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

Towards Generalizable Scene Change Detection CVPR 2025

Improving Zero-Shot Object-Level Change Detection by Incorporating Visual Correspondence WACV 2025

S2S2: Semantic Stacking for Robust Semantic Segmentation in Medical Imaging AAAI 2025

Generalizing to Unseen Disaster Events: A Causal View IJCNLP 2025

Robustness to Spurious Correlations via Dynamic Knowledge Transfer IJCAI 2025

DriveGEN: Generalized and Robust 3D Detection in Driving via Controllable Text-to-Image Diffusion Generation CVPR 2025

Unlocking Generalization Power in LiDAR Point Cloud Registration CVPR 2025

A Dataset for Semantic Segmentation in the Presence of Unknowns CVPR 2025

Debiased Multimodal Understanding for Human Language Sequences AAAI 2025

Enhancing Vision-Language Few-Shot Adaptation with Negative Learning WACV 2025

Benchmarking Object Detectors under Real-World Distribution Shifts in Satellite Imagery CVPR 2025

Towards Explicit Geometry-Reflectance Collaboration for Generalized LiDAR Segmentation in Adverse Weather CVPR 2025

Low-Biased General Annotated Dataset Generation CVPR 2025

Gradient-Guided Annealing for Domain Generalization CVPR 2025

Reproducible Vision-Language Models Meet Concepts Out of Pre-Training CVPR 2025

EvoCL: Continual Learning over Evolving Domains WACV 2025

Fourier Guided Adaptive Adversarial Augmentation for Generalization in Visual Reinforcement Learning AAAI 2025

Fair Domain Generalization with Heterogeneous Sensitive Attributes Across Domains WACV 2025

Cross-modal Clustering-based Retrieval for Scalable and Robust Image Captioning ACL 2025

Combining Inherent Knowledge of Vision-Language Models with Unsupervised Domain Adaptation through Strong-Weak Guidance WACV 2025

Unleashing the Power of Visual Foundation Models for Generalizable Semantic Segmentation AAAI 2025

ERUP-YOLO: Enhancing Object Detection Robustness for Adverse Weather Condition by Unified Image-Adaptive Processing WACV 2025

Spurious Feature Eraser: Stabilizing Test-Time Adaptation for Vision-Language Foundation Model AAAI 2025

Improving Generalization in Offline Reinforcement Learning via Latent Distribution Representation Learning AAAI 2025

ERF: A Benchmark Dataset for Robust Semantic Segmentation Under Extreme Rainfall Conditions AAAI 2025