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Debiased-CAM to mitigate systematic error with faithful visual explanations of machine learning


Jan 30, 2022
Wencan Zhang, Mariella Dimiccoli, Brian Y. Lim

* 18 pages, 8 figures. arXiv admin note: substantial text overlap with arXiv:2012.05567 

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Enhancing Egocentric 3D Pose Estimation with Third Person Views


Jan 07, 2022
Ameya Dhamanaskar, Mariella Dimiccoli, Enric Corona, Albert Pumarola, Francesc Moreno-Noguer


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Learning grounded word meaning representations on similarity graphs


Sep 07, 2021
Mariella Dimiccoli, Herwig Wendt, Pau Batlle

* Accepted to EMNLP 2021 (long paper) 

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Graph Constrained Data Representation Learning for Human Motion Segmentation


Jul 28, 2021
Mariella Dimiccoli, Lluís Garrido, Guillem Rodriguez-Corominas, Herwig Wendt

* Accepted to ICCV 2021 

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Interaction-GCN: a Graph Convolutional Network based framework for social interaction recognition in egocentric videos


Apr 28, 2021
Simone Felicioni, Mariella Dimiccoli

* Submitted to ICIP 2021 

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Modeling long-term interactions to enhance action recognition


Apr 23, 2021
Alejandro Cartas, Petia Radeva, Mariella Dimiccoli

* Accepted to the 25th International Conference on Pattern Recognition (ICPR), 2021 

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Debiased-CAM for bias-agnostic faithful visual explanations of deep convolutional networks


Dec 10, 2020
Wencan Zhang, Mariella Dimiccoli, Brian Y. Lim


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Seeing and Hearing Egocentric Actions: How Much Can We Learn?


Oct 15, 2019
Alejandro Cartas, Jordi Luque, Petia Radeva, Carlos Segura, Mariella Dimiccoli

* Accepted for the Fifth International Workshop on Egocentric Perception, Interaction and Computing (EPIC) at the International Conference on Computer Vision (ICCV) 2019 

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Learning event representations in image sequences by dynamic graph embedding


Oct 08, 2019
Mariella Dimiccoli, Herwig Wendt

* Submitted to a journal 

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Enhancing temporal segmentation by nonlocal self-similarity


Jun 14, 2019
Mariella Dimiccoli, Herwig Wendt

* Accepted to ICIP 2019 

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