Fahad Sarfraz
6 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🐝
Cross-Pollinator
(15)
Conferences
ICLR (3)
WACV (2)
AAAI (1)
Top co-authors
Keywords
label noise
(2)
catastrophic forgetting
(1)
sparse coding
(1)
probabilistic inference
(1)
knowledge distillation
(1)
semantic memory
(1)
collaborative learning
(1)
lifelong learning
(1)
deep neural network
(1)
activation sparsity
(1)
generalization performance
(1)
student model
(1)
teacher model
(1)
neural network
(1)
dual memory
(1)
continual learning
(1)
dual memory system
(1)
Papers
Semantic Aware Representation Learning for Lifelong Learning
ICLR 2025
Sparse Coding in a Dual Memory System for Lifelong Learning
AAAI 2023
Error Sensitivity Modulation based Experience Replay: Mitigating Abrupt Representation Drift in Continual Learning
ICLR 2023
Learning Fast, Learning Slow: A General Continual Learning Method based on Complementary Learning System
ICLR 2022
Noise as a Resource for Learning in Knowledge Distillation
WACV 2021
Noisy Concurrent Training for Efficient Learning Under Label Noise
WACV 2021