Sylvestre-Alvise Rebuffi
12 papers · 2017–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (29) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (4)
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Academic Marathon
(6)
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Cross-Pollinator
(14)
π₯
Mega-Team
(20)
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Century Club
(12)
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Trend Setter
Conferences
CVPR (4)
ICLR (4)
NIPS (3)
JMLR (1)
Top co-authors
Keywords
transfer learning
(3)
adversarial robustness
(3)
neural network
(2)
adversarial training
(2)
continual learning
(2)
multi-domain learning
(2)
representation learning
(2)
data augmentation
(2)
distribution shift
(1)
sequential learning
(1)
generative model
(1)
convolutional neural network
(1)
model ensemble
(1)
robust overfitting
(1)
parameter efficiency
(1)
task adaptation
(1)
gradient analysis
(1)
residual adapter
(1)
model soup
(1)
universal feature
(1)
Papers
Nevis'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research
JMLR 2023
Seasoning Model Soups for Robustness to Adversarial and Natural Distribution Shifts
CVPR 2023
Revisiting adapters with adversarial training
ICLR 2023
A Fine-Grained Analysis on Distribution Shift
ICLR 2022
Defending Against Image Corruptions Through Adversarial Augmentations
ICLR 2022
Data Augmentation Can Improve Robustness
NIPS 2021
Improving Robustness using Generated Data
NIPS 2021
Automatically Discovering and Learning New Visual Categories with Ranking Statistics
ICLR 2020
There and Back Again: Revisiting Backpropagation Saliency Methods
CVPR 2020
Efficient Parametrization of Multi-Domain Deep Neural Networks
CVPR 2018
iCaRL: Incremental Classifier and Representation Learning
CVPR 2017
Learning multiple visual domains with residual adapters
NIPS 2017