Prefix-Tuning: Optimizing Continuous Prompts for Generation

1 January 2021

Xiang Lisa Li

Papers citing "Prefix-Tuning: Optimizing Continuous Prompts for Generation"

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Title
Prompt-Tuning SAM: From Generalist to Specialist with only 2048 Parameters and 16 Training Images Tristan Piater Björn Barz Alexander Freytag VLM MedIm 67 0 0 23 Apr 2025
PointLoRA: Low-Rank Adaptation with Token Selection for Point Cloud Learning Song Wang Xiaolu Liu Lingdong Kong Jianyun Xu Chunyong Hu Gongfan Fang Wentong Li Jianke Zhu Xinchao Wang 35 0 0 22 Apr 2025
Few-shot Hate Speech Detection Based on the MindSpore Framework Zhenkai Qin Dongze Wu Yuxin Liu Guifang Yang 29 1 0 22 Apr 2025
CAPO: Cost-Aware Prompt Optimization Tom Zehle Moritz Schlager Timo Heiß Matthias Feurer VLM 65 0 0 22 Apr 2025
Histogram-based Parameter-efficient Tuning for Passive Sonar Classification Amirmohammad Mohammadi Davelle Carreiro A. V. Dine Joshua Peeples 41 0 0 21 Apr 2025
PROMPTEVALS: A Dataset of Assertions and Guardrails for Custom Production Large Language Model Pipelines Reya Vir Shreya Shankar Harrison Chase Will Fu-Hinthorn Aditya G. Parameswaran AI4TS 37 0 0 20 Apr 2025
Diverse Prompts: Illuminating the Prompt Space of Large Language Models with MAP-Elites Gabriel Santos Rita Julia Marcelo Nascimento 36 0 0 19 Apr 2025
Improving the Serving Performance of Multi-LoRA Large Language Models via Efficient LoRA and KV Cache Management Hang Zhang Jiuchen Shi Yixiao Wang Quan Chen Yizhou Shan Minyi Guo 41 0 0 19 Apr 2025
CLIP-Powered Domain Generalization and Domain Adaptation: A Comprehensive Survey Jindong Li Yong Li Yali Fu Jiahong Liu Yixin Liu Menglin Yang Irwin King VLM 50 0 0 19 Apr 2025
Visual Consensus Prompting for Co-Salient Object Detection Jinqiao Wang Nana Yu Zihao Zhang Yahong Han 26 0 0 19 Apr 2025
Parameter-Efficient Continual Fine-Tuning: A Survey Eric Nuertey Coleman Luigi Quarantiello Ziyue Liu Qinwen Yang Samrat Mukherjee J. Hurtado Vincenzo Lomonaco CLL 36 0 0 18 Apr 2025
Collaborative Learning of On-Device Small Model and Cloud-Based Large Model: Advances and Future Directions Chaoyue Niu Yucheng Ding Junhui Lu Zhengxiang Huang Hang Zeng Yutong Dai Xuezhen Tu Chengfei Lv Fan Wu Guihai Chen 35 1 0 17 Apr 2025
Activated LoRA: Fine-tuned LLMs for Intrinsics Kristjan Greenewald Luis A. Lastras Thomas Parnell Vraj Shah Lucian Popa Giulio Zizzo Chulaka Gunasekara Ambrish Rawat David D. Cox 36 0 0 16 Apr 2025
DC-SAM: In-Context Segment Anything in Images and Videos via Dual Consistency Mengshi Qi Pengfei Zhu Xianrui Li Xiaoyang Bi Lu Qi Huadong Ma Ming Yang VOS VLM 55 0 0 16 Apr 2025
Robust and Scalable Variational Bayes Carlos Misael Madrid Padilla Shitao Fan Lizhen Lin 39 0 0 16 Apr 2025
Mind2Matter: Creating 3D Models from EEG Signals Xia Deng Tian Jin Jiale Zhou Lei Li DiffM 36 0 0 16 Apr 2025
FHBench: Towards Efficient and Personalized Federated Learning for Multimodal Healthcare Penghao Wang Qian Chen Teng Zhang Yuanyuan Zhang Wang Lu Yiqiang Chen 27 0 0 15 Apr 2025
MSCRS: Multi-modal Semantic Graph Prompt Learning Framework for Conversational Recommender Systems Yibiao Wei Jie Zou Weikang Guo Guoqing Wang Xing Xu Yang Yang 50 1 0 15 Apr 2025
DMPT: Decoupled Modality-aware Prompt Tuning for Multi-modal Object Re-identification Minghui Lin Shu Wang Xiang Wang Jianhua Tang Longbin Fu Zhengrong Zuo Nong Sang VLM 47 0 0 15 Apr 2025
When is Task Vector Provably Effective for Model Editing? A Generalization Analysis of Nonlinear Transformers Hongkang Li Yihua Zhang Shuai Zhang Ming Wang Sijia Liu Pin-Yu Chen MoMe 71 4 0 15 Apr 2025
UP-Person: Unified Parameter-Efficient Transfer Learning for Text-based Person Retrieval Yating Liu Yaowei Li Xiangyuan Lan Wenming Yang Zimo Liu Q. Liao 36 0 0 14 Apr 2025
Localized Cultural Knowledge is Conserved and Controllable in Large Language Models V. Veselovsky Berke Argin Benedikt Stroebl Chris Wendler Robert West James Evans Thomas L. Griffiths Arvind Narayanan 60 0 0 14 Apr 2025
Adaptive Additive Parameter Updates of Vision Transformers for Few-Shot Continual Learning Kyle Stein A. Mahyari Guillermo Francia III Eman El-Sheikh CLL 70 0 0 11 Apr 2025
Long Context In-Context Compression by Getting to the Gist of Gisting Aleksandar Petrov Mark Sandler A. Zhmoginov Nolan Miller Max Vladymyrov 32 0 0 11 Apr 2025
Enhancing knowledge retention for continual learning with domain-specific adapters and features gating Mohamed Abbas Hedjazi O. Hadjerci Adel Hafiane CLL 34 0 0 11 Apr 2025
ConceptFormer: Towards Efficient Use of Knowledge-Graph Embeddings in Large Language Models Joel Barmettler Abraham Bernstein Luca Rossetto KELM 3DV 49 0 0 10 Apr 2025
LoRI: Reducing Cross-Task Interference in Multi-Task Low-Rank Adaptation Juzheng Zhang Jiacheng You Ashwinee Panda Tom Goldstein MoMe 53 1 0 10 Apr 2025
FM-LoRA: Factorized Low-Rank Meta-Prompting for Continual Learning Xiaobing Yu Jin Yang Xiao Wu Peijie Qiu Xiaofeng Liu CLL 42 0 0 09 Apr 2025
DUKAE: DUal-level Knowledge Accumulation and Ensemble for Pre-Trained Model-Based Continual Learning Songze Li Tonghua Su Xu-Yao Zhang Qixing Xu Zhongjie Wang CLL 38 0 0 09 Apr 2025
Less but Better: Parameter-Efficient Fine-Tuning of Large Language Models for Personality Detection Lingzhi Shen Yunfei Long Xiaohao Cai Guanming Chen Imran Razzak Shoaib Jameel 44 0 0 07 Apr 2025
M2IV: Towards Efficient and Fine-grained Multimodal In-Context Learning in Large Vision-Language Models Yanshu Li Hongyang He Yi Cao Qisen Cheng Xiang Fu Ruixiang Tang VLM 50 0 0 06 Apr 2025
DDPT: Diffusion-Driven Prompt Tuning for Large Language Model Code Generation Jinyang Li Sangwon Hyun Muhammad Ali Babar 28 0 0 06 Apr 2025
FISH-Tuning: Enhancing PEFT Methods with Fisher Information Kang Xue Ming Dong Xinhui Tu Tingting He 41 0 0 05 Apr 2025
Pyramid-based Mamba Multi-class Unsupervised Anomaly Detection Nasar Iqbal Niki Martinel Mamba 53 0 0 04 Apr 2025
Joint Retrieval of Cloud properties using Attention-based Deep Learning Models Zahid Hassan Tushar Adeleke Ademakinwa Jianwu Wang Zhibo Zhang Sanjay Purushotham 3DPC 41 0 0 04 Apr 2025
Efficient Model Editing with Task-Localized Sparse Fine-tuning Leonardo Iurada Marco Ciccone Tatiana Tommasi KELM MoMe 61 2 0 03 Apr 2025
DynMoLE: Boosting Mixture of LoRA Experts Fine-Tuning with a Hybrid Routing Mechanism Dengchun Li Naizheng Wang Zihao Zhang Haoyang Yin Lei Duan Meng Xiao Mingjie Tang MoE 56 1 0 01 Apr 2025
Think Small, Act Big: Primitive Prompt Learning for Lifelong Robot Manipulation Yuanqi Yao Siao Liu Haoming Song Delin Qu Qizhi Chen Yan Ding Bin Zhao Zhilin Wang Xiaochen Li Dong Wang CLL 76 0 0 01 Apr 2025
MetaLoRA: Tensor-Enhanced Adaptive Low-Rank Fine-tuning Maolin Wang Xiangyu Zhao AI4CE 48 0 0 01 Apr 2025
CIBR: Cross-modal Information Bottleneck Regularization for Robust CLIP Generalization Yingrui Ji Xi Xiao Gaofei Chen Hao Xu Chenrui Ma Lijing Zhu Aokun Liang Jiansheng Chen VLM 61 0 0 31 Mar 2025
Not All LoRA Parameters Are Essential: Insights on Inference Necessity Guanhua Chen Yutong Yao Ci-Jun Gao Lidia S. Chao Feng Wan Derek F. Wong 39 0 0 30 Mar 2025
LLaVA-CMoE: Towards Continual Mixture of Experts for Large Vision-Language Models Hengyuan Zhao Ziqin Wang Qixin Sun Kaiyou Song Yilin Li Xiaolin Hu Qingpei Guo Si Liu KELM CLL MoE 70 0 0 27 Mar 2025
ThinkEdit: Interpretable Weight Editing to Mitigate Overly Short Thinking in Reasoning Models Chung-En Sun Ge Yan Tsui-Wei Weng KELM LRM 67 2 0 27 Mar 2025
Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap Tong Nie Jian Sun Wei Ma 79 1 0 27 Mar 2025
MSPLoRA: A Multi-Scale Pyramid Low-Rank Adaptation for Efficient Model Fine-Tuning Jiancheng Zhao Xingda Yu Zhen Yang MoE 62 1 0 27 Mar 2025
GAPO: Learning Preferential Prompt through Generative Adversarial Policy Optimization Zhouhong Gu Xingzhou Chen Xiaoran Shi Tao Wang Suhang Zheng Tianyu Li Hongwei Feng Yanghua Xiao 78 0 0 26 Mar 2025
Synthetic Data Augmentation for Cross-domain Implicit Discourse Relation Recognition Frances Yung Varsha Suresh Zaynab Reza Mansoor Ahmad Vera Demberg 83 0 0 26 Mar 2025
IPGO: Indirect Prompt Gradient Optimization for Parameter-Efficient Prompt-level Fine-Tuning on Text-to-Image Models Jianping Ye Michel Wedel Kunpeng Zhang 44 0 0 25 Mar 2025
VectorFit : Adaptive Singular & Bias Vector Fine-Tuning of Pre-trained Foundation Models Suhas G Hegde S. K Aruna Tiwari 59 0 0 25 Mar 2025
SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking Wenrui Cai Qingjie Liu Yansen Wang MoE 70 0 0 24 Mar 2025