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Domain Generalization

330 directly classified papers

Papers per year

Papers

GAPartNet: Cross-Category Domain-Generalizable Object Perception and Manipulation via Generalizable and Actionable Parts CVPR 2023
3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds CVPR 2023
Single Domain Generalization for LiDAR Semantic Segmentation CVPR 2023
Domain Generalized Stereo Matching via Hierarchical Visual Transformation CVPR 2023
Provably Invariant Learning without Domain Information ICML 2023
Robust Generalization Against Photon-Limited Corruptions via Worst-Case Sharpness Minimization CVPR 2023
SememeASR: Boosting Performance of End-to-End Speech Recognition against Domain and Long-Tailed Data Shift with Sememe Semantic Knowledge INTERSPEECH 2023
Exploring and Utilizing Pattern Imbalance CVPR 2023
DAMix: Exploiting Deep Autoregressive Model Zoo for Improving Lossless Compression Generalization AAAI 2023
Multi-Domain Generalized Graph Meta Learning AAAI 2023
Learning Optimal Features via Partial Invariance AAAI 2023
When Neural Networks Fail to Generalize? A Model Sensitivity Perspective AAAI 2023
Masked Representation Learning for Domain Generalized Stereo Matching CVPR 2023
NICO++: Towards Better Benchmarking for Domain Generalization CVPR 2023
Super-CLEVR: A Virtual Benchmark To Diagnose Domain Robustness in Visual Reasoning CVPR 2023
ALOFT: A Lightweight MLP-Like Architecture With Dynamic Low-Frequency Transform for Domain Generalization CVPR 2023
Test-Time Style Shifting: Handling Arbitrary Styles in Domain Generalization ICML 2023
Auxiliary Losses for Learning Generalizable Concept-based Models NIPS 2023
Out-of-Distribution Generalization of Federated Learning via Implicit Invariant Relationships ICML 2023
Neuron Structure Modeling for Generalizable Remote Physiological Measurement CVPR 2023
Rethinking Domain Generalization for Face Anti-Spoofing: Separability and Alignment CVPR 2023
CLIP the Gap: A Single Domain Generalization Approach for Object Detection CVPR 2023
Shifted PAUQ: Distribution shift in text-to-SQL EMNLP 2023
Dataset Bias Mitigation in Multiple-Choice Visual Question Answering and Beyond EMNLP 2023
Towards Stable Natural Language Understanding via Information Entropy Guided Debiasing ACL 2023