awesome-distribution-shift
A curated list of papers and resources about the distribution shift in machine learning.
https://github.com/weitianxin/awesome-distribution-shift
Last synced: 24 days ago
JSON representation
-
Generalization
-
Domain Generalization & Out-of-distribution Robustness
- GOOD
- arxiv 2019
- ICLR 2020
- ICLR 2021
- ICML 2021
- ICML 2021
- NeurIPS 2021
- ICML 2022
- NeurIPS 2022
- ICML 2021
- ICML 2022
- ICML 2022
- CVPR 2018
- ECCV 2018
- NeurIPS 2018
- NeurIPS 2019
- CVPR 2019
- CVPR 2019
- NeurIPS 2020
- ECCV 2020
- ECCV 2020
- ECCV 2020
- ECCV 2020
- CVPR 2020
- JMLR 2021
- NeurIPS 2021
- NeurIPS 2021
- CVPR 2022
- ECCV 2022
- ICML 2022
- NeurIPS 2022
- ICCV 2023
- CVPR 2022
- CVPR 2022
- CVPR 2022
- NeurIPS 2022
- ICLR 2021
- ICML 2022
- ICML 2022
- ICML 2021
- ECCV 2020
- ECCV 2020
- ECCV 2020
- AAAI 2018
- ECCV 2020
- CVPR 2020
- ICLR 2022
- ECCV 2022
-
Domain Adaptation
-
Test-time Adaptation/Training
-
-
Benchmark
- ICLR 2021
- ICLR 2021 - Benchmarks)
- ICML 2021 - lambda/wilds)
- NeurIPS 2021 - Project/shifts)
- ICLR 2022
- NeurIPS 2022
- NeurIPS 2022 - team/pygod/tree/main/benchmark)
- NeurIPS 2022
- NeurIPS 2022 - Time)
- NeurIPS 2022
- NeurIPS 2022 - ml/anoshift)
- CVPR 2022 - Just/OoD-Bench)
- CVPR 2022 - arborist/)
- ECCV 2022 - ood-workshop/ROBIN-dataset)
- arxiv 2022 - ailab/DrugOOD)
-
Data Modality
-
Graph
-
Text
-
Time Series
-
Video
-
Speech
-
Tabular Data
-
Others (RecSys)
-
-
Decentralized (Federated)
-
Detection
-
Fairness
-
Others (RecSys)
-
-
Learning Strategy
-
Others (RecSys)
-
-
Robustness
-
Others (RecSys)
-
Programming Languages
Categories
Sub Categories