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The Power of Scale for Parameter-Efficient Prompt Tuning

18 April 2021

Papers citing "The Power of Scale for Parameter-Efficient Prompt Tuning"

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Title
Progressive Visual Prompt Learning with Contrastive Feature Re-formation C. Xu Yuhan Zhu Haocheng Shen Fengyuan Shi Boheng Chen Yixuan Liao Xiaoxin Chen Limin Wang VLM 100 22 0 17 Apr 2023
A Comparative Study between Full-Parameter and LoRA-based Fine-Tuning on Chinese Instruction Data for Instruction Following Large Language Model Xianghui Sun Yunjie Ji Baochang Ma Xiangang Li ALM 85 19 0 17 Apr 2023
Chain of Thought Prompt Tuning in Vision Language Models Jiaxin Ge Hongyin Luo Siyuan Qian Yulu Gan Jie Fu Shanghang Zhang VLM LRM MLLM 109 29 0 16 Apr 2023
Instance-aware Dynamic Prompt Tuning for Pre-trained Point Cloud Models Yaohua Zha Jinpeng Wang Tao Dai Bin Chen Zhi Wang Shutao Xia VLM 117 48 0 14 Apr 2023
MVP-SEG: Multi-View Prompt Learning for Open-Vocabulary Semantic Segmentation Jie Guo Qimeng Wang Yan Gao Xiaolong Jiang Xu Tang Yao Hu Baochang Zhang VLM 77 11 0 14 Apr 2023
DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-Efficient Fine-Tuning Enze Xie Lewei Yao Han Shi Zhili Liu Daquan Zhou Zhaoqiang Liu Jiawei Li Zhenguo Li 74 81 0 13 Apr 2023
Efficient Multimodal Fusion via Interactive Prompting Yaowei Li Ruijie Quan Linchao Zhu Yezhou Yang 82 45 0 13 Apr 2023
[CLS] Token is All You Need for Zero-Shot Semantic Segmentation Letian Wu Wenya Zhang Tengping Jiang Wankou Yang Xin Jin Wenjun Zeng VLM 91 4 0 13 Apr 2023
Continual Diffusion: Continual Customization of Text-to-Image Diffusion with C-LoRA James Smith Yen-Chang Hsu Lingyu Zhang Ting Hua Z. Kira Yilin Shen Hongxia Jin DiffM 224 105 0 12 Apr 2023
ImageReward: Learning and Evaluating Human Preferences for Text-to-Image Generation Jiazheng Xu Xiao Liu Yuchen Wu Yuxuan Tong Qinkai Li Ming Ding Jie Tang Yuxiao Dong 185 413 0 12 Apr 2023
Global Prompt Cell: A Portable Control Module for Effective Prompt Tuning Chi-Liang Liu Hao Wang Nuwa Xi Sendong Zhao Bing Qin VLM 69 1 0 12 Apr 2023
Prompt Learning for News Recommendation Zizhuo Zhang Bang-wei Wang AI4TS 73 66 0 11 Apr 2023
FashionSAP: Symbols and Attributes Prompt for Fine-grained Fashion Vision-Language Pre-training Yunpeng Han Lisai Zhang Qingcai Chen Zhijian Chen Zhonghua Li Jianxin Yang Bo Zhao AI4TS VLM 89 13 0 11 Apr 2023
Conditional Adapters: Parameter-efficient Transfer Learning with Fast Inference Tao Lei Junwen Bai Siddhartha Brahma Joshua Ainslie Kenton Lee ... Vincent Zhao Yuexin Wu Yue Liu Yu Zhang Ming-Wei Chang BDL AI4CE 106 63 0 11 Apr 2023
Sentence-Level Relation Extraction via Contrastive Learning with Descriptive Relation Prompts Jiewen Zheng Ze Chen 73 2 0 11 Apr 2023
Exploring Effective Factors for Improving Visual In-Context Learning Yanpeng Sun Qiang Chen Jian Wang Jingdong Wang Zechao Li LRM VLM 106 26 0 10 Apr 2023
Similarity-Aware Multimodal Prompt Learning for Fake News Detection Ye Jiang Xiaomin Yu Yimin Wang Xiaoman Xu Xingyi Song Diana Maynard 83 27 0 09 Apr 2023
Revisiting Automated Prompting: Are We Actually Doing Better? Yulin Zhou Yiren Zhao Ilia Shumailov Robert D. Mullins Y. Gal 117 8 0 07 Apr 2023
Does Prompt-Tuning Language Model Ensure Privacy? Shangyu Xie Wei Dai Esha Ghosh Sambuddha Roy Dan Schwartz Kim Laine SILM 97 4 0 07 Apr 2023
Vita-CLIP: Video and text adaptive CLIP via Multimodal Prompting Syed Talal Wasim Muzammal Naseer Salman Khan Fahad Shahbaz Khan M. Shah VLM VPVLM 114 79 0 06 Apr 2023
Zero-shot Generative Model Adaptation via Image-specific Prompt Learning Jiayi Guo Chaofei Wang You Wu Eric Zhang Kai Wang Xingqian Xu S. Song Humphrey Shi Gao Huang DiffM VLM 145 30 0 06 Apr 2023
LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models Zhiqiang Hu Lei Wang Yihuai Lan Wanyu Xu Ee-Peng Lim Lidong Bing Xing Xu Soujanya Poria Roy Ka-wei Lee ALM 164 274 0 04 Apr 2023
Strong Baselines for Parameter Efficient Few-Shot Fine-tuning S. Basu Daniela Massiceti S. Hu Soheil Feizi VLM 85 34 0 04 Apr 2023
Learning to Name Classes for Vision and Language Models Sarah Parisot Yongxin Yang Jingyu Sun VLM 89 10 0 04 Apr 2023
Black Box Few-Shot Adaptation for Vision-Language models Yassine Ouali Adrian Bulat Brais Martínez Georgios Tzimiropoulos VLM 87 35 0 04 Apr 2023
Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning Lifu Tu Jin Qu Semih Yavuz Shafiq Joty Wenhao Liu Caiming Xiong Yingbo Zhou 82 9 0 03 Apr 2023
Inspecting and Editing Knowledge Representations in Language Models Evan Hernandez Belinda Z. Li Jacob Andreas KELM 98 91 0 03 Apr 2023
A Closer Look at Parameter-Efficient Tuning in Diffusion Models Chendong Xiang Fan Bao Chongxuan Li Hang Su Jun Zhu DiffM 58 16 0 31 Mar 2023
FreeSeg: Unified, Universal and Open-Vocabulary Image Segmentation Jie Qin Jie Wu Pengxiang Yan Ming Li Ren Yuxi ... Yitong Wang Rui Wang Shilei Wen X. Pan Xingang Wang SSeg VLM 96 94 0 30 Mar 2023
AutoAD: Movie Description in Context Tengda Han Max Bain Arsha Nagrani Gül Varol Weidi Xie Andrew Zisserman VGen 77 35 0 29 Mar 2023
Bi-directional Training for Composed Image Retrieval via Text Prompt Learning Zheyuan Liu Weixuan Sun Yicong Hong Damien Teney Stephen Gould 126 34 0 29 Mar 2023
AVFormer: Injecting Vision into Frozen Speech Models for Zero-Shot AV-ASR Paul Hongsuck Seo Arsha Nagrani Cordelia Schmid 58 15 0 29 Mar 2023
LLaMA-Adapter: Efficient Fine-tuning of Language Models with Zero-init Attention Renrui Zhang Jiaming Han Chris Liu Peng Gao Aojun Zhou Xiangfei Hu Shilin Yan Pan Lu Hongsheng Li Yu Qiao MLLM 181 787 0 28 Mar 2023
Soft-prompt tuning to predict lung cancer using primary care free-text Dutch medical notes Auke Elfrink Iacopo Vagliano A. Abu-Hanna Iacer Calixto 57 5 0 28 Mar 2023
Explicit Planning Helps Language Models in Logical Reasoning Hongyu Zhao Kangrui Wang Mo Yu Hongyuan Mei LRM ReLM 125 17 0 28 Mar 2023
Scaling Down to Scale Up: A Guide to Parameter-Efficient Fine-Tuning Vladislav Lialin Vijeta Deshpande Anna Rumshisky 104 179 0 28 Mar 2023
Learning Expressive Prompting With Residuals for Vision Transformers Rajshekhar Das Yonatan Dukler Avinash Ravichandran A. Swaminathan VLM VPVLM 71 22 0 27 Mar 2023
A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts Jian Liang Ran He Tien-Ping Tan OOD VLM TTA 138 243 0 27 Mar 2023
Troika: Multi-Path Cross-Modal Traction for Compositional Zero-Shot Learning Siteng Huang Biao Gong Yutong Feng Min Zhang Yiliang Lv Donglin Wang CoGe 97 11 0 27 Mar 2023
Universal Few-shot Learning of Dense Prediction Tasks with Visual Token Matching Donggyun Kim Jinwoo Kim Seongwoong Cho Chong Luo Seunghoon Hong VLM 104 24 0 27 Mar 2023
BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning Changdae Oh Hyeji Hwang Hee-young Lee Yongtaek Lim Geunyoung Jung Jiyoung Jung Hosik Choi Kyungwoo Song VLM VPVLM 141 62 0 26 Mar 2023
Task-oriented Memory-efficient Pruning-Adapter Guorun Wang Jun Yang Yaoru Sun 46 4 0 26 Mar 2023
Semantic Prompt for Few-Shot Image Recognition Wentao Chen Chenyang Si Zhang Zhang Liangdao Wang Zilei Wang Tien-Ping Tan VLM 58 40 0 24 Mar 2023
Prompt Tuning based Adapter for Vision-Language Model Adaption Jingchen Sun Jiayu Qin Zihao Lin Changyou Chen VPVLM MLLM VLM 56 6 0 24 Mar 2023
Remind of the Past: Incremental Learning with Analogical Prompts Zhiheng Ma Xiaopeng Hong Beinan Liu Yabin Wang Pinyue Guo Huiyun Li CLL 89 1 0 24 Mar 2023
SPeC: A Soft Prompt-Based Calibration on Performance Variability of Large Language Model in Clinical Notes Summarization Yu-Neng Chuang Ruixiang Tang Xiaoqian Jiang Helen Zhou LM&MA 74 21 0 23 Mar 2023
Salient Span Masking for Temporal Understanding Jeremy R. Cole Aditi Chaudhary Bhuwan Dhingra Partha P. Talukdar 91 13 0 22 Mar 2023
Self-supervised Meta-Prompt Learning with Meta-Gradient Regularization for Few-shot Generalization Kaihang Pan Juncheng Billy Li Hongye Song Jun Lin Xiaozhong Liu Siliang Tang OffRL 112 13 0 22 Mar 2023
Prompt-MIL: Boosting Multi-Instance Learning Schemes via Task-specific Prompt Tuning Jingwei Zhang S. Kapse Ke Ma Prateek Prasanna Joel H. Saltz Maria Vakalopoulou Dimitris Samaras VLM 148 18 0 21 Mar 2023
Efficient Feature Distillation for Zero-shot Annotation Object Detection Zhuoming Liu Xuefeng Hu Ram Nevatia VLM ObjD 70 1 0 21 Mar 2023