domain generalization

Adversarially Robust Models may not Transfer Better: Sufficient Conditions for Domain Transferability from the View of Regularization ICML 2022 Adversarial Semantic Hallucination for Domain Generalized Semantic Segmentation WACV 2022 Adversarial Style Augmentation for Domain Generalized Urban-Scene Segmentation NeurIPS 2022 A Generative Approach for Mitigating Structural Biases in Natural Language Inference NAACL 2022 Analyzing Generalization of Vision and Language Navigation to Unseen Outdoor Areas ACL 2022 An Empirical Study on Explanations in Out-of-Domain Settings ACL 2022 An Online Learning Approach to Interpolation and Extrapolation in Domain Generalization AISTATS 2022 APEACH: Attacking Pejorative Expressions with Analysis on Crowd-Generated Hate Speech Evaluation Datasets EMNLP 2022 APT-36K: A Large-scale Benchmark for Animal Pose Estimation and Tracking NeurIPS 2022 Assaying Out-Of-Distribution Generalization in Transfer Learning NeurIPS 2022 Assessing Combinational Generalization of Language Models in Biased Scenarios AACL 2022 Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model EMNLP 2022 Attack Agnostic Dataset: Towards Generalization and Stabilization of Audio DeepFake Detection Interspeech 2022 Attention Guided Deep Supervision Model for Prostate Segmentation in Multisite Heterogeneous MRI Data MIDL 2022 Augmentation-Free Self-Supervised Learning on Graphs AAAI 2022 AutoGPart: Intermediate Supervision Search for Generalizable 3D Part Segmentation CVPR 2022 BatchFormer: Learning To Explore Sample Relationships for Robust Representation Learning CVPR 2022 Benchmarking the Covariate Shift Robustness of Open-world Intent Classification Approaches AACL 2022 BiHPF: Bilateral High-Pass Filters for Robust Deepfake Detection WACV 2022 BoosterNet: Improving Domain Generalization of Deep Neural Nets Using Culpability-Ranked Features CVPR 2022 Bridging the Generalization Gap in Text-to-SQL Parsing with Schema Expansion ACL 2022 Can Data Diversity Enhance Learning Generalization? COLING 2022 Causal Dynamics Learning for Task-Independent State Abstraction ICML 2022 Causality Inspired Representation Learning for Domain Generalization CVPR 2022 Causally motivated multi-shortcut identification and removal NeurIPS 2022