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Codabench: Flexible, Easy-to-Use and Reproducible Benchmarking for Everyone


Oct 12, 2021
Zhen Xu, Huan Zhao, Wei-Wei Tu, Magali Richard, Sergio Escalera, Isabelle Guyon


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SAIC_Cambridge-HuPBA-FBK Submission to the EPIC-Kitchens-100 Action Recognition Challenge 2021


Oct 06, 2021
Swathikiran Sudhakaran, Adrian Bulat, Juan-Manuel Perez-Rua, Alex Falcon, Sergio Escalera, Oswald Lanz, Brais Martinez, Georgios Tzimiropoulos

* Ranked third in the EPIC-Kitchens-100 Action Recognition Challenge @ CVPR 2021 

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Neural Implicit Surfaces for Efficient and Accurate Collisions in Physically Based Simulations


Oct 03, 2021
Hugo Bertiche, Meysam Madadi, Sergio Escalera


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Dyadformer: A Multi-modal Transformer for Long-Range Modeling of Dyadic Interactions


Sep 20, 2021
David Curto, Albert Clapés, Javier Selva, Sorina Smeureanu, Julio C. S. Jacques Junior, David Gallardo-Pujol, Georgina Guilera, David Leiva, Thomas B. Moeslund, Sergio Escalera, Cristina Palmero

* Accepted to the 2021 ICCV Workshop on Understanding Social Behavior in Dyadic and Small Group Interactions 

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Multi-Modal Zero-Shot Sign Language Recognition


Sep 02, 2021
Razieh Rastgoo, Kourosh Kiani, Sergio Escalera, Mohammad Sabokrou

* arXiv admin note: text overlap with arXiv:2108.10059 

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ZS-SLR: Zero-Shot Sign Language Recognition from RGB-D Videos


Aug 23, 2021
Razieh Rastgoo, Kourosh Kiani, Sergio Escalera


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3D High-Fidelity Mask Face Presentation Attack Detection Challenge


Aug 16, 2021
Ajian Liu, Chenxu Zhao, Zitong Yu, Anyang Su, Xing Liu, Zijian Kong, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Zhen Lei, Guodong Guo


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ChaLearn Looking at People: Inpainting and Denoising challenges


Jun 24, 2021
Sergio Escalera, Marti Soler, Stephane Ayache, Umut Guclu, Jun Wan, Meysam Madadi, Xavier Baro, Hugo Jair Escalante, Isabelle Guyon

* Inpainting and Denoising Challenges. The Springer Series on Challenges in Machine Learning. Springer, Cham. (2019) 

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Deep unsupervised 3D human body reconstruction from a sparse set of landmarks


Jun 23, 2021
Meysam Madadi, Hugo Bertiche, Sergio Escalera

* IJCV (2021) 

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ChaLearn LAP Large Scale Signer Independent Isolated Sign Language Recognition Challenge: Design, Results and Future Research


May 11, 2021
Ozge Mercanoglu Sincan, Julio C. S. Jacques Junior, Sergio Escalera, Hacer Yalim Keles

* Preprint of the accepted paper at ChaLearn Looking at People Sign Language Recognition in the Wild Workshop at CVPR 2021 

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Deep learning with self-supervision and uncertainty regularization to count fish in underwater images


Apr 30, 2021
Penny Tarling, Mauricio Cantor, Albert Clapés, Sergio Escalera

* 22 pages, 6 figures, submitted to indexed journal 

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Contrastive Context-Aware Learning for 3D High-Fidelity Mask Face Presentation Attack Detection


Apr 13, 2021
Ajian Liu, Chenxu Zhao, Zitong Yu, Jun Wan, Anyang Su, Xing Liu, Zichang Tan, Sergio Escalera, Junliang Xing, Yanyan Liang, Guodong Guo, Zhen Lei, Stan Z. Li, Du Zhang


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Sign Language Production: A Review


Mar 29, 2021
Razieh Rastgoo, Kourosh Kiani, Sergio Escalera, Mohammad Sabokrou


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Learning to Recognize Actions on Objects in Egocentric Video with Attention Dictionaries


Feb 16, 2021
Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz

* Accepted to TPAMI 

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PBNS: Physically Based Neural Simulator for Unsupervised Garment Pose Space Deformation


Jan 29, 2021
Hugo Bertiche, Meysam Madadi, Sergio Escalera


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Context-Aware Personality Inference in Dyadic Scenarios: Introducing the UDIVA Dataset


Dec 28, 2020
Cristina Palmero, Javier Selva, Sorina Smeureanu, Julio C. S. Jacques Junior, Albert Clapés, Alexa Moseguí, Zejian Zhang, David Gallardo, Georgina Guilera, David Leiva, Sergio Escalera

* Accepted to the 11th International Workshop on Human Behavior Understanding workshop at Winter Conference on Applications of Computer Vision 2021 

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Physically Based Neural Simulator for Garment Animation


Dec 21, 2020
Hugo Bertiche, Meysam Madadi, Sergio Escalera


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Person Perception Biases Exposed: Revisiting the First Impressions Dataset


Nov 30, 2020
Julio C. S. Jacques Junior, Agata Lapedriza, Cristina Palmero, Xavier BarĂł, Sergio Escalera

* accepted on 11th International Workshop on Human Behavior Understanding (HBU), organized as part of WACV 2021 

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FairFace Challenge at ECCV 2020: Analyzing Bias in Face Recognition


Sep 16, 2020
Tomáš Sixta, Julio C. S. Jacques Junior, Pau Buch-Cardona, Eduard Vazquez, Sergio Escalera

* accepted on ECCV'2020 Fair Face Recognition and Analysis Workshop 

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DeePSD: Automatic Deep Skinning And Pose Space Deformation For 3D Garment Animation


Sep 06, 2020
Hugo Bertiche, Meysam Madadi, Sergio Escalera


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FBK-HUPBA Submission to the EPIC-Kitchens Action Recognition 2020 Challenge


Jun 24, 2020
Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz

* Ranked 3rd in the EPIC-Kitchens action recognition challenge @ CVPR 2020 

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Computing the Testing Error without a Testing Set


May 01, 2020
Ciprian Corneanu, Meysam Madadi, Sergio Escalera, Aleix Martinez


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Cross-ethnicity Face Anti-spoofing Recognition Challenge: A Review


Apr 23, 2020
Ajian Liu, Xuan Li, Jun Wan, Sergio Escalera, Hugo Jair Escalante, Meysam Madadi, Yi Jin, Zhuoyuan Wu, Xiaogang Yu, Zichang Tan, Qi Yuan, Ruikun Yang, Benjia Zhou, Guodong Guo, Stan Z. Li

* 18 figures, 6 tables, 12 pages 

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CASIA-SURF CeFA: A Benchmark for Multi-modal Cross-ethnicity Face Anti-spoofing


Mar 11, 2020
Ajian Li, Zichang Tan, Xuan Li, Jun Wan, Sergio Escalera, Guodong Guo, Stan Z. Li

* 17 pages, 4 figures. arXiv admin note: substantial text overlap with arXiv:1912.02340 

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Multi-level Context Gating of Embedded Collective Knowledge for Medical Image Segmentation


Mar 10, 2020
Maryam Asadi-Aghbolaghi, Reza Azad, Mahmood Fathy, Sergio Escalera

* arXiv admin note: substantial text overlap with arXiv:1909.00166 

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Static and Dynamic Fusion for Multi-modal Cross-ethnicity Face Anti-spoofing


Dec 16, 2019
Ajian Liu, Zichang Tan, Xuan Li, Jun Wan, Sergio Escalera, Guodong Guo, Stan Z. Li

* 10 pages, 9 figures, conference 

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CLOTH3D: Clothed 3D Humans


Dec 05, 2019
Hugo Bertiche, Meysam Madadi, Sergio Escalera


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Gate-Shift Networks for Video Action Recognition


Dec 01, 2019
Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz


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On the Effect of Observed Subject Biases in Apparent Personality Analysis from Audio-visual Signals


Sep 12, 2019
Ricardo DarĂ­o PĂ©rez Principi, Cristina Palmero, Julio C. S. Jacques Junior, Sergio Escalera

* submitted to IEEE Transactions on Affective Computing (TAC) 

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