Dumoulin, Vincent

15 publications

NeurIPS 2025 Capturing Individual Human Preferences with Reward Features Andre Barreto, Vincent Dumoulin, Yiran Mao, Mark Rowland, Nicolas Perez-Nieves, Bobak Shahriari, Yann Dauphin, Doina Precup, Hugo Larochelle

TMLR 2024 A Density Estimation Perspective on Learning from Pairwise Human Preferences Vincent Dumoulin, Daniel D. Johnson, Pablo Samuel Castro, Hugo Larochelle, Yann Dauphin

ICML 2023 In Search for a Generalizable Method for Source Free Domain Adaptation Malik Boudiaf, Tom Denton, Bart Van Merrienboer, Vincent Dumoulin, Eleni Triantafillou

ICML 2022 Head2Toe: Utilizing Intermediate Representations for Better Transfer Learning Utku Evci, Vincent Dumoulin, Hugo Larochelle, Michael C Mozer

CVPR 2022 Proper Reuse of Image Classification Features Improves Object Detection Cristina Vasconcelos, Vighnesh Birodkar, Vincent Dumoulin

ICCV 2021 Impact of Aliasing on Generalization in Deep Convolutional Networks Cristina Vasconcelos, Hugo Larochelle, Vincent Dumoulin, Rob Romijnders, Nicolas Le Roux, Ross Goroshin

ICML 2021 Learning a Universal Template for Few-Shot Dataset Generalization Eleni Triantafillou, Hugo Larochelle, Richard Zemel, Vincent Dumoulin

ICLR 2020 Meta-Dataset: A Dataset of Datasets for Learning to Learn from Few Examples Eleni Triantafillou, Tyler Zhu, Vincent Dumoulin, Pascal Lamblin, Utku Evci, Kelvin Xu, Ross Goroshin, Carles Gelada, Kevin Swersky, Pierre-Antoine Manzagol, Hugo Larochelle

Distill 2018 Feature-Wise Transformations Vincent Dumoulin, Ethan Perez, Nathan Schucher, Florian Strub, Harm de Vries, Aaron Courville, Yoshua Bengio

AAAI 2018 FiLM: Visual Reasoning with a General Conditioning Layer Ethan Perez, Florian Strub, Harm de Vries, Vincent Dumoulin, Aaron C. Courville

ICLR 2017 A Learned Representation for Artistic Style Vincent Dumoulin, Jonathon Shlens, Manjunath Kudlur

ICLR 2017 Adversarially Learned Inference Vincent Dumoulin, Ishmael Belghazi, Ben Poole, Alex Lamb, Martín Arjovsky, Olivier Mastropietro, Aaron C. Courville

NeurIPS 2017 Improved Training of Wasserstein GANs Ishaan Gulrajani, Faruk Ahmed, Martin Arjovsky, Vincent Dumoulin, Aaron C. Courville

Distill 2016 Deconvolution and Checkerboard Artifacts Augustus Odena, Vincent Dumoulin, Chris Olah

AAAI 2014 On the Challenges of Physical Implementations of RBMs Vincent Dumoulin, Ian J. Goodfellow, Aaron C. Courville, Yoshua Bengio