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Cristian Canton
Cristian Canton-Ferrer
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2020 – today
- 2024
- [j10]Surbhi Mittal, Kartik Thakral, Richa Singh, Mayank Vatsa, Tamar Glaser, Cristian Canton-Ferrer, Tal Hassner:
On responsible machine learning datasets emphasizing fairness, privacy and regulatory norms with examples in biometrics and healthcare. Nat. Mac. Intell. 6(8): 936-949 (2024) - [c38]Maxim Maximov, Tim Meinhardt, Zoe Papakipos, Caner Hazirbas, Cristian Canton, Laura Leal-Taixé:
Data-Driven but Privacy-Conscious: Pedestrian Dataset De-Identification via Full-Body Person Synthesis. FG 2024: 1-10 - [i32]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 abs/2401.16247 (2024) - [i31]Maya Pavlova, Erik Brinkman, Krithika Iyer, Vitor Albiero, Joanna Bitton, Hailey Nguyen, Joe Li, Cristian Canton-Ferrer, Ivan Evtimov, Aaron Grattafiori:
Automated Red Teaming with GOAT: the Generative Offensive Agent Tester. CoRR abs/2410.01606 (2024) - 2023
- [c37]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: 10-17 - [c36]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: 20071-20082 - [c35]Jiachen Sun
, Mark Ibrahim
VPA: Fully Test-Time Visual Prompt Adaptation. ACM Multimedia 2023: 5796-5806 - [i30]Bilal Porgali, Vítor Albiero, Jordan Ryda, Cristian Canton-Ferrer, Caner Hazirbas:
The Casual Conversations v2 Dataset. CoRR abs/2303.04838 (2023) - [i29]Maxim Maximov, Tim Meinhardt, Ismail Elezi, Zoe Papakipos, Caner Hazirbas, Cristian Canton-Ferrer, Laura Leal-Taixé:
Data-Driven but Privacy-Conscious: Pedestrian Dataset De-identification via Full-Body Person Synthesis. CoRR abs/2306.11710 (2023) - [i28]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 abs/2307.09288 (2023) - [i27]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 abs/2308.12950 (2023) - [i26]Jiachen Sun, Mark Ibrahim, Melissa Hall, Ivan Evtimov, Z. Morley Mao, Cristian Canton-Ferrer, Caner Hazirbas:
VPA: Fully Test-Time Visual Prompt Adaptation. CoRR abs/2309.15251 (2023) - [i25]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 abs/2310.15848 (2023) - 2022
- [j9]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): 92-98 (2022) - [j8]Caner Hazirbas
Towards Measuring Fairness in AI: The Casual Conversations Dataset. IEEE Trans. Biom. Behav. Identity Sci. 4(3): 324-332 (2022) - [c34]Vikash Sehwag, Caner Hazirbas, Albert Gordo, Firat Ozgenel, Cristian Canton-Ferrer:
Generating High Fidelity Data from Low-density Regions using Diffusion Models. CVPR 2022: 11482-11491 - [c33]Margarita Geleta, Cristina Punti, Kevin McGuinness, Jordi Pons, Cristian Canton, Xavier Giró-i-Nieto:
Pixinwav: Residual Steganography for Hiding Pixels in Audio. ICASSP 2022: 2485-2489 - [c32]Jane Dwivedi-Yu, Yi-Chia Wang, Lijing Qin, Cristian Canton-Ferrer, Alon Y. Halevy:
Affective Signals in a Social Media Recommender System. KDD 2022: 2831-2841 - [i24]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 abs/2202.04007 (2022) - [i23]Vikash Sehwag, Caner Hazirbas, Albert Gordo, Firat Ozgenel, Cristian Canton-Ferrer:
Generating High Fidelity Data from Low-density Regions using Diffusion Models. CoRR abs/2203.17260 (2022) - [i22]Jane Dwivedi-Yu, Yi-Chia Wang, Lijing Qin, Cristian Canton-Ferrer, Alon Y. Halevy:
Affective Signals in a Social Media Recommender System. CoRR abs/2206.12374 (2022) - [i21]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 abs/2211.05809 (2022) - [i20]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 abs/2212.04825 (2022) - 2021
- [c31]Paarth Neekhara, Brian Dolhansky, Joanna Bitton, Cristian Canton-Ferrer:
Adversarial Threats to DeepFake Detection: A Practical Perspective. CVPR Workshops 2021: 923-932 - [c30]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: 2289-2293 - [c29]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. NeurIPS (Competition and Demos) 2021: 1-12 - [c28]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: 686-696 - [i19]Caner Hazirbas, Joanna Bitton, Brian Dolhansky, Jacqueline Pan, Albert Gordo, Cristian Canton-Ferrer:
Towards measuring fairness in AI: the Casual Conversations dataset. CoRR abs/2104.02821 (2021) - [i18]Ousmane Amadou Dia, Theofanis Karaletsos, Caner Hazirbas, Cristian Canton-Ferrer, Ilknur Kaynar Kabul, Erik Meijer:
Localized Uncertainty Attacks. CoRR abs/2106.09222 (2021) - [i17]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 abs/2106.09672 (2021) - [i16]Margarita Geleta
PixInWav: Residual Steganography for Hiding Pixels in Audio. CoRR abs/2106.09814 (2021) - 2020
- [i15]Brian Dolhansky, Joanna Bitton, Ben Pflaum, Jikuo Lu, Russ Howes, Menglin Wang, Cristian Canton-Ferrer:
The DeepFake Detection Challenge Dataset. CoRR abs/2006.07397 (2020) - [i14]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 abs/2009.10311 (2020) - [i13]Brian Dolhansky, Cristian Canton-Ferrer:
Adversarial collision attacks on image hashing functions. CoRR abs/2011.09473 (2020) - [i12]Paarth Neekhara, Brian Dolhansky, Joanna Bitton, Cristian Canton-Ferrer:
Adversarial Threats to DeepFake Detection: A Practical Perspective. CoRR abs/2011.09957 (2020) - [i11]Ivan Evtimov, Russ Howes, Brian Dolhansky, Hamed Firooz, Cristian Canton-Ferrer:
Adversarial Evaluation of Multimodal Models under Realistic Gray Box Assumption. CoRR abs/2011.12902 (2020)
2010 – 2019
- 2019
- [i10]Benet Oriol Sabat, Cristian Canton-Ferrer, Xavier Giró-i-Nieto:
Hate Speech in Pixels: Detection of Offensive Memes towards Automatic Moderation. CoRR abs/1910.02334 (2019) - [i9]Brian Dolhansky, Russ Howes, Ben Pflaum, Nicole Baram, Cristian Canton-Ferrer:
The Deepfake Detection Challenge (DFDC) Preview Dataset. CoRR abs/1910.08854 (2019) - [i8]Hao Guo, Brian Dolhansky, Eric Hsin, Phong Dinh, Song Wang, Cristian Canton-Ferrer:
Deep Poisoning Functions: Towards Robust Privacy-safe Image Data Sharing. CoRR abs/1912.06895 (2019) - 2018
- [j7]Maedeh Aghaei, Mariella Dimiccoli, Cristian Canton-Ferrer, Petia Radeva
Towards social pattern characterization in egocentric photo-streams. Comput. Vis. Image Underst. 171: 104-117 (2018) - [c27]Brian Dolhansky, Cristian Canton-Ferrer:
Eye In-Painting With Exemplar Generative Adversarial Networks. CVPR 2018: 7902-7911 - 2017
- [i7]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 abs/1701.01081 (2017) - [i6]Xunyu Lin, Victor Campos, Xavier Giró-i-Nieto, Jordi Torres, Cristian Canton-Ferrer:
Disentangling Motion, Foreground and Background Features in Videos. CoRR abs/1707.04092 (2017) - [i5]Maedeh Aghaei, Mariella Dimiccoli, Cristian Canton-Ferrer, Petia Radeva:
Towards social pattern characterization in egocentric photo-streams. CoRR abs/1709.01424 (2017) - [i4]Maedeh Aghaei, Mariella Dimiccoli, Cristian Canton-Ferrer, Petia Radeva:
Social Style Characterization from Egocentric Photo-streams. CoRR abs/1709.05775 (2017) - [i3]Brian Dolhansky, Cristian Canton-Ferrer:
Eye In-Painting with Exemplar Generative Adversarial Networks. CoRR abs/1712.03999 (2017) - 2016
- [c26]Laura Leal-Taixé, Cristian Canton-Ferrer, Konrad Schindler:
Learning by Tracking: Siamese CNN for Robust Target Association. CVPR Workshops 2016: 418-425 - [c25]Emad Barsoum, Cha Zhang, Cristian Canton-Ferrer, Zhengyou Zhang:
Training deep networks for facial expression recognition with crowd-sourced label distribution. ICMI 2016: 279-283 - [c24]Sarah Adel Bargal, Emad Barsoum, Cristian Canton-Ferrer, Cha Zhang:
Emotion recognition in the wild from videos using images. ICMI 2016: 433-436 - [i2]Laura Leal-Taixé, Cristian Canton-Ferrer, Konrad Schindler:
Learning by tracking: Siamese CNN for robust target association. CoRR abs/1604.07866 (2016) - [i1]Emad Barsoum, Cha Zhang, Cristian Canton-Ferrer, Zhengyou Zhang:
Training Deep Networks for Facial Expression Recognition with Crowd-Sourced Label Distribution. CoRR abs/1608.01041 (2016) - 2011
- [j6]Cristian Canton-Ferrer, Josep R. Casas
Human motion capture using scalable body models. Comput. Vis. Image Underst. 115(10): 1363-1374 (2011) - [j5]Taras Butko, Cristian Canton-Ferrer, Carlos Segura, Xavier Giró
Acoustic Event Detection Based on Feature-Level Fusion of Audio and Video Modalities. EURASIP J. Adv. Signal Process. 2011 (2011) - [j4]Cristian Canton-Ferrer, Josep R. Casas
Multi-camera multi-object voxel-based Monte Carlo 3D tracking strategies. EURASIP J. Adv. Signal Process. 2011: 114 (2011) - 2010
- [j3]Cristian Canton-Ferrer, Josep R. Casas
Marker-Based Human Motion Capture in Multiview Sequences. EURASIP J. Adv. Signal Process. 2010 (2010) - [c23]Cristian Canton-Ferrer, Josep R. Casas
Real-Time 3D multi-person tracking using Monte Carlo Surface Sampling. CVPR Workshops 2010: 40-46 - [c22]Cristian Canton-Ferrer, Josep R. Casas
Spatio-temporal alignment and hyperspherical radon transform for 3D gait recognition in multi-view environments. CVPR Workshops 2010: 116-121 - [c21]Adolfo López-Mendez, Cristian Canton-Ferrer, Josep R. Casas:
Virtual view appearance representation for human motion analysis in multi-view environments. EUSIPCO 2010: 959-963
2000 – 2009
- 2009
- [c20]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: 81-88 - [c19]Cristian Canton-Ferrer, Josep R. Casas
Towards a low cost multi-camera marker based human motion capture system. ICIP 2009: 2581-2584 - [c18]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: 1147-1150 - [p2]Michael Voit, Nicolas Gourier, Cristian Canton-Ferrer, Oswald Lanz, Rainer Stiefelhagen, Roberto Brunelli:
Estimation of Head Pose. Computers in the Human Interaction Loop 2009: 33-42 - [p1]Kai Nickel, Montse Pardàs, Rainer Stiefelhagen, Cristian Canton-Ferrer, José Luis Landabaso, Josep R. Casas:
Activity Classification. Computers in the Human Interaction Loop 2009: 107-119 - 2008
- [j2]Cristian Canton-Ferrer, Carlos Segura, Josep R. Casas
Audiovisual Head Orientation Estimation with Particle Filtering in Multisensor Scenarios. EURASIP J. Adv. Signal Process. 2008 (2008) - [j1]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): 93-103 (2008) - [c17]Cristian Canton-Ferrer, Josep R. Casas
Exploiting Structural Hierarchy in Articulated Objects Towards Robust Motion Capture. AMDO 2008: 82-91 - [c16]Cristian Canton-Ferrer, Carlos Segura, Montse Pardàs, Josep R. Casas
Multimodal real-time focus of attention estimation in SmartRooms. CVPR Workshops 2008: 1-8 - [c15]Ferda Ofli
Audio-driven human body motion analysis and synthesis. ICASSP 2008: 2233-2236 - [c14]Cristian Canton-Ferrer, Josep R. Casas
Particle filtering and sparse sampling for multi-person 3D tracking. ICIP 2008: 2644-2647 - [c13]Taras Butko, Andrey Temko, Climent Nadeu, Cristian Canton-Ferrer:
Fusion of audio and video modalities for detection of acoustic events. INTERSPEECH 2008: 123-126 - [c12]Taras Butko, Andrey Temko, Climent Nadeu, Cristian Canton-Ferrer:
Inclusion of Video Information for Detection of Acoustic Events Using the Fuzzy Integral. MLMI 2008: 74-85 - 2007
- [c11]István Petrás, Csaba Beleznai, Yigithan Dedeoglu, Montse Pardàs, Levente Kovács, Zoltán Szlávik, Laszlo Havasi, Tamás Szirányi
Flexible test-bed for unusual behavior detection. CIVR 2007: 105-108 - [c10]Cristian Canton-Ferrer, Jordi Salvador, Josep R. Casas
Multi-person Tracking Strategies Based on Voxel Analysis. CLEAR 2007: 91-103 - [c9]Cristian Canton-Ferrer, Josep R. Casas
Head Orientation Estimation Using Particle Filtering in Multiview Scenarios. CLEAR 2007: 317-327 - [c8]Carlos Segura
Multimodal Head Orientation Towards Attention Tracking in Smartrooms. ICASSP (2) 2007: 681-684 - [c7]Adolfo López, Cristian Canton-Ferrer, Josep R. Casas
Multi-Person 3D Tracking with Particle Filters on Voxels. ICASSP (1) 2007: 913-916 - 2006
- [c6]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: 93-104 - [c5]Cristian Canton-Ferrer, Josep R. Casas, Montse Pardàs:
Head Pose Detection Based on Fusion of Multiple Viewpoint Information. CLEAR 2006: 305-310 - [c4]Cristian Canton-Ferrer, Josep R. Casas, Montse Pardàs:
Human model and motion based 3D action recognition in multiple view scenarios. EUSIPCO 2006: 1-5 - 2005
- [c3]Cristian Canton-Ferrer, Josep R. Casas
Towards a Bayesian Approach to Robust Finding Correspondences in Multiple View Geometry Environments. International Conference on Computational Science (2) 2005: 281-289 - [c2]Cristian Canton-Ferrer, Josep R. Casas
Fusion of multiple viewpoint information towards 3D face robust orientation detection. ICIP (2) 2005: 366-369 - [c1]Cristian Canton-Ferrer, Josep R. Casas
Projective Kalman Filter: Multiocular Tracking of 3D Locations Towards Scene Understanding. MLMI 2005: 250-261
Coauthor Index
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