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Domain Generalization

1760 directly classified papers

Papers per year

Papers

Is Your (Reasoning) Multimodal Language Model Vulnerable Toward Distractions? AAAI 2026
MGT-Prism: Enhancing Domain Generalization for Machine-Generated Text Detection via Spectral Alignment AAAI 2026
ResProto-FD: Visual-Language Residual Prototype Sets for Generalized Face Forgery Detection AAAI 2026
Do We Need Perfect Data? Leveraging Noise for Domain Generalized Segmentation AAAI 2026
BeyondSparse: Facilitating Mamba to Enhance Cross-Domain 3D Semantic Segmentation in Adverse Weather AAAI 2026
FedARKS: Federated Aggregation via Robust and Discriminative Knowledge Selection and Integration for Person Re-identification AAAI 2026
Unified Interaction Consistency Learning for Single-Source Domain-Generalized Object Detection in Urban Scene AAAI 2026
Causal-Tune: Mining Causal Factors from Vision Foundation Models for Domain Generalized Semantic Segmentation AAAI 2026
Causal Decoupling Domain Generalization for Remote Sensing Change Detection AAAI 2026
Federated Domain Generalization with Domain-specific Soft Prompts Generation ICCV 2025
CasP: Improving Semi-Dense Feature Matching Pipeline Leveraging Cascaded Correspondence Priors for Guidance ICCV 2025
Activation Subspaces for Out-of-Distribution Detection ICCV 2025
Domain-aware Category-level Geometry Learning Segmentation for 3D Point Clouds ICCV 2025
Stronger, Steadier & Superior: Geometric Consistency in Depth VFM Forges Domain Generalized Semantic Segmentation ICCV 2025
DeepShield: Fortifying Deepfake Video Detection with Local and Global Forgery Analysis ICCV 2025
Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training ICCV 2025
COSTARR: Consolidated Open Set Technique with Attenuation for Robust Recognition ICCV 2025
Enpowering Your Pansharpening Models with Generalizability: Unified Distribution is All You Need ICCV 2025
DIMCIM: A Quantitative Evaluation Framework for Default-mode Diversity and Generalization in Text-to-Image Generative Models ICCV 2025
Customizing Domain Adapters for Domain Generalization ICCV 2025
Not all Views are Created Equal: Analyzing Viewpoint Instabilities in Vision Foundation Models ICCV 2025
Bias in Gender Bias Benchmarks: How Spurious Features Distort Evaluation ICCV 2025
DADM: Dual Alignment of Domain and Modality for Face Anti-spoofing ICCV 2025
Bridging the Gap Between Ideal and Real-world Evaluation: Benchmarking AI-Generated Image Detection in Challenging Scenarios ICCV 2025
CoSMIC: Continual Self-supervised Learning for Multi-Domain Medical Imaging via Conditional Mutual Information Maximization ICCV 2025