Transfer Learning

Parameter Efficient Fine-tuning via Cross Block Orchestration for Segment Anything Model CVPR 2024 PEMT: Multi-Task Correlation Guided Mixture-of-Experts Enables Parameter-Efficient Transfer Learning ACL 2024 Personalized Adapter for Large Meteorology Model on Devices: Towards Weather Foundation Models NeurIPS 2024 Personalized Pieces: Efficient Personalized Large Language Models through Collaborative Efforts EMNLP 2024 PIN: Positional Insert Unlocks Object Localisation Abilities in VLMs CVPR 2024 p-Laplacian Adaptation for Generative Pre-trained Vision-Language Models AAAI 2024 Point-PEFT: Parameter-Efficient Fine-Tuning for 3D Pre-trained Models AAAI 2024 PPEA-Depth: Progressive Parameter-Efficient Adaptation for Self-Supervised Monocular Depth Estimation AAAI 2024 PreAlign: Boosting Cross-Lingual Transfer by Early Establishment of Multilingual Alignment EMNLP 2024 Pre-training Differentially Private Models with Limited Public Data NeurIPS 2024 PRISM: A New Lens for Improved Color Understanding EMNLP 2024 Probing the Depths of Language Models’ Contact-Center Knowledge for Quality Assurance EMNLP 2024 ProConSuL: Project Context for Code Summarization with LLMs EMNLP 2024 Prompt-Based Distribution Alignment for Unsupervised Domain Adaptation AAAI 2024 Prompt-Driven Dynamic Object-Centric Learning for Single Domain Generalization CVPR 2024 Prompt-Driven Referring Image Segmentation with Instance Contrasting CVPR 2024 Prompt Learning via Meta-Regularization CVPR 2024 Prompt Tuning Strikes Back: Customizing Foundation Models with Low-Rank Prompt Adaptation NeurIPS 2024 READ-PVLA: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling AAAI 2024 Realistic Unsupervised CLIP Fine-tuning with Universal Entropy Optimization ICML 2024 ReBERT at HSD-2Lang 2024: Fine-Tuning BERT with AdamW for Hate Speech Detection in Arabic and Turkish EACL 2024 Recovering Complete Actions for Cross-dataset Skeleton Action Recognition NeurIPS 2024 Recovering document annotations for sentence-level bitext ACL 2024 Reducing Item Discrepancy via Differentially Private Robust Embedding Alignment for Privacy-Preserving Cross Domain Recommendation ICML 2024 ReFT: Representation Finetuning for Language Models NeurIPS 2024