generalization-ability topic

List generalization-ability repositories

torchprune

162
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23
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A research library for pytorch-based neural network pruning, compression, and more.

OmniBenchmark

105
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5
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[ECCV2022] New benchmark for evaluating pre-trained model; New supervised contrastive learning framework.

AIR-ASVspoof

92
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28
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Official implementation of the SPL paper "One-class Learning Towards Synthetic Voice Spoofing Detection"

Alleviate-Robust-Overfitting

44
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5
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[ICLR 2021] "Robust Overfitting may be mitigated by properly learned smoothening" by Tianlong Chen*, Zhenyu Zhang*, Sijia Liu, Shiyu Chang, Zhangyang Wang

DOGE

41
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2
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The official implementation of "When Data Geometry Meets Deep Function: Generalizing Offline Reinforcement Learning" (ICLR2023)