Lorenzo Bonicelli
7 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
Venues
Top co-authors
Research topics
Keywords
continual learning
(3)
catastrophic forgetting
(2)
multi-task learning
(1)
adversarial robustness
(1)
incremental learning
(1)
transformer
(1)
class-incremental learning
(1)
decision boundary
(1)
lipschitz constant
(1)
spurious correlation
(1)
replay buffer
(1)
attention head
(1)
task vector
(1)
experience replay
(1)
weight permutation
(1)
modular learning
(1)
saliency prediction
(1)
spectral theory
(1)
second-order taylor approximation
(1)
model compositionality
(1)
Papers
A Second-Order Perspective on Model Compositionality and Incremental Learning
ICLR 2025
Towards Unbiased Continual Learning: Avoiding Forgetting in the Presence of Spurious Correlations
WACV 2025
Update Your Transformer to the Latest Release: Re-Basin of Task Vectors
ICML 2025
Saliency-driven Experience Replay for Continual Learning
NeurIPS 2024
Semantic Residual Prompts for Continual Learning
ECCV 2024
On the Effectiveness of Lipschitz-Driven Rehearsal in Continual Learning
NeurIPS 2022
Transfer without Forgetting
ECCV 2022