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

Robustness to Spurious Correlations via Dynamic Knowledge Transfer IJCAI 2025

Federated Deconfounding and Debiasing Learning for Out-of-Distribution Generalization IJCAI 2025

Generalizable Single-Source Cross-Modality Medical Image Segmentation via Invariant Causal Mechanisms WACV 2025

Indirect Alignment and Relationship Preservation for Domain Generalization IJCAI 2025

Time-Frequency Disentanglement Boosted Pre-Training: A Universal Spatio-Temporal Modeling Framework IJCAI 2025

AdaDCP: Learning an Adapter with Discrete Cosine Prior for Clear-to-Adverse Domain Generalization ICCV 2025

Graph OOD Detection via Plug-and-Play Energy-based Evaluation and Propagation IJCAI 2025

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

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

Modeling Saliency Dataset Bias ICCV 2025

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

Any2AnyTryon: Leveraging Adaptive Position Embeddings for Versatile Virtual Clothing Tasks ICCV 2025

A Layer Selection Approach to Test Time Adaptation AAAI 2025

CHARM3R: Towards Unseen Camera Height Robust Monocular 3D Detector ICCV 2025

Gradient-Guided Annealing for Domain Generalization CVPR 2025

Low-Biased General Annotated Dataset Generation CVPR 2025

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

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

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

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

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

Unlocking Generalization Power in LiDAR Point Cloud Registration CVPR 2025

Captions Speak Louder than Images: Generalizing Foundation Models for E-commerce from High-quality Multimodal Instruction Data IJCNLP 2025

ReMix: Training Generalized Person Re-Identification on a Mixture of Data WACV 2025

SAM-Mamba: Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp Segmentation WACV 2025