Cristian Canton-Ferrer

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 44

Top Topics

Exploration Exploitation Dilemma

Image Similarity

Top Venues

Publications

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
Towards Red Teaming in Multimodal and Multilingual Translation. CoRR (2024)
Bilal Porgali, Vítor Albiero, Jordan Ryda, Cristian Canton-Ferrer, Caner Hazirbas
The Casual Conversations v2 Dataset. CoRR (2023)
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
Llama 2: Open Foundation and Fine-Tuned Chat Models. CoRR (2023)
Zhiheng Li, Ivan Evtimov, Albert Gordo, Caner Hazirbas, Tal Hassner, Cristian Canton-Ferrer, Chenliang Xu, Mark Ibrahim
A Whac-A-Mole Dilemma: Shortcuts Come in Multiples Where Mitigating One Amplifies Others. CVPR (2023)
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
Code Llama: Open Foundation Models for Code. CoRR (2023)
Jiachen Sun, Mark Ibrahim, Melissa Hall, Ivan Evtimov, Z. Morley Mao, Cristian Canton-Ferrer, Caner Hazirbas
VPA: Fully Test-Time Visual Prompt Adaptation. CoRR (2023)
Jiachen Sun, Mark Ibrahim, Melissa Hall, Ivan Evtimov, Z. Morley Mao, Cristian Canton-Ferrer, Caner Hazirbas
VPA: Fully Test-Time Visual Prompt Adaptation. ACM Multimedia (2023)
Bilal Porgali, Vítor Albiero, Jordan Ryda, Cristian Canton-Ferrer, Caner Hazirbas
The Casual Conversations v2 Dataset : A diverse, large benchmark for measuring fairness and robustness in audio/vision/speech models. CVPR Workshops (2023)
Surbhi Mittal, Kartik Thakral, Richa Singh, Mayank Vatsa, Tamar Glaser, Cristian Canton-Ferrer, Tal Hassner
On Responsible Machine Learning Datasets with Fairness, Privacy, and Regulatory Norms. CoRR (2023)
Alon Y. Halevy, Cristian Canton-Ferrer, Hao Ma, Umut Ozertem, Patrick Pantel, Marzieh Saeidi, Fabrizio Silvestri, Ves Stoyanov
Preserving integrity in online social networks. Commun. ACM 65 (2) (2022)
Jane Dwivedi-Yu, Yi-Chia Wang, Lijing Qin, Cristian Canton-Ferrer, Alon Y. Halevy
Affective Signals in a Social Media Recommender System. CoRR (2022)
Jane Dwivedi-Yu, Yi-Chia Wang, Lijing Qin, Cristian Canton-Ferrer, Alon Y. Halevy
Affective Signals in a Social Media Recommender System. KDD (2022)
Caner Hazirbas, Joanna Bitton, Brian Dolhansky, Jacqueline Pan, Albert Gordo, Cristian Canton-Ferrer
Towards Measuring Fairness in AI: The Casual Conversations Dataset. IEEE Trans. Biom. Behav. Identity Sci. 4 (3) (2022)
Vikash Sehwag, Caner Hazirbas, Albert Gordo, Firat Ozgenel, Cristian Canton-Ferrer
Generating High Fidelity Data from Low-density Regions using Diffusion Models. CVPR (2022)
Zhiheng Li, Ivan Evtimov, Albert Gordo, Caner Hazirbas, Tal Hassner, Cristian Canton-Ferrer, Chenliang Xu, Mark Ibrahim
A Whac-A-Mole Dilemma: Shortcuts Come in Multiples Where Mitigating One Amplifies Others. CoRR (2022)
Vikash Sehwag, Caner Hazirbas, Albert Gordo, Firat Ozgenel, Cristian Canton-Ferrer
Generating High Fidelity Data from Low-density Regions using Diffusion Models. CoRR (2022)
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
Casual Conversations v2: Designing a large consent-driven dataset to measure algorithmic bias and robustness. CoRR (2022)
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
Results and findings of the 2021 Image Similarity Challenge. CoRR (2022)
Ousmane Amadou Dia, Theofanis Karaletsos, Caner Hazirbas, Cristian Canton-Ferrer, Ilknur Kaynar Kabul, Erik Meijer
Localized Uncertainty Attacks. CoRR (2021)
Caner Hazirbas, Joanna Bitton, Brian Dolhansky, Jacqueline Pan, Albert Gordo, Cristian Canton-Ferrer
Towards measuring fairness in AI: the Casual Conversations dataset. CoRR (2021)
Hao Guo, Brian Dolhansky, Eric Hsin, Phong Dinh, Cristian Canton-Ferrer, Song Wang
Deep Poisoning: Towards Robust Image Data Sharing against Visual Disclosure. WACV (2021)
Caner Hazirbas, Joanna Bitton, Brian Dolhansky, Jacqueline Pan, Albert Gordo, Cristian Canton-Ferrer
Casual Conversations: A Dataset for Measuring Fairness in AI. CVPR Workshops (2021)
Paarth Neekhara, Brian Dolhansky, Joanna Bitton, Cristian Canton-Ferrer
Adversarial Threats to DeepFake Detection: A Practical Perspective. CVPR Workshops (2021)
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
The 2021 Image Similarity Dataset and Challenge. CoRR (2021)
Brian Dolhansky, Cristian Canton-Ferrer
Adversarial collision attacks on image hashing functions. CoRR (2020)
Ivan Evtimov, Russ Howes, Brian Dolhansky, Hamed Firooz, Cristian Canton-Ferrer
Adversarial Evaluation of Multimodal Models under Realistic Gray Box Assumption. CoRR (2020)
Brian Dolhansky, Joanna Bitton, Ben Pflaum, Jikuo Lu, Russ Howes, Menglin Wang, Cristian Canton-Ferrer
The DeepFake Detection Challenge Dataset. CoRR (2020)
Alon Y. Halevy, Cristian Canton-Ferrer, Hao Ma, Umut Ozertem, Patrick Pantel, Marzieh Saeidi, Fabrizio Silvestri, Ves Stoyanov
Preserving Integrity in Online Social Networks. CoRR (2020)
Paarth Neekhara, Brian Dolhansky, Joanna Bitton, Cristian Canton-Ferrer
Adversarial Threats to DeepFake Detection: A Practical Perspective. CoRR (2020)
Hao Guo, Brian Dolhansky, Eric Hsin, Phong Dinh, Song Wang, Cristian Canton-Ferrer
Deep Poisoning Functions: Towards Robust Privacy-safe Image Data Sharing. CoRR (2019)
Benet Oriol Sabat, Cristian Canton-Ferrer, Xavier Giró-i-Nieto
Hate Speech in Pixels: Detection of Offensive Memes towards Automatic Moderation. CoRR (2019)
Brian Dolhansky, Russ Howes, Ben Pflaum, Nicole Baram, Cristian Canton-Ferrer
The Deepfake Detection Challenge (DFDC) Preview Dataset. CoRR (2019)
Brian Dolhansky, Cristian Canton-Ferrer
Eye In-Painting With Exemplar Generative Adversarial Networks. CVPR (2018)
Maedeh Aghaei, Mariella Dimiccoli, Cristian Canton-Ferrer, Petia Radeva
Towards social pattern characterization in egocentric photo-streams. Comput. Vis. Image Underst. 171 (2018)
Maedeh Aghaei, Mariella Dimiccoli, Cristian Canton-Ferrer, Petia Radeva
Social Style Characterization from Egocentric Photo-streams. CoRR (2017)
Junting Pan, Cristian Canton-Ferrer, Kevin McGuinness, Noel E. O'Connor, Jordi Torres, Elisa Sayrol, Xavier Giró-i-Nieto
SalGAN: Visual Saliency Prediction with Generative Adversarial Networks. CoRR (2017)
Brian Dolhansky, Cristian Canton-Ferrer
Eye In-Painting with Exemplar Generative Adversarial Networks. CoRR (2017)
Maedeh Aghaei, Mariella Dimiccoli, Cristian Canton-Ferrer, Petia Radeva
Towards social pattern characterization in egocentric photo-streams. CoRR (2017)
Xunyu Lin, Victor Campos, Xavier Giró-i-Nieto, Jordi Torres, Cristian Canton-Ferrer
Disentangling Motion, Foreground and Background Features in Videos. CoRR (2017)
Laura Leal-Taixé, Cristian Canton-Ferrer, Konrad Schindler
Learning by tracking: Siamese CNN for robust target association. CoRR (2016)
Emad Barsoum, Cha Zhang, Cristian Canton-Ferrer, Zhengyou Zhang
Training deep networks for facial expression recognition with crowd-sourced label distribution. ICMI (2016)
Sarah Adel Bargal, Emad Barsoum, Cristian Canton-Ferrer, Cha Zhang
Emotion recognition in the wild from videos using images. ICMI (2016)
Emad Barsoum, Cha Zhang, Cristian Canton-Ferrer, Zhengyou Zhang
Training Deep Networks for Facial Expression Recognition with Crowd-Sourced Label Distribution. CoRR (2016)
Laura Leal-Taixé, Cristian Canton-Ferrer, Konrad Schindler
Learning by Tracking: Siamese CNN for Robust Target Association. CVPR Workshops (2016)
Cristian Canton-Ferrer, Josep R. Casas, Montse Pardàs, Enric Monte
Multi-camera multi-object voxel-based Monte Carlo 3D tracking strategies. EURASIP J. Adv. Signal Process. 2011 (2011)
Taras Butko, Cristian Canton-Ferrer, Carlos Segura, Xavier Giró, Climent Nadeu, Javier Hernando, Josep R. Casas
Acoustic Event Detection Based on Feature-Level Fusion of Audio and Video Modalities. EURASIP J. Adv. Signal Process. 2011 (2011)
Cristian Canton-Ferrer, Josep R. Casas, Montse Pardàs
Human motion capture using scalable body models. Comput. Vis. Image Underst. 115 (10) (2011)
Cristian Canton-Ferrer, Josep R. Casas, Montse Pardàs
Marker-Based Human Motion Capture in Multiview Sequences. EURASIP J. Adv. Signal Process. 2010 (2010)
Cristian Canton-Ferrer, Josep R. Casas, Montse Pardàs
Spatio-temporal alignment and hyperspherical radon transform for 3D gait recognition in multi-view environments. CVPR Workshops (2010)
Adolfo López-Mendez, Cristian Canton-Ferrer, Josep R. Casas
Virtual view appearance representation for human motion analysis in multi-view environments. EUSIPCO (2010)
Cristian Canton-Ferrer, Josep R. Casas, Montse Pardàs
Real-Time 3D multi-person tracking using Monte Carlo Surface Sampling. CVPR Workshops (2010)
Cristian Canton-Ferrer, Taras Butko, Carlos Segura, Xavier Giró, Climent Nadeu, Javier Hernando, Josep R. Casas
Audiovisual event detection towards scene understanding. CVPR Workshops (2009)
Cristian Canton-Ferrer, Josep R. Casas, Montse Pardàs
Towards a low cost multi-camera marker based human motion capture system. ICIP (2009)
Taras Butko, Cristian Canton-Ferrer, Carlos Segura, Xavier Giró, Climent Nadeu, Javier Hernando, Josep R. Casas
Improving detection of acoustic events using audiovisual data and feature level fusion. INTERSPEECH (2009)
Cristian Canton-Ferrer, Carlos Segura, Josep R. Casas, Montse Pardàs, Javier Hernando
Audiovisual Head Orientation Estimation with Particle Filtering in Multisensor Scenarios. EURASIP J. Adv. Signal Process. 2008 (2008)
Taras Butko, Andrey Temko, Climent Nadeu, Cristian Canton-Ferrer
Inclusion of Video Information for Detection of Acoustic Events Using the Fuzzy Integral. MLMI (2008)
Ferda Ofli, Cristian Canton-Ferrer, Joëlle Tilmanne, Yasemin Demir, Elif Bozkurt, Yucel Yemez, Engin Erzin, A. Murat Tekalp
Audio-driven human body motion analysis and synthesis. ICASSP (2008)
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
An audio-driven dancing avatar. J. Multimodal User Interfaces 2 (2) (2008)
Cristian Canton-Ferrer, Josep R. Casas, Montse Pardàs, Rossella Sblendido
Particle filtering and sparse sampling for multi-person 3D tracking. ICIP (2008)
Taras Butko, Andrey Temko, Climent Nadeu, Cristian Canton-Ferrer
Fusion of audio and video modalities for detection of acoustic events. INTERSPEECH (2008)
Cristian Canton-Ferrer, Carlos Segura, Montse Pardàs, Josep R. Casas, Javier Hernando
Multimodal real-time focus of attention estimation in SmartRooms. CVPR Workshops (2008)
Cristian Canton-Ferrer, Josep R. Casas, Montse Pardàs
Exploiting Structural Hierarchy in Articulated Objects Towards Robust Motion Capture. AMDO (2008)
Carlos Segura, Cristian Canton-Ferrer, Alberto Abad, Josep R. Casas, Javier Hernando
Multimodal Head Orientation Towards Attention Tracking in Smartrooms. ICASSP (2) (2007)
Cristian Canton-Ferrer, Jordi Salvador, Josep R. Casas, Montse Pardàs
Multi-person Tracking Strategies Based on Voxel Analysis. CLEAR (2007)
Adolfo López, Cristian Canton-Ferrer, Josep R. Casas
Multi-Person 3D Tracking with Particle Filters on Voxels. ICASSP (1) (2007)
Cristian Canton-Ferrer, Josep R. Casas, Montse Pardàs
Head Orientation Estimation Using Particle Filtering in Multiview Scenarios. CLEAR (2007)
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
Flexible test-bed for unusual behavior detection. CIVR (2007)
Cristian Canton-Ferrer, Josep R. Casas, Montse Pardàs
Head Pose Detection Based on Fusion of Multiple Viewpoint Information. CLEAR (2006)
Cristian Canton-Ferrer, Josep R. Casas, Montse Pardàs
Human model and motion based 3D action recognition in multiple view scenarios. EUSIPCO (2006)
Alberto Abad, Cristian Canton-Ferrer, Carlos Segura, José Luis Landabaso, Dusan Macho, Josep R. Casas, Javier Hernando, Montse Pardàs, Climent Nadeu
UPC Audio, Video and Multimodal Person Tracking Systems in the Clear Evaluation Campaign. CLEAR (2006)
Cristian Canton-Ferrer, Josep R. Casas, Montse Pardàs
Towards a Bayesian Approach to Robust Finding Correspondences in Multiple View Geometry Environments. International Conference on Computational Science (2) (2005)
Cristian Canton-Ferrer, Josep R. Casas, A. Murat Tekalp, Montse Pardàs
Projective Kalman Filter: Multiocular Tracking of 3D Locations Towards Scene Understanding. MLMI (2005)
Cristian Canton-Ferrer, Josep R. Casas, Montse Pardàs
Fusion of multiple viewpoint information towards 3D face robust orientation detection. ICIP (2) (2005)