Domain Adaptation

Rethinking Out-of-Distribution Detection on Imbalanced Data Distribution NeurIPS 2024 Rethinking Propagation for Unsupervised Graph Domain Adaptation AAAI 2024 Rethinking Specificity in SBDD: Leveraging Delta Score and Energy-Guided Diffusion ICML 2024 Rethinking the Evaluation of Out-of-Distribution Detection: A Sorites Paradox NeurIPS 2024 Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective NeurIPS 2024 Retrieval Across Any Domains via Large-scale Pre-trained Model ICML 2024 Retrieval-Augmented Modular Prompt Tuning for Low-Resource Data-to-Text Generation COLING 2024 Retrieval-enriched zero-shot image classification in low-resource domains EMNLP 2024 Retrieval Helps or Hurts? A Deeper Dive into the Efficacy of Retrieval Augmentation to Language Models NAACL 2024 Retrieved Sequence Augmentation for Protein Representation Learning EMNLP 2024 Retrieve, Generate, Evaluate: A Case Study for Medical Paraphrases Generation with Small Language Models ACL 2024 Reuse Your Rewards: Reward Model Transfer for Zero-Shot Cross-Lingual Alignment EMNLP 2024 Revealing Distribution Discrepancy by Sampling Transfer in Unlabeled Data NeurIPS 2024 Reviewing the Forgotten Classes for Domain Adaptation of Black-Box Predictors AAAI 2024 Revisiting, Benchmarking and Understanding Unsupervised Graph Domain Adaptation NeurIPS 2024 Revisiting Context Aggregation for Image Matting ICML 2024 Revisiting the Domain Shift and Sample Uncertainty in Multi-source Active Domain Transfer CVPR 2024 Revisiting the Power of Prompt for Visual Tuning ICML 2024 Revitalizing Real Image Deraining via a Generic Paradigm towards Multiple Rainy Patterns IJCAI 2024 Revolutionizing Education through AI-Powered Inclusive Learning Systems AAAI 2024 RIR-in-a-Box: Estimating Room Acoustics from 3D Mesh Data through Shoebox Approximation Interspeech 2024 RLHF Can Speak Many Languages: Unlocking Multilingual Preference Optimization for LLMs EMNLP 2024 RMIB: Representation Matching Information Bottleneck for Matching Text Representations ICML 2024 Robust ASR Error Correction with Conservative Data Filtering EMNLP 2024 Robust Category-Level 3D Pose Estimation From Diffusion-Enhanced Synthetic Data WACV 2024