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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
Contrastive Alignment of Vision to Language Through Parameter-Efficient Transfer Learning Zaid Khan Yun Fu VLM 63 14 0 21 Mar 2023
Multi-modal Prompting for Low-Shot Temporal Action Localization Chen Ju Zeqian Li Peisen Zhao Ya Zhang Xiaopeng Zhang Qi Tian Yanfeng Wang Weidi Xie 83 20 0 21 Mar 2023
Language Model Behavior: A Comprehensive Survey Tyler A. Chang Benjamin Bergen VLM LRM LM&MA 115 109 0 20 Mar 2023
eP-ALM: Efficient Perceptual Augmentation of Language Models Mustafa Shukor Corentin Dancette Matthieu Cord MLLM VLM 72 31 0 20 Mar 2023
CLIP goes 3D: Leveraging Prompt Tuning for Language Grounded 3D Recognition Deepti Hegde Jeya Maria Jose Valanarasu Vishal M. Patel CLIP 122 68 0 20 Mar 2023
Visual Prompt Multi-Modal Tracking Jiawen Zhu Simiao Lai Xin Chen D. Wang Huchuan Lu VLM 91 168 0 20 Mar 2023
AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning Qingru Zhang Minshuo Chen Alexander Bukharin Nikos Karampatziakis Pengcheng He Yu Cheng Weizhu Chen Tuo Zhao 68 128 0 18 Mar 2023
Large Language Model Instruction Following: A Survey of Progresses and Challenges Renze Lou Kai Zhang Wenpeng Yin ALM LRM 163 25 0 18 Mar 2023
A Region-Prompted Adapter Tuning for Visual Abductive Reasoning Hao Zhang Yeo Keat Ee Basura Fernando VLM 145 3 0 18 Mar 2023
DC-CCL: Device-Cloud Collaborative Controlled Learning for Large Vision Models Yucheng Ding Chaoyue Niu Fan Wu Shaojie Tang Chengfei Lyu Guihai Chen 68 6 0 18 Mar 2023
A Unified Continual Learning Framework with General Parameter-Efficient Tuning Qiankun Gao Chen Zhao Yifan Sun Teng Xi Gang Zhang Guohao Li Shuai Liu CLL 123 98 0 17 Mar 2023
LION: Implicit Vision Prompt Tuning Haixin Wang Jianlong Chang Xiao Luo Jinan Sun Zhouchen Lin Qi Tian VLM MLLM VPVLM 81 23 0 17 Mar 2023
Steering Prototypes with Prompt-tuning for Rehearsal-free Continual Learning Zhuowei Li Long Zhao Zizhao Zhang Han Zhang Diya Liu Ting Liu Dimitris N. Metaxas CLL VLM 103 21 0 16 Mar 2023
Exploring Distributional Shifts in Large Language Models for Code Analysis Shushan Arakelyan Rocktim Jyoti Das Yi Mao Xiang Ren ALM 105 21 0 16 Mar 2023
A Picture is Worth a Thousand Words: Language Models Plan from Pixels Anthony Z. Liu Lajanugen Logeswaran Sungryull Sohn Honglak Lee LM&Ro 39 6 0 16 Mar 2023
Visual Prompt Based Personalized Federated Learning Guang-Ming Li Wansen Wu Yan Sun Li Shen Baoyuan Wu Dacheng Tao FedML VLM 87 18 0 15 Mar 2023
Automated Query Generation for Evidence Collection from Web Search Engines Nestor Prieto-Chavana Julie Weeds David J. Weir HILM 53 1 0 15 Mar 2023
Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning Haoyu He Jianfei Cai Jing Zhang Dacheng Tao Bohan Zhuang VPVLM 89 57 0 15 Mar 2023
UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation Daixuan Cheng Shaohan Huang Junyu Bi Yu-Wei Zhan Jianfeng Liu Yujing Wang Hao Sun Furu Wei Denvy Deng Qi Zhang RALM LRM 88 69 0 15 Mar 2023
Task-specific Fine-tuning via Variational Information Bottleneck for Weakly-supervised Pathology Whole Slide Image Classification Honglin Li Chenglu Zhu Yunlong Zhang Yuxuan Sun Zhongyi Shui Wenwei Kuang S. Zheng Ling Yang 128 59 0 15 Mar 2023
Diversity-Aware Meta Visual Prompting Qidong Huang Xiaoyi Dong DongDong Chen Weiming Zhang Feifei Wang Gang Hua Neng H. Yu VLM VPVLM 90 57 0 14 Mar 2023
Simfluence: Modeling the Influence of Individual Training Examples by Simulating Training Runs Kelvin Guu Albert Webson Ellie Pavlick Lucas Dixon Ian Tenney Tolga Bolukbasi TDI 113 36 0 14 Mar 2023
The Learnability of In-Context Learning Noam Wies Yoav Levine Amnon Shashua 188 109 0 14 Mar 2023
The Life Cycle of Knowledge in Big Language Models: A Survey Boxi Cao Hongyu Lin Xianpei Han Le Sun KELM 95 29 0 14 Mar 2023
Model-tuning Via Prompts Makes NLP Models Adversarially Robust Mrigank Raman Pratyush Maini J. Zico Kolter Zachary Chase Lipton Danish Pruthi AAML 71 17 0 13 Mar 2023
PromptFusion: Decoupling Stability and Plasticity for Continual Learning Haoran Chen Zuxuan Wu Xintong Han Menglin Jia Yu-Gang Jiang CLL 164 12 0 13 Mar 2023
Prompting AI Art: An Investigation into the Creative Skill of Prompt Engineering J. Oppenlaender Rhema Linder Johanna M. Silvennoinen 80 88 0 13 Mar 2023
ViM: Vision Middleware for Unified Downstream Transferring Yutong Feng Biao Gong Jianwen Jiang Yiliang Lv Yujun Shen Deli Zhao Jingren Zhou 98 1 0 13 Mar 2023
TranSG: Transformer-Based Skeleton Graph Prototype Contrastive Learning with Structure-Trajectory Prompted Reconstruction for Person Re-Identification Haocong Rao Steven C. H. Hoi 135 29 0 13 Mar 2023
Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models Juncheng Li Minghe Gao Longhui Wei Siliang Tang Wenqiao Zhang Meng Li Wei Ji Qi Tian Tat-Seng Chua Yueting Zhuang VLM VPVLM 98 21 0 12 Mar 2023
Learning Combinatorial Prompts for Universal Controllable Image Captioning Zhen Wang Jun Xiao Yueting Zhuang Fei Gao Jian Shao Long Chen 110 5 0 11 Mar 2023
Consistency Analysis of ChatGPT Myeongjun Jang Thomas Lukasiewicz 95 56 0 11 Mar 2023
Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language Models Tom van Sonsbeek Mohammad Mahdi Derakhshani Ivona Najdenkoska Cees G. M. Snoek Marcel Worring LM&MA 69 57 0 10 Mar 2023
An Overview on Language Models: Recent Developments and Outlook Chengwei Wei Yun Cheng Wang Bin Wang C.-C. Jay Kuo 93 47 0 10 Mar 2023
From Visual Prompt Learning to Zero-Shot Transfer: Mapping Is All You Need Ziqing Yang Zeyang Sha Michael Backes Yang Zhang VPVLM VLM 89 3 0 09 Mar 2023
SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model Gengwei Zhang Liyuan Wang Guoliang Kang Ling-Hao Chen Yunchao Wei CLL 90 119 0 09 Mar 2023
Rethinking Visual Prompt Learning as Masked Visual Token Modeling Ning Liao Bowen Shi Xiaopeng Zhang Min Cao Junchi Yan Qi Tian VLM 81 8 0 09 Mar 2023
Text-Visual Prompting for Efficient 2D Temporal Video Grounding Yimeng Zhang Xin Chen Jinghan Jia Sijia Liu Ke Ding 96 27 0 09 Mar 2023
Multimodal Parameter-Efficient Few-Shot Class Incremental Learning Marco D’Alessandro Alberto Alonso Enrique Calabrés M. Galar CLL 72 13 0 08 Mar 2023
Streaming Kernel PCA Algorithm With Small Space Yichuan Deng Zhao Song Zifan Wang Hangke Zhang 114 4 0 08 Mar 2023
Your representations are in the network: composable and parallel adaptation for large scale models Yonatan Dukler Alessandro Achille Hao Yang Varsha Vivek Luca Zancato Benjamin Bowman Avinash Ravichandran Charless C. Fowlkes A. Swaminathan Stefano Soatto 97 3 0 07 Mar 2023
PaLM-E: An Embodied Multimodal Language Model Danny Driess F. Xia Mehdi S. M. Sajjadi Corey Lynch Aakanksha Chowdhery ... Marc Toussaint Klaus Greff Andy Zeng Igor Mordatch Peter R. Florence LM&Ro 157 1,678 0 06 Mar 2023
Multimodal Prompting with Missing Modalities for Visual Recognition Yi-Lun Lee Yi-Hsuan Tsai Wei-Chen Chiu Chen-Yu Lee VPVLM 105 104 0 06 Mar 2023
Towards Zero-Shot Functional Compositionality of Language Models Hangyeol Yu Myeongho Jeong Jamin Shin Hyeongdon Moon Juneyoung Park Seungtaek Choi 80 1 0 06 Mar 2023
Dynamic Prompting: A Unified Framework for Prompt Tuning Xianjun Yang Wei Cheng Xujiang Zhao Wenchao Yu Linda R. Petzold Haifeng Chen VLM 115 16 0 06 Mar 2023
Multitask Prompt Tuning Enables Parameter-Efficient Transfer Learning Zhen Wang Yikang Shen Leonid Karlinsky Rogerio Feris Huan Sun Yoon Kim VLM VPVLM 98 118 0 06 Mar 2023
Investigating the Translation Performance of a Large Multilingual Language Model: the Case of BLOOM Rachel Bawden François Yvon VLM LRM 90 65 0 03 Mar 2023
Structure Pretraining and Prompt Tuning for Knowledge Graph Transfer Wen Zhang Yushan Zhu Yin Hua Yuxia Geng Yufen Huang Yajing Xu Wenting Song Hua-zeng Chen 83 27 0 03 Mar 2023
Mixture of Soft Prompts for Controllable Data Generation Derek Chen Celine Lee Yunan Lu Domenic Rosati Zhou Yu 191 26 0 02 Mar 2023
MixPHM: Redundancy-Aware Parameter-Efficient Tuning for Low-Resource Visual Question Answering Jingjing Jiang Nanning Zheng MoE 114 6 0 02 Mar 2023