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domain generalization

1,679 papers

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DG

Co-occurring keywords · papers mentioning both

domain adaptation (259) distribution shift (160) transfer learning (154) representation learning (136) out-of-distribution generalization (132) data augmentation (108) semantic segmentation (96) vision-language model (87) zero-shot learning (78) few-shot learning (76)

Papers

Towards Multimodal Domain Generalization with Few Labels CVPR 2026 Towards Offline Imitation Learning: Strictly Batch Settings, Generalization, and Variability in Expertise AAAI 2026 Towards Privacy-Protected Generalized Gaze Estimation Using Diffusion Models and Domain Stability Adaptation Framework AAAI 2026 Towards Robust, Reliable, and Generalized Medical AI AAAI 2026 Towards Universal Computational Aberration Correction in Photographic Cameras: A Comprehensive Benchmark Analysis CVPR 2026 Transferring Causal Driving Patterns for Generalizable Traffic Simulation with Diffusion-Based Distillation AAAI 2026 Unified Alignment Protocol: Making Sense of the Unlabeled Data in New Domains WACV 2026 Unified Interaction Consistency Learning for Single-Source Domain-Generalized Object Detection in Urban Scene AAAI 2026 Unified Representation Causal Prompt Distillation for Re-Inference-Free Lifelong Person Re-Identification AAAI 2026 UniPercept: A Unified Diffusion Model for Generalizable Visual Perception CVPR 2026 Unveiling the Deficiencies of Pre-trained Text-and-Layout Models in Real-world Visually-rich Document Information Extraction EACL 2026 Visual Bridge: Universal Visual Perception Representations Generating AAAI 2026 XMAD-Bench: Cross-Domain Multilingual Audio Deepfake Benchmark EACL 2026 XSeg: A Large-scale X-ray Contraband Segmentation Benchmark For Real-World Security Screening CVPR 2026 Your Dissimilarities Define You: Complementary Learning Exploiting Class Diversities CVPR 2026 ZebraPose: Zebra Detection and Pose Estimation using only Synthetic Data WACV 2026 A Bias-Free Training Paradigm for More General AI-generated Image Detection CVPR 2025 AdaDCP: Learning an Adapter with Discrete Cosine Prior for Clear-to-Adverse Domain Generalization ICCV 2025 Adapting Vehicle Detectors for Aerial Imagery to Unseen Domains with Weak Supervision ICCV 2025 A Dataset for Semantic Segmentation in the Presence of Unknowns CVPR 2025 AdDriftBench: A Benchmark for Detecting Data Drift and Label Drift in Short Video Advertising EMNLP 2025 AdvDreamer Unveils: Are Vision-Language Models Truly Ready for Real-World 3D Variations? ICCV 2025 Adversarial Domain Prompt Tuning and Generation for Single Domain Generalization CVPR 2025 Adversarial Reconstruction Feedback for Robust Fine-grained Generalization ICCV 2025 A Layer Selection Approach to Test Time Adaptation AAAI 2025