Domain Adaptation

BayesPrompt: Prompting Large-Scale Pre-Trained Language Models on Few-shot Inference via Debiased Domain Abstraction ICLR 2024 BBox-Adapter: Lightweight Adapting for Black-Box Large Language Models ICML 2024 BDA at SemEval-2024 Task 4: Detection of Persuasion in Memes Across Languages with Ensemble Learning and External Knowledge SemEval 2024 BECoTTA: Input-dependent Online Blending of Experts for Continual Test-time Adaptation ICML 2024 Benchmarking and Building Long-Context Retrieval Models with LoCo and M2-BERT ICML 2024 Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex. NeurIPS 2024 Benchmarking Retrieval-Augmented Generation for Medicine ACL 2024 Beyond Average: Individualized Visual Scanpath Prediction CVPR 2024 Beyond Borders: Investigating Cross-Jurisdiction Transfer in Legal Case Summarization NAACL 2024 Beyond Embeddings: The Promise of Visual Table in Visual Reasoning EMNLP 2024 Beyond OOD State Actions: Supported Cross-Domain Offline Reinforcement Learning AAAI 2024 Beyond Prompt Learning: Continual Adapter for Efficient Rehearsal-Free Continual Learning ECCV 2024 Beyond Read-Only: Crafting a Comprehensive Chinese Text-to-SQL Dataset for Database Manipulation and Query NAACL 2024 Beyond Structured Attributes: Image-Based Predictive Trends for Chest X-Ray Classification MIDL 2024 Beyond the Federation: Topology-aware Federated Learning for Generalization to Unseen Clients ICML 2024 Beyond Traditional Benchmarks: Analyzing Behaviors of Open LLMs on Data-to-Text Generation ACL 2024 BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence ACL 2024 Bi-directional Adapter for Multimodal Tracking AAAI 2024 BioLay_AK_SS at BioLaySumm: Domain Adaptation by Two-Stage Fine-Tuning of Large Language Models used for Biomedical Lay Summary Generation ACL 2024 Biomedical Knowledge Graph Embedding with Householder Projection (Student Abstract) AAAI 2024 BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains ACL 2024 Blessings and Curses of Covariate Shifts: Adversarial Learning Dynamics, Directional Convergence, and Equilibria JMLR 2024 Blur2Blur: Blur Conversion for Unsupervised Image Deblurring on Unknown Domains CVPR 2024 BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers EMNLP 2024 BoostAdapter: Improving Vision-Language Test-Time Adaptation via Regional Bootstrapping NeurIPS 2024