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07/31/2023
Subspace Distillation for Continual Learning
An ultimate objective in continual learning is to preserve knowledge lea...
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10/26/2021
Meta-Learning for Multi-Label Few-Shot Classification
Even with the luxury of having abundant data, multi-label classification...
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10/23/2021
Towards a Robust Differentiable Architecture Search under Label Noise
Neural Architecture Search (NAS) is the game changer in designing robust...
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04/17/2021
On Learning the Geodesic Path for Incremental Learning
Neural networks notoriously suffer from the problem of catastrophic forg...
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09/25/2019
MPEG-H Audio for Improving Accessibility in Broadcasting and Streaming
Broadcasting and streaming services still suffer from various levels of ...
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12/03/2013