnl`	Generating High Fidelity Data from Low-density Regions using Diffusion Models. CoRR Vikash Sehwag, Caner Hazirbas, Albert Gordo, Firat Ozgenel, Cristian Canton-Ferrer
2022	J	`jnl`	Preserving integrity in online social networks. Commun. ACM Alon Y. Halevy, Cristian Canton-Ferrer, Hao Ma, Umut Ozertem, Patrick Pantel, Marzieh Saeidi, Fabrizio Silvestri, Ves Stoyanov
2022	J	`jnl`	Results and findings of the 2021 Image Similarity Challenge. CoRR Zoë Papakipos, Giorgos Tolias, Tomás Jenícek, Ed Pizzi, Shuhei Yokoo, Wenhao Wang, Yifan Sun, Weipu Zhang, Yi Yang, Sanjay Addicam, Sergio Manuel Papadakis, Cristian Canton-Ferrer, Ondrej Chum, Matthijs Douze
2022	J	`jnl`	Towards Measuring Fairness in AI: The Casual Conversations Dataset. IEEE Trans. Biom. Behav. Identity Sci. Caner Hazirbas, Joanna Bitton, Brian Dolhansky, Jacqueline Pan, Albert Gordo, Cristian Canton-Ferrer
2021	—	`conf`	Adversarial Threats to DeepFake Detection: A Practical Perspective. CVPR Workshops Paarth Neekhara, Brian Dolhansky, Joanna Bitton, Cristian Canton-Ferrer
2021	—	`conf`	Casual Conversations: A Dataset for Measuring Fairness in AI. CVPR Workshops Caner Hazirbas, Joanna Bitton, Brian Dolhansky, Jacqueline Pan, Albert Gordo, Cristian Canton-Ferrer
2021	A	`conf`	Deep Poisoning: Towards Robust Image Data Sharing against Visual Disclosure. WACV Hao Guo, Brian Dolhansky, Eric Hsin, Phong Dinh, Cristian Canton-Ferrer, Song Wang
2021	J	`jnl`	Localized Uncertainty Attacks. CoRR Ousmane Amadou Dia, Theofanis Karaletsos, Caner Hazirbas, Cristian Canton-Ferrer, Ilknur Kaynar Kabul, Erik Meijer
2021	—	`conf`	Results and findings of the 2021 Image Similarity Challenge. NeurIPS (Competition and Demos) Zoë Papakipos, Giorgos Tolias, Tomás Jenícek, Ed Pizzi, Shuhei Yokoo, Wenhao Wang, Yifan Sun, Weipu Zhang, Yi Yang, Sanjay Addicam, Sergio Manuel Papadakis, Cristian Canton-Ferrer, Ondrej Chum, Matthijs Douze
2021	J	`jnl`	The 2021 Image Similarity Dataset and Challenge. CoRR 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
2021	J	`jnl`	Towards measuring fairness in AI: the Casual Conversations dataset. CoRR Caner Hazirbas, Joanna Bitton, Brian Dolhansky, Jacqueline Pan, Albert Gordo, Cristian Canton-Ferrer
2020	J	`jnl`	Adversarial Evaluation of Multimodal Models under Realistic Gray Box Assumption. CoRR Ivan Evtimov, Russ Howes, Brian Dolhansky, Hamed Firooz, Cristian Canton-Ferrer
2020	J	`jnl`	Adversarial Threats to DeepFake Detection: A Practical Perspective. CoRR Paarth Neekhara, Brian Dolhansky, Joanna Bitton, Cristian Canton-Ferrer
2020	J	`jnl`	Adversarial collision attacks on image hashing functions. CoRR Brian Dolhansky, Cristian Canton-Ferrer
2020	J	`jnl`	Preserving Integrity in Online Social Networks. CoRR Alon Y. Halevy, Cristian Canton-Ferrer, Hao Ma, Umut Ozertem, Patrick Pantel, Marzieh Saeidi, Fabrizio Silvestri, Ves Stoyanov
2020	J	`jnl`	The DeepFake Detection Challenge Dataset. CoRR Brian Dolhansky, Joanna Bitton, Ben Pflaum, Jikuo Lu, Russ Howes, Menglin Wang, Cristian Canton-Ferrer
2019	J	`jnl`	Deep Poisoning Functions: Towards Robust Privacy-safe Image Data Sharing. CoRR Hao Guo, Brian Dolhansky, Eric Hsin, Phong Dinh, Song Wang, Cristian Canton-Ferrer
2019	J	`jnl`	Hate Speech in Pixels: Detection of Offensive Memes towards Automatic Moderation. CoRR Benet Oriol Sabat, Cristian Canton-Ferrer, Xavier Giró-i-Nieto
2019	J	`jnl`	The Deepfake Detection Challenge (DFDC) Preview Dataset. CoRR Brian Dolhansky, Russ Howes, Ben Pflaum, Nicole Baram, Cristian Canton-Ferrer
2018	A*	`conf`	Eye In-Painting With Exemplar Generative Adversarial Networks. CVPR Brian Dolhansky, Cristian Canton-Ferrer
2018	J	`jnl`	Towards social pattern characterization in egocentric photo-streams. Comput. Vis. Image Underst. Maedeh Aghaei, Mariella Dimiccoli, Cristian Canton-Ferrer, Petia Radeva
2017	J	`jnl`	Disentangling Motion, Foreground and Background Features in Videos. CoRR Xunyu Lin, Victor Campos, Xavier Giró-i-Nieto, Jordi Torres, Cristian Canton-Ferrer
2017	J	`jnl`	Eye In-Painting with Exemplar Generative Adversarial Networks. CoRR Brian Dolhansky, Cristian Canton-Ferrer
2017	J	`jnl`	SalGAN: Visual Saliency Prediction with Generative Adversarial Networks. CoRR Junting Pan, Cristian Canton-Ferrer, Kevin McGuinness, Noel E. O'Connor, Jordi Torres, Elisa Sayrol, Xavier Giró-i-Nieto
2017	J	`jnl`	Social Style Characterization from Egocentric Photo-streams. CoRR Maedeh Aghaei, Mariella Dimiccoli, Cristian Canton-Ferrer, Petia Radeva
2017	J	`jnl`	Towards social pattern characterization in egocentric photo-streams. CoRR Maedeh Aghaei, Mariella Dimiccoli, Cristian Canton-Ferrer, Petia Radeva
2016	B	`conf`	Emotion recognition in the wild from videos using images. ICMI Sarah Adel Bargal, Emad Barsoum, Cristian Canton-Ferrer, Cha Zhang
2016	—	`conf`	Learning by Tracking: Siamese CNN for Robust Target Association. CVPR Workshops Laura Leal-Taixé, Cristian Canton-Ferrer, Konrad Schindler
2016	J	`jnl`	Learning by tracking: Siamese CNN for robust target association. CoRR Laura Leal-Taixé, Cristian Canton-Ferrer, Konrad Schindler
2016	J	`jnl`	Training Deep Networks for Facial Expression Recognition with Crowd-Sourced Label Distribution. CoRR Emad Barsoum, Cha Zhang, Cristian Canton-Ferrer, Zhengyou Zhang
2016	B	`conf`	Training deep networks for facial expression recognition with crowd-sourced label distribution. ICMI Emad Barsoum, Cha Zhang, Cristian Canton-Ferrer, Zhengyou Zhang
2011	J	`jnl`	Acoustic Event Detection Based on Feature-Level Fusion of Audio and Video Modalities. EURASIP J. Adv. Signal Process. Taras Butko, Cristian Canton-Ferrer, Carlos Segura, Xavier Giró, Climent Nadeu, Javier Hernando, Josep R. Casas
2011	J	`jnl`	Human motion capture using scalable body models. Comput. Vis. Image Underst. Cristian Canton-Ferrer, Josep R. Casas, Montse Pardàs
2011	J	`jnl`	Multi-camera multi-object voxel-based Monte Carlo 3D tracking strategies. EURASIP J. Adv. Signal Process. Cristian Canton-Ferrer, Josep R. Casas, Montse Pardàs, Enric Monte
2010	J	`jnl`	Marker-Based Human Motion Capture in Multiview Sequences. EURASIP J. Adv. Signal Process. Cristian Canton-Ferrer, Josep R. Casas, Montse Pardàs
2010	—	`conf`	Real-Time 3D multi-person tracking using Monte Carlo Surface Sampling. CVPR Workshops Cristian Canton-Ferrer, Josep R. Casas, Montse Pardàs
2010	—	`conf`	Spatio-temporal alignment and hyperspherical radon transform for 3D gait recognition in multi-view environments. CVPR Workshops Cristian Canton-Ferrer, Josep R. Casas, Montse Pardàs
2010	—	`conf`	Virtual view appearance representation for human motion analysis in multi-view environments. EUSIPCO Adolfo López-Mendez, Cristian Canton-Ferrer, Josep R. Casas
2009	—	`ch.`	Activity Classification. Computers in the Human Interaction Loop Kai Nickel, Montse Pardàs, Rainer Stiefelhagen, Cristian Canton-Ferrer, José Luis Landabaso, Josep R. Casas
2009	—	`conf`	Audiovisual event detection towards scene understanding. CVPR Workshops Cristian Canton-Ferrer, Taras Butko, Carlos Segura, Xavier Giró, Climent Nadeu, Javier Hernando, Josep R. Casas
2009	—	`ch.`	Estimation of Head Pose. Computers in the Human Interaction Loop Michael Voit, Nicolas Gourier, Cristian Canton-Ferrer, Oswald Lanz, Rainer Stiefelhagen, Roberto Brunelli
2009	A	`conf`	Improving detection of acoustic events using audiovisual data and feature level fusion. INTERSPEECH Taras Butko, Cristian Canton-Ferrer, Carlos Segura, Xavier Giró, Climent Nadeu, Javier Hernando, Josep R. Casas
2009	B	`conf`	Towards a low cost multi-camera marker based human motion capture system. ICIP Cristian Canton-Ferrer, Josep R. Casas, Montse Pardàs
2008	J	`jnl`	An audio-driven dancing avatar. J. Multimodal User Interfaces 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
2008	Misc	`conf`	Audio-driven human body motion analysis and synthesis. ICASSP Ferda Ofli, Cristian Canton-Ferrer, Joëlle Tilmanne, Yasemin Demir, Elif Bozkurt, Yucel Yemez, Engin Erzin, A. Murat Tekalp
2008	J	`jnl`	Audiovisual Head Orientation Estimation with Particle Filtering in Multisensor Scenarios. EURASIP J. Adv. Signal Process. Cristian Canton-Ferrer, Carlos Segura, Josep R. Casas, Montse Pardàs, Javier Hernando
2008	—	`conf`	Exploiting Structural Hierarchy in Articulated Objects Towards Robust Motion Capture. AMDO Cristian Canton-Ferrer, Josep R. Casas, Montse Pardàs
2008	A	`conf`	Fusion of audio and video modalities for detection of acoustic events. INTERSPEECH Taras Butko, Andrey Temko, Climent Nadeu, Cristian Canton-Ferrer
2008	—	`conf`	Inclusion of Video Information for Detection of Acoustic Events Using the Fuzzy Integral. MLMI Taras Butko, Andrey Temko, Climent Nadeu, Cristian Canton-Ferrer
2008	—	`conf`	Multimodal real-time focus of attention estimation in SmartRooms. CVPR Workshops Cristian Canton-Ferrer, Carlos Segura, Montse Pardàs, Josep R. Casas, Javier Hernando
2008	B	`conf`	Particle filtering and sparse sampling for multi-person 3D tracking. ICIP Cristian Canton-Ferrer, Josep R. Casas, Montse Pardàs, Rossella Sblendido
2007	—	`conf`	Flexible test-bed for unusual behavior detection. CIVR 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
2007	—	`conf`	Head Orientation Estimation Using Particle Filtering in Multiview Scenarios. CLEAR Cristian Canton-Ferrer, Josep R. Casas, Montse Pardàs
2007	—	`conf`	Multi-Person 3D Tracking with Particle Filters on Voxels. ICASSP (1) Adolfo López, Cristian Canton-Ferrer, Josep R. Casas
2007	—	`conf`	Multi-person Tracking Strategies Based on Voxel Analysis. CLEAR Cristian Canton-Ferrer, Jordi Salvador, Josep R. Casas, Montse Pardàs
2007	—	`conf`	Multimodal Head Orientation Towards Attention Tracking in Smartrooms. ICASSP (2) Carlos Segura, Cristian Canton-Ferrer, Alberto Abad, Josep R. Casas, Javier Hernando
2006	—	`conf`	Head Pose Detection Based on Fusion of Multiple Viewpoint Information. CLEAR Cristian Canton-Ferrer, Josep R. Casas, Montse Pardàs
2006	—	`conf`	Human model and motion based 3D action recognition in multiple view scenarios. EUSIPCO Cristian Canton-Ferrer, Josep R. Casas, Montse Pardàs
2006	—	`conf`	UPC Audio, Video and Multimodal Person Tracking Systems in the Clear Evaluation Campaign. CLEAR Alberto Abad, Cristian Canton-Ferrer, Carlos Segura, José Luis Landabaso, Dusan Macho, Josep R. Casas, Javier Hernando, Montse Pardàs, Climent Nadeu
2005	—	`conf`	Fusion of multiple viewpoint information towards 3D face robust orientation detection. ICIP (2) Cristian Canton-Ferrer, Josep R. Casas, Montse Pardàs
2005	—	`conf`	Projective Kalman Filter: Multiocular Tracking of 3D Locations Towards Scene Understanding. MLMI Cristian Canton-Ferrer, Josep R. Casas, A. Murat Tekalp, Montse Pardàs
2005	Misc	`conf`	Towards a Bayesian Approach to Robust Finding Correspondences in Multiple View Geometry Environments. International Conference on Computational Science (2) Cristian Canton-Ferrer, Josep R. Casas, Montse Pardàs