← Application Areas
Machine Learning › Application Areas ›

Domain Generalization

1760 directly classified papers

Papers per year

Papers

Unlocking Better Closed-Set Alignment Based on Neural Collapse for Open-Set Recognition AAAI 2025
On the Importance of Dual-Space Augmentation for Domain Generalized Object Detection WACV 2025
Hierarchical Mixture of Experts: Generalizable Learning for High-Level Synthesis AAAI 2025
Improving Accuracy and Generalization for Efficient Visual Tracking WACV 2025
ReMix: Training Generalized Person Re-Identification on a Mixture of Data WACV 2025
Text-to-Image Synthesis for Domain Generalization in Face Anti-Spoofing WACV 2025
MENTOR: Human Perception-Guided Pretraining for Increased Generalization WACV 2025
Generalizable Single-Source Cross-Modality Medical Image Segmentation via Invariant Causal Mechanisms WACV 2025
Bidirectional Multi-Step Domain Generalization for Visible-Infrared Person Re-Identification WACV 2025
GARF: Learning Generalizable 3D Reassembly for Real-World Fractures ICCV 2025
ConDiSR: Contrastive Disentanglement and Style Regularization for Single Domain Generalizatio WACV 2025
FDS: Feedback-Guided Domain Synthesis with Multi-Source Conditional Diffusion Models for Domain Generalization WACV 2025
What's in a Latent? Leveraging Diffusion Latent Space for Domain Generalization ICCV 2025
Exploiting Domain Properties in Language-Driven Domain Generalization for Semantic Segmentation ICCV 2025
Gait-X: Exploring X modality for Generalized Gait Recognition ICCV 2025
Towards a Universal 3D Medical Multi-modality Generalization via Learning Personalized Invariant Representation ICCV 2025
ConstStyle: Robust Domain Generalization with Unified Style Transformation ICCV 2025
Split-and-Combine: Enhancing Style Augmentation for Single Domain Generalization ICCV 2025
Exploring Probabilistic Modeling Beyond Domain Generalization for Semantic Segmentation ICCV 2025
Learning Robust Stereo Matching in the Wild with Selective Mixture-of-Experts ICCV 2025
Challenges for AI in Multimodal STEM Assessments: a Human-AI Comparison ACL 2025
Language Models are Universal Embedders ACL 2025
IMOL: Incomplete-Modality-Tolerant Learning for Multi-Domain Fake News Video Detection ACL 2025
SUB: Benchmarking CBM Generalization via Synthetic Attribute Substitutions ICCV 2025
Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training ICCV 2025