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06/07/2023
Align, Distill, and Augment Everything All at Once for Imbalanced Semi-Supervised Learning
Addressing the class imbalance in long-tailed semi-supervised learning (...
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05/25/2023
Surface-Based Retrieval Reduces Perplexity of Retrieval-Augmented Language Models
Augmenting language models with a retrieval mechanism has been shown to ...
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02/23/2023
On the Generalization Ability of Retrieval-Enhanced Transformers
Recent work on the Retrieval-Enhanced Transformer (RETRO) model has show...
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06/10/2022
Balanced Product of Experts for Long-Tailed Recognition
Many real-world recognition problems suffer from an imbalanced or long-t...
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02/21/2017