Transfer Learning

Long-Tail Learning with Foundation Model: Heavy Fine-Tuning Hurts ICML 2024 LookHere: Vision Transformers with Directed Attention Generalize and Extrapolate NeurIPS 2024 Looking within the self: Investigating the Impact of Data Augmentation with Self-training on Automatic Speech Recognition for Hupa EACL 2024 LoRA-GA: Low-Rank Adaptation with Gradient Approximation NeurIPS 2024 LoRA Training in the NTK Regime has No Spurious Local Minima ICML 2024 LoTLIP: Improving Language-Image Pre-training for Long Text Understanding NeurIPS 2024 Low-Res Leads the Way: Improving Generalization for Super-Resolution by Self-Supervised Learning CVPR 2024 Low-Resource Vision Challenges for Foundation Models CVPR 2024 Lumen: Unleashing Versatile Vision-Centric Capabilities of Large Multimodal Models NeurIPS 2024 M2SA: Multimodal and Multilingual Model for Sentiment Analysis of Tweets COLING 2024 Machine Translation Through Cultural Texts: Can Verses and Prose Help Low-Resource Indigenous Models? ACL 2024 Machine Vision Therapy: Multimodal Large Language Models Can Enhance Visual Robustness via Denoising In-Context Learning ICML 2024 MaCmS: Magahi Code-mixed Dataset for Sentiment Analysis COLING 2024 MACP: Efficient Model Adaptation for Cooperative Perception WACV 2024 Major Entity Identification: A Generalizable Alternative to Coreference Resolution EMNLP 2024 MAmmoTH2: Scaling Instructions from the Web NeurIPS 2024 Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models ACL 2024 Mastering Robot Manipulation with Multimodal Prompts through Pretraining and Multi-task Fine-tuning ICML 2024 MatchDet: A Collaborative Framework for Image Matching and Object Detection AAAI 2024 Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models EMNLP 2024 MCL-NER: Cross-Lingual Named Entity Recognition via Multi-View Contrastive Learning AAAI 2024 Measuring Task Similarity and Its Implication in Fine-Tuning Graph Neural Networks AAAI 2024 MediTab: Scaling Medical Tabular Data Predictors via Data Consolidation, Enrichment, and Refinement IJCAI 2024 mEdIT: Multilingual Text Editing via Instruction Tuning NAACL 2024 MELoRA: Mini-Ensemble Low-Rank Adapters for Parameter-Efficient Fine-Tuning ACL 2024