Vincent Dumoulin
7 papers · 2017–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (6) π Cross-Pollinator (14)
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Taxonomy Completionist
(19)
π£
Hot Topic Early Bird
Conferences
ICML (3)
CVPR (1)
ICCV (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
transfer learning
(3)
feature reuse
(2)
domain generalization
(2)
few-shot learning
(1)
object detection
(1)
knowledge distillation
(1)
data augmentation
(1)
source-free domain adaptation
(1)
deep learning
(1)
out-of-distribution generalization
(1)
gradient descent
(1)
distribution shift
(1)
generative model
(1)
generative adversarial network
(1)
linear probing
(1)
frequency analysis
(1)
intermediate representation
(1)
few-shot classification
(1)
wasserstein gan
(1)
gradient penalty
(1)
Papers
In Search for a Generalizable Method for Source Free Domain Adaptation
ICML 2023
Head2Toe: Utilizing Intermediate Representations for Better Transfer Learning
ICML 2022
Proper Reuse of Image Classification Features Improves Object Detection
CVPR 2022
Impact of Aliasing on Generalization in Deep Convolutional Networks
ICCV 2021
Learning a Universal Template for Few-shot Dataset Generalization
ICML 2021
Meta-Dataset: A Dataset of Datasets for Learning to Learn from Few Examples
ICLR 2020
Improved Training of Wasserstein GANs
NIPS 2017