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The 2021 Image Similarity Dataset and Challenge


Jul 01, 2021
Matthijs Douze, Giorgos Tolias, Ed Pizzi, Zoë Papakipos, Lowik Chanussot, Filip Radenovic, Tomas Jenicek, Maxim Maximov, Laura Leal-Taixé, Ismail Elezi, Ondřej Chum, Cristian Canton Ferrer


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Localized Uncertainty Attacks


Jun 17, 2021
Ousmane Amadou Dia, Theofanis Karaletsos, Caner Hazirbas, Cristian Canton Ferrer, Ilknur Kaynar Kabul, Erik Meijer

* CVPR 2021 Workshop on Adversarial Machine Learning in Computer Vision 

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Towards measuring fairness in AI: the Casual Conversations dataset


Apr 06, 2021
Caner Hazirbas, Joanna Bitton, Brian Dolhansky, Jacqueline Pan, Albert Gordo, Cristian Canton Ferrer


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Adversarial Evaluation of Multimodal Models under Realistic Gray Box Assumption


Nov 26, 2020
Ivan Evtimov, Russel Howes, Brian Dolhansky, Hamed Firooz, Cristian Canton Ferrer


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Adversarial Threats to DeepFake Detection: A Practical Perspective


Nov 19, 2020
Paarth Neekhara, Brian Dolhansky, Joanna Bitton, Cristian Canton Ferrer


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Adversarial collision attacks on image hashing functions


Nov 18, 2020
Brian Dolhansky, Cristian Canton Ferrer


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Preserving Integrity in Online Social Networks


Sep 25, 2020
Alon Halevy, Cristian Canton Ferrer, Hao Ma, Umut Ozertem, Patrick Pantel, Marzieh Saeidi, Fabrizio Silvestri, Ves Stoyanov


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The DeepFake Detection Challenge Dataset


Jun 25, 2020
Brian Dolhansky, Joanna Bitton, Ben Pflaum, Jikuo Lu, Russ Howes, Menglin Wang, Cristian Canton Ferrer


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Deep Poisoning Functions: Towards Robust Privacy-safe Image Data Sharing


Dec 14, 2019
Hao Guo, Brian Dolhansky, Eric Hsin, Phong Dinh, Song Wang, Cristian Canton Ferrer


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The Deepfake Detection Challenge (DFDC) Preview Dataset


Oct 23, 2019
Brian Dolhansky, Russ Howes, Ben Pflaum, Nicole Baram, Cristian Canton Ferrer


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Hate Speech in Pixels: Detection of Offensive Memes towards Automatic Moderation


Oct 05, 2019
Benet Oriol Sabat, Cristian Canton Ferrer, Xavier Giro-i-Nieto

* AI for Social Good Workshop at NeurIPS 2019 (short paper) 

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SalGAN: Visual Saliency Prediction with Generative Adversarial Networks


Jul 01, 2018
Junting Pan, Cristian Canton Ferrer, Kevin McGuinness, Noel E. O'Connor, Jordi Torres, Elisa Sayrol, Xavier Giro-i-Nieto

* Submitted for review to Computer Vision and Image Understanding (CVIU) 

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Towards social pattern characterization in egocentric photo-streams


Jan 09, 2018
Maedeh Aghaei, Mariella Dimiccoli, Cristian Canton Ferrer, Petia Radeva

* 42 pages, 14 figures. Submitted to Elsevier, Computer Vision and Image Understanding (Under Review) 

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Eye In-Painting with Exemplar Generative Adversarial Networks


Dec 11, 2017
Brian Dolhansky, Cristian Canton Ferrer


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Social Style Characterization from Egocentric Photo-streams


Sep 18, 2017
Maedeh Aghaei, Mariella Dimiccoli, Cristian Canton Ferrer, Petia Radeva

* International Conference on Computer Vision (ICCV). Workshop on Egocentric Percetion, Interaction and Computing 

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Disentangling Motion, Foreground and Background Features in Videos


Jul 17, 2017
Xunyu Lin, Victor Campos, Xavier Giro-i-Nieto, Jordi Torres, Cristian Canton Ferrer

* Poster presented at the CVPR 2017 Workshop Brave New Ideas for Motion Representations in Videos 

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Training Deep Networks for Facial Expression Recognition with Crowd-Sourced Label Distribution


Sep 24, 2016
Emad Barsoum, Cha Zhang, Cristian Canton Ferrer, Zhengyou Zhang

* Submitted to ICMI 2016 

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Learning by tracking: Siamese CNN for robust target association


Aug 04, 2016
Laura Leal-Taixé, Cristian Canton Ferrer, Konrad Schindler

* Computer Vision and Pattern Recognition Conference Workshops (CVPRW). DeepVision: Deep Learning for Computer Vision. 2016 

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