Domain Adaptation

MLBMIKABR at “Discharge Me!”: Concept Based Clinical Text Description Generation ACL 2024 MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation AAAI 2024 MmCows: A Multimodal Dataset for Dairy Cattle Monitoring NeurIPS 2024 MMSite: A Multi-modal Framework for the Identification of Active Sites in Proteins NeurIPS 2024 MoCCA: A Model of Comparative Concepts for Aligning Constructicons COLING 2024 Modalities Should Be Appropriately Leveraged: Uncertainty Guidance for Multimodal Chinese Spelling Correction COLING 2024 Modality-Collaborative Test-Time Adaptation for Action Recognition CVPR 2024 Modality Translation for Object Detection Adaptation without forgetting prior knowledge ECCV 2024 Model Assessment and Selection under Temporal Distribution Shift ICML 2024 Model-based Preference Optimization in Abstractive Summarization without Human Feedback EMNLP 2024 Model Editing by Standard Fine-Tuning ACL 2024 Modeling Aspect Sentiment Coherency via Local Sentiment Aggregation EACL 2024 Modeling Collaborator: Enabling Subjective Vision Classification With Minimal Human Effort via LLM Tool-Use CVPR 2024 Modeling Stereo-Confidence out of the End-to-End Stereo-Matching Network via Disparity Plane Sweep AAAI 2024 Modeling Uncertainty and Using Post-fusion as Fallback Improves Retrieval Augmented Generation with LLMs ACL 2024 Model Reprogramming: Resource-Efficient Cross-Domain Machine Learning AAAI 2024 MOHO: Learning Single-view Hand-held Object Reconstruction with Multi-view Occlusion-Aware Supervision CVPR 2024 MOKD: Cross-domain Finetuning for Few-shot Classification via Maximizing Optimized Kernel Dependence ICML 2024 MolTailor: Tailoring Chemical Molecular Representation to Specific Tasks via Text Prompts AAAI 2024 Monotonic Risk Relationships under Distribution Shifts for Regularized Risk Minimization JMLR 2024 MoP-CLIP: A Mixture of Prompt-Tuned CLIP Models for Domain Incremental Learning WACV 2024 More Flexible PAC-Bayesian Meta-Learning by Learning Learning Algorithms ICML 2024 More is Better: Deep Domain Adaptation with Multiple Sources IJCAI 2024 More Than Catastrophic Forgetting: Integrating General Capabilities For Domain-Specific LLMs EMNLP 2024 Morphological Synthesizer for Ge’ez Language: Addressing Morphological Complexity and Resource Limitations COLING 2024