Domain Adaptation

Reference-guided Style-Consistent Content Transfer COLING 2024 Refining and Synthesis: A Simple yet Effective Data Augmentation Framework for Cross-Domain Aspect-based Sentiment Analysis ACL 2024 Refining Latent Homophilic Structures over Heterophilic Graphs for Robust Graph Convolution Networks AAAI 2024 ReFIR: Grounding Large Restoration Models with Retrieval Augmentation NeurIPS 2024 Reformulating Domain Adaptation of Large Language Models as Adapt-Retrieve-Revise: A Case Study on Chinese Legal Domain ACL 2024 Reinforced Cross-Domain Knowledge Distillation on Time Series Data NeurIPS 2024 Reinforcement Learning from Answer Reranking Feedback for Retrieval-Augmented Answer Generation Interspeech 2024 ReKep: Spatio-Temporal Reasoning of Relational Keypoint Constraints for Robotic Manipulation CoRL 2024 Relation between Cross-Genre and Cross-Topic Transfer in Dependency Parsing COLING 2024 Relation Rectification in Diffusion Model CVPR 2024 Relevance-aware Diverse Query Generation for Out-of-domain Text Ranking ACL 2024 Relevance Is a Guiding Light: Relevance-aware Adaptive Learning for End-to-end Task-oriented Dialogue System EMNLP 2024 ReMix: Optimizing Data Mixtures for Large Scale Imitation Learning CoRL 2024 Removing Biases from Molecular Representations via Information Maximization ICLR 2024 Renovating Names in Open-Vocabulary Segmentation Benchmarks NeurIPS 2024 Replace, Paraphrase or Fine-tune? Evaluating Automatic Simplification for Medical Texts in Spanish COLING 2024 Representation Alignment and Adversarial Networks for Cross-lingual Dependency Parsing EMNLP 2024 Repurposing Language Models into Embedding Models: Finding the Compute-Optimal Recipe NeurIPS 2024 Reshaping the Online Data Buffering and Organizing Mechanism for Continual Test-Time Adaptation ECCV 2024 ReSimAD: Zero-Shot 3D Domain Transfer for Autonomous Driving with Source Reconstruction and Target Simulation ICLR 2024 Resource-Aware Federated Self-Supervised Learning with Global Class Representations NeurIPS 2024 Response Enhanced Semi-supervised Dialogue Query Generation AAAI 2024 ReTaSA: A Nonparametric Functional Estimation Approach for Addressing Continuous Target Shift ICLR 2024 Rethinking Correlation Learning via Label Prior for Open Set Domain Adaptation IJCAI 2024 Rethinking Misalignment in Vision-Language Model Adaptation from a Causal Perspective NeurIPS 2024