conftrace_

distribution shift

722 papers

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Also known as

DS

Co-occurring keywords

domain adaptation (4595) domain generalization (1522) out-of-distribution detection (617) test-time adaptation (312) out-of-distribution generalization (408) causal inference (1630) representation learning (6206) transfer learning (5449) covariate shift (157) graph neural network (3962)

Papers

Test-Time Training Can Close the Natural Distribution Shift Performance Gap in Deep Learning Based Compressed Sensing ICML 2022
Understanding Gradual Domain Adaptation: Improved Analysis, Optimal Path and Beyond ICML 2022
OoD-Bench: Quantifying and Understanding Two Dimensions of Out-of-Distribution Generalization CVPR 2022
Mildly Conservative Q-Learning for Offline Reinforcement Learning NIPS 2022
RORL: Robust Offline Reinforcement Learning via Conservative Smoothing NIPS 2022
Distributionally Adaptive Meta Reinforcement Learning NIPS 2022
The Norm Must Go On: Dynamic Unsupervised Domain Adaptation by Normalization CVPR 2022
ViewFool: Evaluating the Robustness of Visual Recognition to Adversarial Viewpoints NIPS 2022
AutoML Two-Sample Test NIPS 2022
Minimax optimal approaches to the label shift problem in non-parametric settings JMLR 2022
Context-Aware Drift Detection ICML 2022
Evaluating Robustness to Dataset Shift via Parametric Robustness Sets NIPS 2022
Domain Adaptation under Open Set Label Shift NIPS 2022
Agreement-on-the-line: Predicting the Performance of Neural Networks under Distribution Shift NIPS 2022
Roadblocks for Temporarily Disabling Shortcuts and Learning New Knowledge NIPS 2022
Data Distributional Properties Drive Emergent In-Context Learning in Transformers NIPS 2022
Towards Out-of-Distribution Sequential Event Prediction: A Causal Treatment NIPS 2022
Regret Minimization with Performative Feedback ICML 2022
Channel Importance Matters in Few-Shot Image Classification ICML 2022
FOCUS: Familiar Objects in Common and Uncommon Settings ICML 2022
On Distribution Shift in Learning-based Bug Detectors ICML 2022
Understanding Robust Generalization in Learning Regular Languages ICML 2022
Probable Domain Generalization via Quantile Risk Minimization NIPS 2022
Causal Discovery in Heterogeneous Environments Under the Sparse Mechanism Shift Hypothesis NIPS 2022
The Two Dimensions of Worst-Case Training and Their Integrated Effect for Out-of-Domain Generalization CVPR 2022