Vincent Dumoulin

Joined

September 2016

Names

Vincent Dumoulin (Preferred)

Emails

****@gmail.com (Confirmed)

****@umontreal.ca (Confirmed)

****@iro.umontreal.ca (Confirmed)

****@google.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Research Scientist

Google (google.com)

2018 – 2025

PhD student

University of Montreal (umontreal.ca)

2014 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Yoshua Bengio

2014 – 2018

PhD Advisor

Aaron Courville

2014 – 2018

Expertise

deep learning

computer vision

Present

few-shot learning

multi-task learning

meta-learning

Present

Publications

Perch 2.0: The Bittern Lesson for Bioacoustics
Bart van Merriënboer, Vincent Dumoulin, Jenny Hamer, Lauren Harrell, Andrea Burns, tom denton
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Perch 2.0 transfers 'whale' to underwater tasks
Andrea Burns, Lauren Harrell, Bart van Merriënboer, Vincent Dumoulin, Jenny Hamer, tom denton
- NeurIPS 2025 AiForAnimalComms Workshop
- Readers: Everyone
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
- NeurIPS 2025 poster
- Readers: Everyone
A density estimation perspective on learning from pairwise human preferences
Vincent Dumoulin, Daniel D. Johnson, Pablo Samuel Castro, Hugo Larochelle, Yann Dauphin
- Accepted by TMLR
- Readers: Everyone
BIRB: A Generalization Benchmark for Information Retrieval in Bioacoustics
Jenny Hamer, Eleni Triantafillou, Bart van Merriënboer, Stefan Kahl, Holger Klinck, tom denton, Vincent Dumoulin
- Submitted to ICLR 2024
- Readers: Everyone
In Search for a Generalizable Method for Source Free Domain Adaptation
Malik Boudiaf, tom denton, Bart van Merrienboer, Vincent Dumoulin, Eleni Triantafillou
- ICML 2023 Poster
- Readers: Everyone
In Search for a Generalizable Method for Source Free Domain Adaptation
Malik Boudiaf, Tom Denton, Bart van Merriënboer, Vincent Dumoulin, Eleni Triantafillou
- 2023 (modified: 17 Apr 2023)
- CoRR 2023
- Readers: Everyone
NOTELA: A Generalizable Method for Source Free Domain Adaptation
Malik Boudiaf, tom denton, Bart van Merrienboer, Vincent Dumoulin, Eleni Triantafillou
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Learning a Universal Template for Few-shot Dataset Generalization
Eleni Triantafillou, Hugo Larochelle, Richard Zemel, Vincent Dumoulin
- 05 May 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Meta-Dataset: A Dataset of Datasets for Learning to Learn from Few Examples
Eleni Triantafillou, Tyler Lixuan Zhu, Vincent Dumoulin, Pascal Lamblin, Utku Evci, Kelvin Xu, Ross Goroshin, Carles Gelada, Kevin Swersky, Pierre-Antoine Manzagol, Hugo Larochelle
- 05 May 2022
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 53 publications

Co-Authors

View all 188 co-authors