distributional-shift

There are 0 repository under distributional-shift topic.

zozo-shift15m
st-tech / zozo-shift15m
SHIFT15M: Fashion-specific dataset for set-to-set matching with several distribution shifts
covariate-shift cvpr cvpr2023 dataset dataset-shifts datasets deep-learning distributional-shift fashion fill-in-the-blank fill-in-the-n-blank machine-learning research set-matching target-shift
Language:Python 161
RolnickLab / climart
A benchmark dataset for Machine Learning emulation of atmospheric radiative transfer in weather and climate models (NeurIPS 2021 Datasets and Benchmarks Track)
radiative-transfer emulation dataset climart climate-change machine-learning atmospheric-science neural-networks distributional-shift pytorch
Language:Python 39
RuntianZ / doro
Distributional and Outlier Robust Optimization (ICML 2021)
machine-learning distributional-shift fairness
Language:Python 27
yandex-research / structural-graph-shifts
Evaluating Robustness and Uncertainty of Graph Models Under Structural Distributional Shifts (NeurIPS'23)
graph-machine-learning graph-neural-networks robustness structural-shifts uncertainty-estimation distributional-shift graph-benchmark
Language:Python 10
joe0123 / EDNIL
Code for "Environment Diversification with Multi-head Neural Network for Invariant Learning" (NeurIPS 2022)
causality distributional-shift invariant-learning machine-learning ood-generalization environment-inference
Language:Python 1
heyjoonkim / universal_domain_adaptation_for_nlp
Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLP (Findings of EMNLP 2023)
deep-learning distributional-shift domain-adaptation ood-detection universal-domain-adaptation