out-of-distribution-generalization topic

List out-of-distribution-generalization repositories

Transfer-Learning-Library

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Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

PoER

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Potential energy ranking for domain generalization (DG)

CIGA

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[NeurIPS 2022] Learning Causally Invariant Representations for Out-of-Distribution Generalization on Graphs

awesome-trustworthy-deep-learning

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A curated list of trustworthy deep learning papers. Daily updating...

GOOD

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GOOD: A Graph Out-of-Distribution Benchmark [NeurIPS 2022 Datasets and Benchmarks]

awesome-graph-ood

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Papers about out-of-distribution generalization on graphs.

large_vlm_distillation_ood

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Distilling Large Vision-Language Model with Out-of-Distribution Generalizability (ICCV 2023)

PAIR

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[ICLR 2023, ICLR DG oral] PAIR, the optimizer and model selection criteria for OOD Generalization

ELIM_FER

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4
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[NeurIPS 2022] The official repository of Expression Learning with Identity Matching for Facial Expression Recognition

ADShift

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Official PyTorch implementation of the ICCV'23 paper “Anomaly Detection under Distribution Shift”