Transfer Learning

Mini but Mighty: Finetuning ViTs With Mini Adapters WACV 2024 Minimum-Norm Interpolation Under Covariate Shift ICML 2024 Mitigate Negative Transfer with Similarity Heuristic Lifelong Prompt Tuning ACL 2024 Mitigating Catastrophic Forgetting in Language Transfer via Model Merging EMNLP 2024 Mitigating the Linguistic Gap with Phonemic Representations for Robust Cross-lingual Transfer EMNLP 2024 Mixture-of-LoRAs: An Efficient Multitask Tuning Method for Large Language Models COLING 2024 Mixture of Scales: Memory-Efficient Token-Adaptive Binarization for Large Language Models NeurIPS 2024 Mixtures of Experts for Audio-Visual Learning NeurIPS 2024 MLRegTest: A Benchmark for the Machine Learning of Regular Languages JMLR 2024 MLT-DR: Multi-Lingual/Task Demonstration RetrievalAn Attempt towards Generalized Retriever for In-Context Learning EMNLP 2024 MMA: Multi-Modal Adapter for Vision-Language Models CVPR 2024 MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations NeurIPS 2024 MMUTF: Multimodal Multimedia Event Argument Extraction with Unified Template Filling EMNLP 2024 MMVP: A Multimodal MoCap Dataset with Vision and Pressure Sensors CVPR 2024 MobileCLIP: Fast Image-Text Models through Multi-Modal Reinforced Training CVPR 2024 Mobility-LLM: Learning Visiting Intentions and Travel Preference from Human Mobility Data with Large Language Models NeurIPS 2024 MoCoKGC: Momentum Contrast Entity Encoding for Knowledge Graph Completion EMNLP 2024 MoDE-CoTD: Chain-of-Thought Distillation for Complex Reasoning Tasks with Mixture of Decoupled LoRA-Experts COLING 2024 Model Adaptation for Time Constrained Embodied Control CVPR 2024 Model-Based Transfer Learning for Contextual Reinforcement Learning NeurIPS 2024 Modeling Nonnative Sentence Processing with L2 Language Models EMNLP 2024 Model Inversion Robustness: Can Transfer Learning Help? CVPR 2024 Model Reprogramming: Resource-Efficient Cross-Domain Machine Learning AAAI 2024 MoE Jetpack: From Dense Checkpoints to Adaptive Mixture of Experts for Vision Tasks NeurIPS 2024 Molecular Data Programming: Towards Molecule Pseudo-labeling with Systematic Weak Supervision CVPR 2024