conftrace_

out-of-distribution robustness

61 papers

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Also known as

OOD ROBUSTNESS

Co-occurring keywords · papers mentioning both

distribution shift (8) domain adaptation (8) domain generalization (8) contrastive learning (5) representation learning (5) vision-language model (4) spurious correlation (4) out-of-distribution generalization (4) data augmentation (4) transfer learning (4)

Papers

PixMix: Dreamlike Pictures Comprehensively Improve Safety Measures CVPR 2022 Practical uncertainty quantification for brain tumor segmentation MIDL 2022 Visual correspondence-based explanations improve AI robustness and human-AI team accuracy NeurIPS 2022 A Winning Hand: Compressing Deep Networks Can Improve Out-of-Distribution Robustness NeurIPS 2021 Counterfactual Generative Networks ICLR 2021 Exploring the Efficacy of Automatically Generated Counterfactuals for Sentiment Analysis ACL 2021 In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness ICLR 2021 Learning to Contrast the Counterfactual Samples for Robust Visual Question Answering EMNLP 2020 Pretrained Transformers Improve Out-of-Distribution Robustness ACL 2020 Actively Seeking and Learning From Live Data CVPR 2019 Geometric Robustness of Deep Networks: Analysis and Improvement CVPR 2018