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Vincent Dumoulin

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BIRB: A Generalization Benchmark for Information Retrieval in Bioacoustics

Dec 13, 2023
Jenny Hamer, Eleni Triantafillou, Bart van Merriënboer, Stefan Kahl, Holger Klinck, Tom Denton, Vincent Dumoulin

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A density estimation perspective on learning from pairwise human preferences

Nov 30, 2023
Vincent Dumoulin, Daniel D. Johnson, Pablo Samuel Castro, Hugo Larochelle, Yann Dauphin

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Active learning for fast and slow modeling attacks on Arbiter PUFs

Aug 25, 2023
Vincent Dumoulin, Wenjing Rao, Natasha Devroye

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In Search for a Generalizable Method for Source Free Domain Adaptation

Feb 13, 2023
Malik Boudiaf, Tom Denton, Bart van Merriënboer, Vincent Dumoulin, Eleni Triantafillou

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Proper Reuse of Image Classification Features Improves Object Detection

Apr 01, 2022
Cristina Vasconcelos, Vighnesh Birodkar, Vincent Dumoulin

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Head2Toe: Utilizing Intermediate Representations for Better Transfer Learning

Jan 10, 2022
Utku Evci, Vincent Dumoulin, Hugo Larochelle, Michael C. Mozer

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Impact of Aliasing on Generalization in Deep Convolutional Networks

Aug 07, 2021
Cristina Vasconcelos, Hugo Larochelle, Vincent Dumoulin, Rob Romijnders, Nicolas Le Roux, Ross Goroshin

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Domain Conditional Predictors for Domain Adaptation

Jun 25, 2021
Joao Monteiro, Xavier Gibert, Jianqiao Feng, Vincent Dumoulin, Dar-Shyang Lee

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Learning a Universal Template for Few-shot Dataset Generalization

May 14, 2021
Eleni Triantafillou, Hugo Larochelle, Richard Zemel, Vincent Dumoulin

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