domain generalization

SIGMA: Semantic-Complete Graph Matching for Domain Adaptive Object Detection CVPR 2022 Simple Multi-Dataset Detection CVPR 2022 Single-Domain Generalization in Medical Image Segmentation via Test-Time Adaptation from Shape Dictionary AAAI 2022 Single-Domain Generalized Object Detection in Urban Scene via Cyclic-Disentangled Self-Distillation CVPR 2022 SizeShiftReg: a Regularization Method for Improving Size-Generalization in Graph Neural Networks NeurIPS 2022 Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification ICML 2022 Source-Free Adaptation to Measurement Shift via Bottom-Up Feature Restoration ICLR 2022 Sparse Invariant Risk Minimization ICML 2022 Spectral Unsupervised Domain Adaptation for Visual Recognition CVPR 2022 Spectrum Random Masking for Generalization in Image-based Reinforcement Learning NeurIPS 2022 Speech Emotion Recognition in the Wild using Multi-task and Adversarial Learning Interspeech 2022 Statistically-Guided Deep Network Transformation to Harness Heterogeneity in Space (Extended Abstract) IJCAI 2022 Stereoscopic Universal Perturbations Across Different Architectures and Datasets CVPR 2022 Style Neophile: Constantly Seeking Novel Styles for Domain Generalization CVPR 2022 SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities ACL 2022 Switch to Generalize: Domain-Switch Learning for Cross-Domain Few-Shot Classification ICLR 2022 Syntactically Robust Training on Partially-Observed Data for Open Information Extraction EMNLP 2022 Temporal Generalization for Spoken Language Understanding NAACL 2022 Test-time Fourier Style Calibration for Domain Generalization IJCAI 2022 The Auto Arborist Dataset: A Large-Scale Benchmark for Multiview Urban Forest Monitoring Under Domain Shift CVPR 2022 Toward learning human-aligned cross-domain robust models by countering misaligned features UAI 2022 Towards Data-Free Domain Generalization ACML 2022 Towards Generalized Open Information Extraction EMNLP 2022 Towards Principled Disentanglement for Domain Generalization CVPR 2022 Towards Robust Neural Retrieval with Source Domain Synthetic Pre-Finetuning COLING 2022