Transfer Learning

Understanding the Transferability of Representations via Task-Relatedness NeurIPS 2024 Understanding Transferable Representation Learning and Zero-shot Transfer in CLIP ICLR 2024 UniAdapter: Unified Parameter-Efficient Transfer Learning for Cross-modal Modeling ICLR 2024 UniBridge: A Unified Approach to Cross-Lingual Transfer Learning for Low-Resource Languages ACL 2024 UniCell: Universal Cell Nucleus Classification via Prompt Learning AAAI 2024 Unified Language-driven Zero-shot Domain Adaptation CVPR 2024 Unified Training of Universal Time Series Forecasting Transformers ICML 2024 Unified Transfer Learning in High-Dimensional Linear Regression AISTATS 2024 Unified Unsupervised Salient Object Detection via Knowledge Transfer IJCAI 2024 UniGarmentManip: A Unified Framework for Category-Level Garment Manipulation via Dense Visual Correspondence CVPR 2024 UniMTS: Unified Pre-training for Motion Time Series NeurIPS 2024 UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt COLING 2024 UniPSDA: Unsupervised Pseudo Semantic Data Augmentation for Zero-Shot Cross-Lingual Natural Language Understanding COLING 2024 UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and Memory CVPR 2024 Unity in Diversity: Collaborative Pre-training Across Multimodal Medical Sources ACL 2024 Universality in Transfer Learning for Linear Models NeurIPS 2024 Unknown Prompt the only Lacuna: Unveiling CLIP's Potential for Open Domain Generalization CVPR 2024 Unknown Script: Impact of Script on Cross-Lingual Transfer NAACL 2024 Unleashing the Power of Meta-tuning for Few-shot Generalization Through Sparse Interpolated Experts ICML 2024 Unlocking Emergent Modularity in Large Language Models NAACL 2024 Unlocking Parameter-Efficient Fine-Tuning for Low-Resource Language Translation NAACL 2024 Unlocking the Potential of Global Human Expertise NeurIPS 2024 Unlocking the Potential of Model Merging for Low-Resource Languages EMNLP 2024 Un-Mixing Test-Time Normalization Statistics: Combatting Label Temporal Correlation ICLR 2024 Unsupervised Cross-Domain Image Retrieval via Prototypical Optimal Transport AAAI 2024