Oleksiy Ostapenko
4 papers · 2019–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🐣
Hot Topic Early Bird
Venues
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Research topics
Keywords
continual learning
(3)
catastrophic forgetting
(2)
model-based clustering
(1)
synaptic plasticity
(1)
generalization
(1)
generative adversarial network
(1)
fast adaptation
(1)
dynamic network expansion
(1)
modular network
(1)
neural masking
(1)
local module composition
(1)
dynamic module composition
(1)
zero-shot
(1)
adapter
(1)
loras
(1)
model-agnostic meta-learning
(1)
routing
(1)
class-incremental learning
(1)
Papers
Towards Modular LLMs by Building and Reusing a Library of LoRAs
ICML 2024
Continual Learning via Local Module Composition
NeurIPS 2021
Online Fast Adaptation and Knowledge Accumulation (OSAKA): a New Approach to Continual Learning
NeurIPS 2020
Learning to Remember: A Synaptic Plasticity Driven Framework for Continual Learning
CVPR 2019