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Awesome Out Of Distribution Detection ⭐ 400

A professionally curated list of papers, tutorials, books, videos, articles and open-source libraries etc for Out-of-distribution detection, robustness, and generalization

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

Prg4ssl Mnar ⭐ 72

"Towards Semi-supervised Learning with Non-random Missing Labels" by Yue Duan (ICCV 2023)

Awesome Distribution Shift ⭐ 57

A curated list of papers and resources about the distribution shift in machine learning.

Raincoat ⭐ 45

Domain Adaptation for Time Series Under Feature and Label Shifts

Graphood Gnnsafe ⭐ 42

The official implementation for ICLR23 paper "GNNSafe: Energy-based Out-of-Distribution Detection for Graph Neural Networks"

Rda4robustssl ⭐ 7

"RDA: Reciprocal Distribution Alignment for Robust Semi-supervised Learning" by Yue Duan (ECCV 2022)

Implementation of the models and datasets used in "An Information-theoretic Approach to Distribution Shifts"

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