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Domain Generalization

330 directly classified papers

Papers per year

Papers

Perturbating, Tuning, and Collaborating: Harnessing Vision Foundation Models for Single Domain Generalization on Medical Imaging AAAI 2025
Out-of-Distribution Generalization on Graphs via Progressive Inference AAAI 2025
IMOL: Incomplete-Modality-Tolerant Learning for Multi-Domain Fake News Video Detection ACL 2025
TRACI: A Data-centric Approach for Multi-Domain Generalization on Graphs AAAI 2025
The Indoor-Training Effect: Unexpected Gains from Distribution Shifts in the Transition Function AAAI 2025
Low-Biased General Annotated Dataset Generation CVPR 2025
Bidirectional Multi-Step Domain Generalization for Visible-Infrared Person Re-Identification WACV 2025
Enhancing Vision-Language Few-Shot Adaptation with Negative Learning WACV 2025
EvoCL: Continual Learning over Evolving Domains WACV 2025
Seeking Consistent Flat Minima for Better Domain Generalization via Refining Loss Landscapes CVPR 2025
SASep: Saliency-Aware Structured Separation of Geometry and Feature for Open Set Learning on Point Clouds CVPR 2025
Benchmarking Object Detectors under Real-World Distribution Shifts in Satellite Imagery CVPR 2025
OSLoPrompt: Bridging Low-Supervision Challenges and Open-Set Domain Generalization in CLIP CVPR 2025
Text-to-Image Synthesis for Domain Generalization in Face Anti-Spoofing WACV 2025
Segment Any-Quality Images with Generative Latent Space Enhancement CVPR 2025
A Dataset for Semantic Segmentation in the Presence of Unknowns CVPR 2025
FDS: Feedback-Guided Domain Synthesis with Multi-Source Conditional Diffusion Models for Domain Generalization WACV 2025
Domain-aware Category-level Geometry Learning Segmentation for 3D Point Clouds ICCV 2025
Towards Generalizable Neural Simulators: Addressing Distribution Shifts Induced by Environmental and Temporal Variations IJCAI 2025
ConstStyle: Robust Domain Generalization with Unified Style Transformation ICCV 2025
Diffusion-based Source-biased Model for Single Domain Generalized Object Detection ICCV 2025
Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts ICCV 2025
Adversarial Domain Prompt Tuning and Generation for Single Domain Generalization CVPR 2025
Learning Fine-grained Domain Generalization via Hyperbolic State Space Hallucination AAAI 2025
Explaining Domain Shifts in Language: Concept Erasing for Interpretable Image Classification CVPR 2025