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Domain Generalization

1760 directly classified papers

Papers per year

Papers

TRACI: A Data-centric Approach for Multi-Domain Generalization on Graphs AAAI 2025
Expand Horizon: Graph Out-of-Distribution Generalization via Multi-Level Environment Inference AAAI 2025
All Roads Lead to Rome: Exploring Edge Distribution Shifts for Heterophilic Graph Learning IJCAI 2025
Overcoming both Domain Shift and Label Shift for Referring Video Segmentation NAACL 2025
Out-of-Distribution Generalization on Graphs via Progressive Inference AAAI 2025
PointDGMamba: Domain Generalization of Point Cloud Classification via Generalized State Space Model AAAI 2025
DeepShield: Fortifying Deepfake Video Detection with Local and Global Forgery Analysis ICCV 2025
A Bias-Free Training Paradigm for More General AI-generated Image Detection CVPR 2025
FakeDiffer: Distributional Disparity Learning on Differentiated Reconstruction for Face Forgery Detection AAAI 2025
Enhancing Low-Light Images: A Synthetic Data Perspective on Practical and Generalizable Solutions AAAI 2025
SpectralGap: Graph-Level Out-of-Distribution Detection via Laplacian Eigenvalue Gaps IJCAI 2025
Text-to-Image Synthesis for Domain Generalization in Face Anti-Spoofing WACV 2025
Standing on the Shoulders of Giants: Reprogramming Visual-Language Model for General Deepfake Detection AAAI 2025
DGFamba: Learning Flow Factorized State Space for Visual Domain Generalization AAAI 2025
FTFT: Efficient and Robust Fine-Tuning by Transferring Training Dynamics COLING 2025
Domain-Guided Weight Modulation for Semi-Supervised Domain Generalization WACV 2025
Learning Fine-grained Domain Generalization via Hyperbolic State Space Hallucination AAAI 2025
Enhancing Generalizability in Molecular Conformation Generation with METRIZATION-Informed Geometric Diffusion Pretraining AAAI 2025
INTERCHART: Benchmarking Visual Reasoning Across Decomposed and Distributed Chart Information IJCNLP 2025
Federated Unsupervised Domain Generalization Using Global and Local Alignment of Gradients AAAI 2025
Open-Unfairness Adversarial Mitigation for Generalized Deepfake Detection ICCV 2025
Generalizing to Unseen Disaster Events: A Causal View IJCNLP 2025
Generating Complex Question Decompositions in the Face of Distribution Shifts NAACL 2025
Captions Speak Louder than Images: Generalizing Foundation Models for E-commerce from High-quality Multimodal Instruction Data IJCNLP 2025
SALAD: Improving Robustness and Generalization through Contrastive Learning with Structure-Aware and LLM-Driven Augmented Data NAACL 2025