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I am a first year PhD Candidate at INSA Lyon - LIRIS.
My PhD thesis title:
I received my Engineer's degree (MSc) from ENSAI with a major in Big Data - Data Science. Previously I've been intern at Xerox Research Centre Europe. |
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My main researchs focus on video understanding and specially understanding human activities. I am interested in machine learning, deep learning, computer vision and domain adaptation. I am also interested about theoritical aspects in machine learning. |
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A new spatio-temporal attention based mechanism for human action recognition able to automatically attend to most important human hands and detect the most discriminative moments in an action. |
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We introduce a new dataset for Domain Adaptation and show a comparaison between shallow and deep methods based on Maximum Mean Discrepancy. |
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We introduce an attention-based mechanism around hands on RGB videos conditioned on features extracted from human 3D pose. We show state-of-the-art perfomance on the largest dataset and apply transfer learning on smaller datasets. |
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