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Gradient-based Methods for Deep Model Interpretability
Par Maxime Bourlard
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publié
18/11/2021
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Mots-clés associés :
Machine Learning
In his research work, Idiap student, Suraj Srinivas proposes gradient-based methods for characterizing model behavior for the purposes of knowledge transfer ...
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Research
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Machine Learning
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Machine Learning Group News
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Two Idiap PhD students awarded with an EPFL prize
Par Maxime Bourlard
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publié
15/12/2021
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Dernière modification
21/12/2021 09:38
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Mots-clés associés :
Machine Learning
Suraj Srinivas and Weipeng He received the 2021 PhD Thesis Distinction in Electrical Engineering by the EPFL.
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Research
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Machine Learning
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Machine Learning Group News
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Damien Teney receives an Amazon Research Award
Par nicolas-filippov
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publié
14/02/2023
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Dernière modification
14/02/2023 17:24
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Mots-clés associés :
Machine Learning
The last cycle of Amazon Research Awards announced 26 awards recipients. Among them, Damien Teney was selected for his project to improve machine learning ...
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Research
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Machine Learning
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Machine Learning Group News
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Understanding neural networks for better collaborations with AI
Par nicolas-filippov
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publié
09/04/2024
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Mots-clés associés :
Machine Learning
Understanding and explaining how AI works is key to build trust and have better human-AI collaborations. In partnership with researchers from Lausanne, Zurich, ...
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Idiaper wins EPFL's EEDE Thesis Award
Par nicolas-filippov
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publié
23/11/2022
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Mots-clés associés :
Machine Learning
Former Idiap PhD Angelos Katharopoulos has received EPFL's Electrical Engineering Doctoral program (EEDE) Thesis Award for his outstanding research on the ...
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Idiap is looking for its next director
Par nicolas-filippov
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publié
14/01/2022
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Dernière modification
11/11/2024 09:30
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Mots-clés associés :
Biometric Person Recognition,
Biosignal Processing,
Computation, Cognition and Language,
Computational Bioimaging,
Computer Vision and Learning,
Energy Informatics,
Genomics,
Machine Learning,
Natural Language Processing,
Natural Language Understanding,
Perceptual and cognitive systems,
Reasoning and Explainable AI,
Robot Learning & Interaction,
Signal Processing for Communication,
Social Computing,
Speech Processing,
Uncertainty Quantification and Optimal Design,
Robot Learning and Interaction
Idiap Research Institute and the School of Engineering at EPFL invite applications for the directorship of Idiap. The successful candidate will also hold a ...
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François Fleuret appointed External Research Fellow of Idiap
Par Maxime Bourlard
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publié
17/05/2021
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Dernière modification
17/05/2021 11:48
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Mots-clés associés :
Machine Learning
After spending almost 13 years with us, François Fleuret is appointed professor at UNIGE. To allow him to maintain his link with our institute and in ...
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Four new researchers join the effort to shape the future of AI
Par Maxime Bourlard
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publié
26/02/2021
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Dernière modification
08/03/2023 16:05
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Mots-clés associés :
Signal Processing for Communication,
Reasoning and Explainable AI,
Computation, Cognition and Language,
Machine Learning,
Neuro-symbolic AI
Idiap is developing its research capacities by hiring four new senior researchers. Two women and two men, whose goal will be to work on topics with great ...
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A great success for the 3rd edition of the Valais/Wallis workshop on Artificial Intelligence
Par admin
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publié
24/04/2018
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Dernière modification
01/03/2021 16:27
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Mots-clés associés :
Computer Vision and Learning,
Machine Learning
The 3rd edition of the Valais/Wallis workshop in Artificial Intelligence was held at the Idiap Research Institute in Martigny, on April 19th, 2018. The focus ...
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Neurhone: researchers and the general public talk about Artificial Intelligence (AI) at the carnotzet. Or in a library
Par admin
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publié
12/03/2018
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Dernière modification
01/03/2021 16:27
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Mots-clés associés :
Computer Vision and Learning,
Machine Learning
Jobs, economy, recognition systems, machines capable of learning on their own: Artificial Intelligence is about to revolutionize our society. Science ...
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Latests Hightlights