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Domain Generalization

1760 directly classified papers

Papers per year

Papers

Subgraph Aggregation for Out-of-Distribution Generalization on Graphs AAAI 2025
DADM: Dual Alignment of Domain and Modality for Face Anti-spoofing ICCV 2025
Unlocking Better Closed-Set Alignment Based on Neural Collapse for Open-Set Recognition AAAI 2025
FDS: Feedback-Guided Domain Synthesis with Multi-Source Conditional Diffusion Models for Domain Generalization WACV 2025
On the Importance of Dual-Space Augmentation for Domain Generalized Object Detection WACV 2025
GARF: Learning Generalizable 3D Reassembly for Real-World Fractures ICCV 2025
Open-Unfairness Adversarial Mitigation for Generalized Deepfake Detection ICCV 2025
Bidirectional Multi-Step Domain Generalization for Visible-Infrared Person Re-Identification WACV 2025
PointDGMamba: Domain Generalization of Point Cloud Classification via Generalized State Space Model AAAI 2025
Out-of-Distribution Generalization on Graphs via Progressive Inference AAAI 2025
Expand Horizon: Graph Out-of-Distribution Generalization via Multi-Level Environment Inference AAAI 2025
ConDiSR: Contrastive Disentanglement and Style Regularization for Single Domain Generalizatio WACV 2025
Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training ICCV 2025
Activation Subspaces for Out-of-Distribution Detection ICCV 2025
SUB: Benchmarking CBM Generalization via Synthetic Attribute Substitutions ICCV 2025
TRACI: A Data-centric Approach for Multi-Domain Generalization on Graphs AAAI 2025
Adversarial Data Augmentation for Single Domain Generalization via Lyapunov Exponent-Guided Optimization ICCV 2025
Federated Domain Generalization with Domain-specific Soft Prompts Generation ICCV 2025
Extending Foundational Monocular Depth Estimators to Fisheye Cameras with Calibration Tokens ICCV 2025
MENTOR: Human Perception-Guided Pretraining for Increased Generalization WACV 2025
Domain-aware Category-level Geometry Learning Segmentation for 3D Point Clouds ICCV 2025
Beyond Accuracy: Revisiting Out-of-Distribution Generalization in NLI Models CONLL 2025
DeepShield: Fortifying Deepfake Video Detection with Local and Global Forgery Analysis ICCV 2025
From In-Distribution to Out-of-Distribution: Joint Loss for Improving Generalization in Software Mention and Relation Extraction ACL 2025
Towards Robust ESG Analysis Against Greenwashing Risks: Aspect-Action Analysis with Cross-Category Generalization ACL 2025