domain generalization

1517 papers

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Also known as

DGSS DG SDG

Co-occurring keywords

domain adaptation (4578) transfer learning (5442) distribution shift (711) representation learning (6174) out-of-distribution generalization (403) data augmentation (3037) semantic segmentation (3179) zero-shot learning (3637) vision-language model (2235) few-shot learning (3390)

Papers

Learning Generalizable Manipulation Policies with Object-Centric 3D Representations CORL 2023

Does Invariant Graph Learning via Environment Augmentation Learn Invariance? NIPS 2023

Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation NIPS 2023

Toward Re-Identifying Any Animal NIPS 2023

Robust Generalization Against Photon-Limited Corruptions via Worst-Case Sharpness Minimization CVPR 2023

A Data-Based Perspective on Transfer Learning CVPR 2023

Towards Domain Generalization for Multi-View 3D Object Detection in Bird-Eye-View CVPR 2023

A Whac-a-Mole Dilemma: Shortcuts Come in Multiples Where Mitigating One Amplifies Others CVPR 2023

Diversified Outlier Exposure for Out-of-Distribution Detection via Informative Extrapolation NIPS 2023

MAP: Towards Balanced Generalization of IID and OOD through Model-Agnostic Adapters ICCV 2023

Robust Generalization Strategies for Morpheme Glossing in an Endangered Language Documentation Context EMNLP 2023

Building Multi-domain Dialog State Trackers from Single-domain Dialogs EMNLP 2023

Single Domain Generalization for LiDAR Semantic Segmentation CVPR 2023

Predict the Future from the Past? On the Temporal Data Distribution Shift in Financial Sentiment Classifications EMNLP 2023

Parameter-Efficient Prompt Tuning Makes Generalized and Calibrated Neural Text Retrievers EMNLP 2023

Orca: A Few-shot Benchmark for Chinese Conversational Machine Reading Comprehension EMNLP 2023

DandelionNet: Domain Composition with Instance Adaptive Classification for Domain Generalization ICCV 2023

Domain Expansion of Image Generators CVPR 2023

Masked Representation Learning for Domain Generalized Stereo Matching CVPR 2023

3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds CVPR 2023

Uni3D: A Unified Baseline for Multi-Dataset 3D Object Detection CVPR 2023

Learning A Self-Supervised Domain-Invariant Feature Representation for Generalized Audio Deepfake Detection INTERSPEECH 2023

GAPartNet: Cross-Category Domain-Generalizable Object Perception and Manipulation via Generalizable and Actionable Parts CVPR 2023

Generalized UAV Object Detection via Frequency Domain Disentanglement CVPR 2023

Rethinking Domain Generalization for Face Anti-Spoofing: Separability and Alignment CVPR 2023