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Domain Generalization

55 papers

Papers per year

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Papers

CO-EVO: Co-evolving Semantic Anchoring and Style Diversification for Federated DG-ReID ACL 2026
Style Content Decomposition-based Data Augmentation for Domain Generalizable Medical Image Segmentation MIDL 2026
Quantifying and Mitigating Hospital Domain Bias in Pathology Foundation Models using Adversarial Feature Disentanglement MIDL 2026
CrossPan: A Comprehensive Benchmark for Cross-Sequence Pancreas MRI Segmentation and Generalization MIDL 2026
Learning Fine-grained Domain Generalization via Hyperbolic State Space Hallucination AAAI 2025
DGFamba: Learning Flow Factorized State Space for Visual Domain Generalization AAAI 2025
PointDGMamba: Domain Generalization of Point Cloud Classification via Generalized State Space Model AAAI 2025
Expand Horizon: Graph Out-of-Distribution Generalization via Multi-Level Environment Inference AAAI 2025
OSLoPrompt: Bridging Low-Supervision Challenges and Open-Set Domain Generalization in CLIP CVPR 2025
Data-Agnostic Augmentations for Unknown Variations: Out-of-Distribution Generalisation in MRI Segmentation MIDL 2025
START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation NIPS 2024
Learning Generalized Segmentation for Foggy-Scenes by Bi-directional Wavelet Guidance AAAI 2024
Learning Generalized Medical Image Segmentation from Decoupled Feature Queries AAAI 2024
Learning Content-Enhanced Mask Transformer for Domain Generalized Urban-Scene Segmentation AAAI 2024
Object-Aware Domain Generalization for Object Detection AAAI 2024
MRFP: Learning Generalizable Semantic Segmentation from Sim-2-Real with Multi-Resolution Feature Perturbation CVPR 2024
Collaborating Foundation Models for Domain Generalized Semantic Segmentation CVPR 2024
Prompt-Driven Dynamic Object-Centric Learning for Single Domain Generalization CVPR 2024
Domain-General Crowd Counting in Unseen Scenarios AAAI 2023
Generalizing Multiple Object Tracking to Unseen Domains by Introducing Natural Language Representation AAAI 2023
Domain Aligned Prefix Averaging for Domain Generalization in Abstractive Summarization ACL 2023
G-Tuning: Improving Generalization of Pre-trained Language Models with Generative Adversarial Network ACL 2023
Domain Generalization via Switch Knowledge Distillation for Robust Review Representation ACL 2023
Domain Generalized Stereo Matching via Hierarchical Visual Transformation CVPR 2023
Instance-Aware Domain Generalization for Face Anti-Spoofing CVPR 2023