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05/23/2023
Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound Classification
Respiratory sound contains crucial information for the early diagnosis o...
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03/22/2023
Re-thinking Federated Active Learning based on Inter-class Diversity
Although federated learning has made awe-inspiring advances, most studie...
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03/20/2023
Coreset Sampling from Open-Set for Fine-Grained Self-Supervised Learning
Deep learning in general domains has constantly been extended to domain-...
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06/29/2021
Self-Contrastive Learning
This paper proposes a novel contrastive learning framework, coined as Se...
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12/06/2020
Accurate and Fast Federated Learning via Combinatorial Multi-Armed Bandits
Federated learning has emerged as an innovative paradigm of collaborativ...
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10/13/2020