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NeurIPS'22 Cross-Domain MetaDL competition: Design and baseline results


Aug 31, 2022
Dustin Carrión-Ojeda, Hong Chen, Adrian El Baz, Sergio Escalera, Chaoyu Guan, Isabelle Guyon, Ihsan Ullah, Xin Wang, Wenwu Zhu

* Meta-Knowledge Transfer/Communication in Different Systems, Sep 2022, Grenoble, France 

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A Non-Anatomical Graph Structure for isolated hand gesture separation in continuous gesture sequences


Jul 15, 2022
Razieh Rastgoo, Kourosh Kiani, Sergio Escalera


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UniUD-FBK-UB-UniBZ Submission to the EPIC-Kitchens-100 Multi-Instance Retrieval Challenge 2022


Jun 22, 2022
Alex Falcon, Giuseppe Serra, Sergio Escalera, Oswald Lanz

* Ranked joint 1st place in the Multi-Instance Action Retrieval Challenge organized at [email protected] 

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Relevance-based Margin for Contrastively-trained Video Retrieval Models


Apr 27, 2022
Alex Falcon, Swathikiran Sudhakaran, Giuseppe Serra, Sergio Escalera, Oswald Lanz

* Accepted for presentation at International Conference on Multimedia Retrieval (ICMR '22) 

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Word separation in continuous sign language using isolated signs and post-processing


Apr 13, 2022
Razieh Rastgoo, Kourosh Kiani, Sergio Escalera


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Towards explaining the generalization gap in neural networks using topological data analysis


Mar 23, 2022
Rubén Ballester, Xavier Arnal Clemente, Carles Casacuberta, Meysam Madadi, Ciprian A. Corneanu, Sergio Escalera

* 20 pages, 7 figures 

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Towards Self-Supervised Gaze Estimation


Mar 21, 2022
Arya Farkhondeh, Cristina Palmero, Simone Scardapane, Sergio Escalera


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Gate-Shift-Fuse for Video Action Recognition


Mar 16, 2022
Swathikiran Sudhakaran, Sergio Escalera, Oswald Lanz


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Comparison of Spatio-Temporal Models for Human Motion and Pose Forecasting in Face-to-Face Interaction Scenarios


Mar 07, 2022
German Barquero, Johnny Núñez, Zhen Xu, Sergio Escalera, Wei-Wei Tu, Isabelle Guyon, Cristina Palmero

* Proceedings of Machine Learning Research, 2022 
* single column, 27 pages, 7 figures, 7 tables 

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