domain generalization

Text-to-SQL in the Wild: A Naturally-Occurring Dataset Based on Stack Exchange Data ACL 2021 Towards a Theoretical Framework of Out-of-Distribution Generalization NeurIPS 2021 Towards a Universal Model for Cross-Dataset Crowd Counting ICCV 2021 Towards Context-Agnostic Learning Using Synthetic Data NeurIPS 2021 Towards Robust Classification Model by Counterfactual and Invariant Data Generation CVPR 2021 Towards robust vision by multi-task learning on monkey visual cortex NeurIPS 2021 Training for the Future: A Simple Gradient Interpolation Loss to Generalize Along Time NeurIPS 2021 Unbiased Mean Teacher for Cross-Domain Object Detection CVPR 2021 Uncertainty-Guided Model Generalization to Unseen Domains CVPR 2021 Understanding Guided Image Captioning Performance across Domains CoNLL 2021 Understanding the failure modes of out-of-distribution generalization ICLR 2021 Understanding the Generalization Benefit of Model Invariance from a Data Perspective NeurIPS 2021 Understanding the Limits of Unsupervised Domain Adaptation via Data Poisoning NeurIPS 2021 Unsupervised 3D Shape Completion Through GAN Inversion CVPR 2021 Unsupervised Domain Adaptation for Dysarthric Speech Detection via Domain Adversarial Training and Mutual Information Minimization Interspeech 2021 Unsupervised Multi-Source Domain Adaptation for Person Re-Identification CVPR 2021 Unsupervised Out-of-Domain Detection via Pre-trained Transformers ACL 2021 Unsupervised Visual Attention and Invariance for Reinforcement Learning CVPR 2021 Vision-Language Navigation With Random Environmental Mixup ICCV 2021 What Can Style Transfer and Paintings Do for Model Robustness? CVPR 2021 WILDS: A Benchmark of in-the-Wild Distribution Shifts ICML 2021 Zero-Shot Dialogue State Tracking via Cross-Task Transfer EMNLP 2021 Achieving Robustness in the Wild via Adversarial Mixing With Disentangled Representations CVPR 2020 Adversarial Augmentation Policy Search for Domain and Cross-Lingual Generalization in Reading Comprehension EMNLP 2020 Adversarial Separation and Adaptation Network for Far-Field Speaker Verification Interspeech 2020