Domain Generalization

Pre-trained Model Guided Fine-Tuning for Zero-Shot Adversarial Robustness CVPR 2024 Principles from Clinical Research for NLP Model Generalization NAACL 2024 Prompt-Driven Dynamic Object-Centric Learning for Single Domain Generalization CVPR 2024 Prompt Learning via Meta-Regularization CVPR 2024 RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering EMNLP 2024 RAMP: Boosting Adversarial Robustness Against Multiple l_p Perturbations for Universal Robustness NeurIPS 2024 Randomized Adversarial Style Perturbations for Domain Generalization WACV 2024 ReadMe++: Benchmarking Multilingual Language Models for Multi-Domain Readability Assessment EMNLP 2024 Real-Fake: Effective Training Data Synthesis Through Distribution Matching ICLR 2024 Real-Time Anomaly Detection and Reactive Planning with Large Language Models RSS 2024 Recovering Complete Actions for Cross-dataset Skeleton Action Recognition NeurIPS 2024 Regularized Parameter Uncertainty for Improving Generalization in Reinforcement Learning CVPR 2024 ResAD: A Simple Framework for Class Generalizable Anomaly Detection NeurIPS 2024 Rethinking Generalizable Face Anti-spoofing via Hierarchical Prototype-guided Distribution Refinement in Hyperbolic Space CVPR 2024 Rethinking Multi-domain Generalization with A General Learning Objective CVPR 2024 Rethinking the Evaluation Protocol of Domain Generalization CVPR 2024 RetroOOD: Understanding Out-of-Distribution Generalization in Retrosynthesis Prediction AAAI 2024 RoboFusion: Towards Robust Multi-Modal 3D Object Detection via SAM IJCAI 2024 Robust Fine-tuning of Zero-shot Models via Variance Reduction NeurIPS 2024 Robust Learning via Conditional Prevalence Adjustment WACV 2024 Robust Synthetic-to-Real Transfer for Stereo Matching CVPR 2024 Rotation-Constrained Cross-View Feature Fusion for Multi-View Appearance-Based Gaze Estimation WACV 2024 Scalable and Domain-General Abstractive Proposition Segmentation EMNLP 2024 Scaling physics-informed hard constraints with mixture-of-experts ICLR 2024 SCOREQ: Speech Quality Assessment with Contrastive Regression NeurIPS 2024