Domain Adaptation

SwitchTab: Switched Autoencoders Are Effective Tabular Learners AAAI 2024 Synergizing Contrastive Learning and Optimal Transport for 3D Point Cloud Domain Adaptation WACV 2024 SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery NeurIPS 2024 Table Question Answering for Low-resourced Indic Languages EMNLP 2024 TabLog: Test-Time Adaptation for Tabular Data Using Logic Rules ICML 2024 Tabular Insights, Visual Impacts: Transferring Expertise from Tables to Images ICML 2024 Tackling Uncertain Correspondences for Multi-Modal Entity Alignment NeurIPS 2024 Tag-grounded Visual Instruction Tuning with Retrieval Augmentation EMNLP 2024 TAIA: Large Language Models are Out-of-Distribution Data Learners NeurIPS 2024 Tailoring Vaccine Messaging with Common-Ground Opinions NAACL 2024 Taming Cross-Domain Representation Variance in Federated Prototype Learning with Heterogeneous Data Domains NeurIPS 2024 Taming the Tail in Class-Conditional GANs: Knowledge Sharing via Unconditional Training at Lower Resolutions CVPR 2024 TAMM: TriAdapter Multi-Modal Learning for 3D Shape Understanding CVPR 2024 Target-Adaptive Consistency Enhanced Prompt-Tuning for Multi-Domain Stance Detection COLING 2024 Target and task specific source-free domain adaptive image segmentation MIDL 2024 Target-Free Domain Adaptation through Cross-Adaptation (Student Abstract) AAAI 2024 Task Arithmetic can Mitigate Synthetic-to-Real Gap in Automatic Speech Recognition EMNLP 2024 Task-Customized Mixture of Adapters for General Image Fusion CVPR 2024 Task Groupings Regularization: Data-Free Meta-Learning with Heterogeneous Pre-trained Models ICML 2024 Task Oriented In-Domain Data Augmentation EMNLP 2024 tasksource: A Large Collection of NLP tasks with a Structured Dataset Preprocessing Framework COLING 2024 TCP:Textual-based Class-aware Prompt tuning for Visual-Language Model CVPR 2024 TDeLTA: A Light-Weight and Robust Table Detection Method Based on Learning Text Arrangement AAAI 2024 TEA: Test-time Energy Adaptation CVPR 2024 TelBench: A Benchmark for Evaluating Telco-Specific Large Language Models EMNLP 2024