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Domain Generalization

330 directly classified papers

Papers per year

Papers

Sharpness-Aware Model-Agnostic Long-Tailed Domain Generalization AAAI 2024
START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation NIPS 2024
Generalize or Detect? Towards Robust Semantic Segmentation Under Multiple Distribution Shifts NIPS 2024
UniDepth: Universal Monocular Metric Depth Estimation CVPR 2024
Domain Generalization with Vital Phase Augmentation AAAI 2024
Are nuclear masks all you need for improved out-of-domain generalisation? A closer look at cancer classification in histopathology NIPS 2024
Interpret Your Decision: Logical Reasoning Regularization for Generalization in Visual Classification NIPS 2024
Decompose-and-Compose: A Compositional Approach to Mitigating Spurious Correlation CVPR 2024
SuperVLAD: Compact and Robust Image Descriptors for Visual Place Recognition NIPS 2024
CLIPCEIL: Domain Generalization through CLIP via Channel rEfinement and Image-text aLignment NIPS 2024
Temporal Domain Generalization via Learning Instance-level Evolving Patterns IJCAI 2024
CFPL-FAS: Class Free Prompt Learning for Generalizable Face Anti-spoofing CVPR 2024
Concentrate Attention: Towards Domain-Generalizable Prompt Optimization for Language Models NIPS 2024
A synthetic data approach for domain generalization of NLI models ACL 2024
Towards Counterfactual Fairness-aware Domain Generalization in Changing Environments IJCAI 2024
Cross-Domain Feature Augmentation for Domain Generalization IJCAI 2024
LatentDR: Improving Model Generalization Through Sample-Aware Latent Degradation and Restoration WACV 2024
PoseIRM: Enhance 3D Human Pose Estimation on Unseen Camera Settings via Invariant Risk Minimization CVPR 2024
DiPrompT: Disentangled Prompt Tuning for Multiple Latent Domain Generalization in Federated Learning CVPR 2024
Learning Strategies for Robust Argument Mining: An Analysis of Variations in Language and Domain COLING 2024
Mixup-Induced Domain Extrapolation for Domain Generalization AAAI 2024
Lost Domain Generalization Is a Natural Consequence of Lack of Training Domains AAAI 2024
RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering EMNLP 2024
Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection CVPR 2024
G-NAS: Generalizable Neural Architecture Search for Single Domain Generalization Object Detection AAAI 2024