distribution shift

Improved Test-Time Adaptation for Domain Generalization CVPR 2023 Improving Fair Training under Correlation Shifts ICML 2023 Improving the Robustness of Summarization Models by Detecting and Removing Input Noise EMNLP 2023 Information Transfer in Multitask Learning, Data Augmentation, and Beyond AAAI 2023 In or Out? Fixing ImageNet Out-of-Distribution Detection Evaluation ICML 2023 In Search for a Generalizable Method for Source Free Domain Adaptation ICML 2023 Instance-Dependent Generalization Bounds via Optimal Transport JMLR 2023 Internal Robust Representations for Domain Generalization AAAI 2023 Interpretable Geometric Deep Learning via Learnable Randomness Injection ICLR 2023 Invariant Anomaly Detection under Distribution Shifts: A Causal Perspective NeurIPS 2023 iSCAN: Identifying Causal Mechanism Shifts among Nonlinear Additive Noise Models NeurIPS 2023 Learning Optimal Features via Partial Invariance AAAI 2023 Learning Rate Schedules in the Presence of Distribution Shift ICML 2023 Learning to Extrapolate: A Transductive Approach ICLR 2023 Learning To Retain While Acquiring: Combating Distribution-Shift in Adversarial Data-Free Knowledge Distillation CVPR 2023 Learning useful representations for shifting tasks and distributions ICML 2023 Let’s Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models EMNLP 2023 Leveraging sparse and shared feature activations for disentangled representation learning NeurIPS 2023 Lifelong Language Pretraining with Distribution-Specialized Experts ICML 2023 Live in the Moment: Learning Dynamics Model Adapted to Evolving Policy ICML 2023 LoCoOp: Few-Shot Out-of-Distribution Detection via Prompt Learning NeurIPS 2023 Masked Images Are Counterfactual Samples for Robust Fine-Tuning CVPR 2023 MATE: Masked Autoencoders are Online 3D Test-Time Learners ICCV 2023 Measuring the Knowledge Acquisition-Utilization Gap in Pretrained Language Models EMNLP 2023 Meta OOD Learning For Continuously Adaptive OOD Detection ICCV 2023