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

Domain-aware Category-level Geometry Learning Segmentation for 3D Point Clouds ICCV 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

C2P-CLIP: Injecting Category Common Prompt in CLIP to Enhance Generalization in Deepfake Detection AAAI 2025

Mining In-distribution Attributes in Outliers for Out-of-distribution Detection AAAI 2025

The Parables of the Mustard Seed and the Yeast: Extremely Low-Budget, High-Performance Nighttime Semantic Segmentation AAAI 2025

DDB: Diffusion Driven Balancing to Address Spurious Correlations ICCV 2025

RobuSTereo: Robust Zero-Shot Stereo Matching under Adverse Weather ICCV 2025

Adversarial Reconstruction Feedback for Robust Fine-grained Generalization ICCV 2025

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

DeepShield: Fortifying Deepfake Video Detection with Local and Global Forgery Analysis ICCV 2025

Bridging the Gap Between Ideal and Real-world Evaluation: Benchmarking AI-Generated Image Detection in Challenging Scenarios ICCV 2025

Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning CVPR 2025

NightAdapter: Learning a Frequency Adapter for Generalizable Night-time Scene Segmentation CVPR 2025

PVTNL: Prompting Vision Transformers with Natural Language for Generalizable Person Re-identification EMNLP 2025

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

The Devil is in Fine-tuning and Long-tailed Problems: A New Benchmark for Scene Text Detection IJCAI 2025

UniDemoiré: Towards Universal Image Demoiréing with Data Generation and Synthesis AAAI 2025

M-RangeDetector: Enhancing Generalization in Machine-Generated Text Detection through Multi-Range Attention Masks ACL 2025

Dual-Agent Optimization framework for Cross-Domain Few-Shot Segmentation CVPR 2025

No Thing, Nothing: Highlighting Safety-Critical Classes for Robust LiDAR Semantic Segmentation in Adverse Weather CVPR 2025

Unified Domain Generalization and Adaptation for Multi-View 3D Object Detection NIPS 2024

Generalizing to Unseen Domains in Diabetic Retinopathy Classification WACV 2024