Prefix-Tuning: Optimizing Continuous Prompts for Generation

1 January 2021

Xiang Lisa Li

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

50 / 2,607 papers shown

Title
PEFT-U: Parameter-Efficient Fine-Tuning for User Personalization Christopher Clarke Yuzhao Heng Lingjia Tang Jason Mars 17 4 0 25 Jul 2024
Enhancing Model Performance: Another Approach to Vision-Language Instruction Tuning Vedanshu M. M. Tripathi Bhavnesh Jaint MLLM VLM 45 0 0 25 Jul 2024
LoRA-Pro: Are Low-Rank Adapters Properly Optimized? Zhengbo Wang Jian Liang Ran He Zilei Wang Tieniu Tan 75 18 0 25 Jul 2024
Gradient-based inference of abstract task representations for generalization in neural networks Ali Hummos Felipe del-Rio Brabeeba Mien Wang Julio Hurtado Cristian B. Calderon G. Yang 33 4 0 24 Jul 2024
Accurate and Efficient Fine-Tuning of Quantized Large Language Models Through Optimal Balance Ao Shen Qiang Wang Zhiquan Lai Xionglve Li Dongsheng Li ALM MQ 37 1 0 24 Jul 2024
Parameter-Efficient Fine-Tuning for Continual Learning: A Neural Tangent Kernel Perspective Jingren Liu Zhong Ji YunLong Yu Jiale Cao Yanwei Pang Jungong Han Xuelong Li CLL 44 5 0 24 Jul 2024
AI Act for the Working Programmer Holger Hermanns Anne Lauber-Rönsberg Philip Meinel Sarah Sterz Hanwei Zhang 44 1 0 23 Jul 2024
Exploring the Effectiveness and Consistency of Task Selection in Intermediate-Task Transfer Learning Pin-Jie Lin Miaoran Zhang Marius Mosbach Dietrich Klakow 38 0 0 23 Jul 2024
AutoAD-Zero: A Training-Free Framework for Zero-Shot Audio Description Junyu Xie Tengda Han Max Bain Arsha Nagrani Gül Varol Weidi Xie Andrew Zisserman VGen 46 8 0 22 Jul 2024
Do Large Language Models Have Compositional Ability? An Investigation into Limitations and Scalability Zhuoyan Xu Zhenmei Shi Yingyu Liang CoGe LRM 40 28 0 22 Jul 2024
CP-Prompt: Composition-Based Cross-modal Prompting for Domain-Incremental Continual Learning Yu Feng Zhen Tian Yifan Zhu Zongfu Han Haoran Luo Guangwei Zhang Meina Song CLL VLM 44 7 0 22 Jul 2024
Craft: Cross-modal Aligned Features Improve Robustness of Prompt Tuning Jingchen Sun Rohan Sharma Vishnu Suresh Lokhande Changyou Chen 53 0 0 22 Jul 2024
Improving Minimum Bayes Risk Decoding with Multi-Prompt David Heineman Yao Dou Wei Xu 41 6 0 22 Jul 2024
A Survey on Employing Large Language Models for Text-to-SQL Tasks Liang Shi Zhengju Tang Nan Zhang Xiaotong Zhang Zhi Yang 39 22 0 21 Jul 2024
Rethinking Feature Backbone Fine-tuning for Remote Sensing Object Detection Yechan Kim JongHyun Park SooYeon Kim Moongu Jeon 31 0 0 21 Jul 2024
Decoupled Prompt-Adapter Tuning for Continual Activity Recognition Di Fu Thanh Vinh Vo Haozhe Ma Tze-Yun Leong 35 0 0 20 Jul 2024
Hard Prompts Made Interpretable: Sparse Entropy Regularization for Prompt Tuning with RL Yunseon Choi Sangmin Bae Seonghyun Ban Minchan Jeong Chuheng Zhang Lei Song Wei Xiong Jiang Bian Kee-Eung Kim VLM AAML 38 3 0 20 Jul 2024
Straightforward Layer-wise Pruning for More Efficient Visual Adaptation Ruizi Han Jinglei Tang 60 1 0 19 Jul 2024
Dyn-Adapter: Towards Disentangled Representation for Efficient Visual Recognition Yurong Zhang Honghao Chen Xinyu Zhang Xiangxiang Chu Li Song 49 1 0 19 Jul 2024
Impact of Model Size on Fine-tuned LLM Performance in Data-to-Text Generation: A State-of-the-Art Investigation Joy Mahapatra Utpal Garain 50 8 0 19 Jul 2024
CoAPT: Context Attribute words for Prompt Tuning Gun Lee Subin An Sungyong Baik Soochahn Lee VPVLM VLM 37 1 0 18 Jul 2024
UCIP: A Universal Framework for Compressed Image Super-Resolution using Dynamic Prompt Xin Li Bingchen Li Yeying Jin Cuiling Lan Hanxin Zhu Yulin Ren Zhibo Chen 60 7 0 18 Jul 2024
Missing Modality Prediction for Unpaired Multimodal Learning via Joint Embedding of Unimodal Models Donggeun Kim Taesup Kim 43 4 0 17 Jul 2024
Turning Generative Models Degenerate: The Power of Data Poisoning Attacks Shuli Jiang S. Kadhe Yi Zhou Farhan Ahmed Ling Cai Nathalie Baracaldo SILM AAML 43 4 0 17 Jul 2024
Encapsulating Knowledge in One Prompt Qi Li Runpeng Yu Xinchao Wang VLM KELM 57 3 0 16 Jul 2024
InstructAV: Instruction Fine-tuning Large Language Models for Authorship Verification Yujia Hu Zhiqiang Hu C. Seah Roy Ka-wei Lee 39 0 0 16 Jul 2024
Enhancing Parameter Efficiency and Generalization in Large-Scale Models: A Regularized and Masked Low-Rank Adaptation Approach Yuzhu Mao Siqi Ping Zihao Zhao Yang Liu Wenbo Ding 37 1 0 16 Jul 2024
MINI-LLM: Memory-Efficient Structured Pruning for Large Language Models Hongrong Cheng Miao Zhang J. Q. Shi 62 2 0 16 Jul 2024
SDPT: Synchronous Dual Prompt Tuning for Fusion-based Visual-Language Pre-trained Models Yang Zhou Yongjian Wu Jiya Saiyin Bingzheng Wei Maode Lai Eric Chang Yan Xu VLM 54 0 0 16 Jul 2024
LoRA-PT: Low-Rank Adapting UNETR for Hippocampus Segmentation Using Principal Tensor Singular Values and Vectors Guanghua He Wangang Cheng Hancan Zhu Gaohang Yu 47 1 0 16 Jul 2024
Quantized Prompt for Efficient Generalization of Vision-Language Models Tianxiang Hao Xiaohan Ding Juexiao Feng Yuhong Yang Hui Chen Guiguang Ding VLM MQ 37 5 0 15 Jul 2024
TCM-FTP: Fine-Tuning Large Language Models for Herbal Prescription Prediction Xingzhi Zhou Xin Dong Chunhao Li Yuning Bai Yulong Xu ... Simon See Xinpeng Song Runshun Zhang Xuezhong Zhou Nevin L. Zhang LM&MA 42 3 0 15 Jul 2024
GRAD-SUM: Leveraging Gradient Summarization for Optimal Prompt Engineering Derek Austin Elliott Chartock 37 3 0 12 Jul 2024
Open Vocabulary Multi-Label Video Classification Rohit Gupta Mamshad Nayeem Rizve Jayakrishnan Unnikrishnan Ashish Tawari Son Tran Mubarak Shah Benjamin Z. Yao Trishul Chilimbi VLM 67 1 0 12 Jul 2024
Enhancing Robustness of Vision-Language Models through Orthogonality Learning and Cross-Regularization Jinlong Li Zequn Jie Elisa Ricci Lin Ma N. Sebe VLM 41 0 0 11 Jul 2024
Foundation Model Engineering: Engineering Foundation Models Just as Engineering Software Dezhi Ran Mengzhou Wu Wei Yang Tao Xie AI4CE 44 1 0 11 Jul 2024
RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization Xijie Huang Zechun Liu Shih-yang Liu Kwang-Ting Cheng MQ 45 8 0 10 Jul 2024
ROSA: Random Subspace Adaptation for Efficient Fine-Tuning Marawan Gamal Abdel Hameed Aristides Milios Siva Reddy Guillaume Rabusseau CLL 32 3 0 10 Jul 2024
SHERL: Synthesizing High Accuracy and Efficient Memory for Resource-Limited Transfer Learning Haiwen Diao Bo Wan Xu Jia Yunzhi Zhuge Ying Zhang Huchuan Lu Long Chen VLM 50 4 0 10 Jul 2024
Parameter Efficient Fine Tuning for Multi-scanner PET to PET Reconstruction Yumin Kim Gayoon Choi Seong Jae Hwang 45 0 0 10 Jul 2024
Controllable Navigation Instruction Generation with Chain of Thought Prompting Xianghao Kong Jinyu Chen Wenguan Wang Hang Su Xiaolin Hu Yi Yang Si Liu LRM 50 4 0 10 Jul 2024
Pareto Low-Rank Adapters: Efficient Multi-Task Learning with Preferences Nikolaos Dimitriadis Pascal Frossard François Fleuret MoE 72 6 0 10 Jul 2024
Parameter-Efficient and Memory-Efficient Tuning for Vision Transformer: A Disentangled Approach Taolin Zhang Jiawang Bai Zhihe Lu Dongze Lian Genping Wang Xinchao Wang Shu-Tao Xia 46 4 0 09 Jul 2024
ICLGuard: Controlling In-Context Learning Behavior for Applicability Authorization Wai Man Si Michael Backes Yang Zhang 56 1 0 09 Jul 2024
Rethinking Image-to-Video Adaptation: An Object-centric Perspective Rui Qian Shuangrui Ding Dahua Lin OCL 56 1 0 09 Jul 2024
Reprogramming Distillation for Medical Foundation Models Yuhang Zhou Siyuan Du Haolin Li Jiangchao Yao Ya Zhang Yanfeng Wang 54 2 0 09 Jul 2024
CrowdTransfer: Enabling Crowd Knowledge Transfer in AIoT Community Yan Liu Bin Guo Nuo Li Yasan Ding Zhouyangzi Zhang Zhiwen Yu 55 1 0 09 Jul 2024
Mobile Edge Intelligence for Large Language Models: A Contemporary Survey Guanqiao Qu Qiyuan Chen Wei Wei Zheng Lin Xianhao Chen Kaibin Huang 45 43 0 09 Jul 2024
FALIP: Visual Prompt as Foveal Attention Boosts CLIP Zero-Shot Performance Jiedong Zhuang Jiaqi Hu Lianrui Mu Rui Hu Xiaoyu Liang Jiangnan Ye Haoji Hu CLIP VLM 40 4 0 08 Jul 2024
See Further for Parameter Efficient Fine-tuning by Standing on the Shoulders of Decomposition Chongjie Si Xiaokang Yang Wei Shen 48 5 0 07 Jul 2024