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Visual Prompt Tuning

23 March 2022

Ser-Nam Lim

Papers citing "Visual Prompt Tuning"

38 / 1,088 papers shown

Title
MaPLe: Multi-modal Prompt Learning Muhammad Uzair Khattak H. Rasheed Muhammad Maaz Salman Khan Fahad Shahbaz Khan VPVLM VLM 281 572 0 06 Oct 2022
Bayesian Prompt Learning for Image-Language Model Generalization Mohammad Mahdi Derakhshani Enrique Sanchez Adrian Bulat Victor G. Turrisi da Costa Cees G. M. Snoek Georgios Tzimiropoulos Brais Martínez VPVLM VLM 168 37 0 05 Oct 2022
CLIP2Point: Transfer CLIP to Point Cloud Classification with Image-Depth Pre-training Tianyu Huang Bowen Dong Yunhan Yang Xiaoshui Huang Rynson W. H. Lau Wanli Ouyang W. Zuo VLM 3DPC CLIP 136 150 0 03 Oct 2022
LPT: Long-tailed Prompt Tuning for Image Classification Bowen Dong Pan Zhou Shuicheng Yan W. Zuo VPVLM VLM 159 61 0 03 Oct 2022
Visual Prompt Tuning for Generative Transfer Learning Kihyuk Sohn Yuan Hao José Lezama Luisa F. Polanía Huiwen Chang Han Zhang Irfan Essa Lu Jiang VPVLM VLM 161 88 0 03 Oct 2022
Towards a Unified View on Visual Parameter-Efficient Transfer Learning Bruce X. B. Yu Jianlong Chang Lin Liu Qi Tian Changan Chen VPVLM VLM 115 36 0 03 Oct 2022
Universal Prompt Tuning for Graph Neural Networks Taoran Fang Yunchao Zhang Yang Yang Chunping Wang Lei Chen 122 58 0 30 Sep 2022
Multi-Prompt Alignment for Multi-Source Unsupervised Domain Adaptation Haoran Chen Xintong Han Zuxuan Wu Yu-Gang Jiang 163 28 0 30 Sep 2022
Prompt-driven efficient Open-set Semi-supervised Learning Haoran Li Chun-Mei Feng Tao Zhou Yong Xu Xiaojun Chang 126 4 0 28 Sep 2022
Obj2Seq: Formatting Objects as Sequences with Class Prompt for Visual Tasks Zhiyang Chen Yousong Zhu Zhaowen Li Fan Yang Wei Li ... Chaoyang Zhao Liwei Wu Rui Zhao Jinqiao Wang Ming Tang VLM VOS 124 16 0 28 Sep 2022
Top-Tuning: a study on transfer learning for an efficient alternative to fine tuning for image classification with fast kernel methods P. D. Alfano Vito Paolo Pastore Lorenzo Rosasco Francesca Odone 47 7 0 16 Sep 2022
Generative Visual Prompt: Unifying Distributional Control of Pre-Trained Generative Models Chen Henry Wu Saman Motamed Shaunak Srivastava Fernando de la Torre VLM DiffM 72 35 0 14 Sep 2022
Prompt-Matched Semantic Segmentation Lingbo Liu Jianlong Chang Bruce X. B. Yu Liang Lin Qi Tian Changrui Chen VPVLM VLM 111 28 0 22 Aug 2022
Dual Modality Prompt Tuning for Vision-Language Pre-Trained Model Yinghui Xing Qirui Wu De Cheng Shizhou Zhang Guoqiang Liang Peng Wang Yanning Zhang VLM VPVLM 144 59 0 17 Aug 2022
Conv-Adapter: Exploring Parameter Efficient Transfer Learning for ConvNets Hao Chen R. Tao Han Zhang Yidong Wang Xiang Li Weirong Ye Jindong Wang Guosheng Hu Marios Savvides VPVLM 116 57 0 15 Aug 2022
P2P: Tuning Pre-trained Image Models for Point Cloud Analysis with Point-to-Pixel Prompting Ziyi Wang Xumin Yu Yongming Rao Jie Zhou Jiwen Lu VPVLM VLM 93 77 0 04 Aug 2022
Prompt Tuning for Generative Multimodal Pretrained Models Han Yang Junyang Lin An Yang Peng Wang Chang Zhou Hongxia Yang VLM LRM VPVLM 86 31 0 04 Aug 2022
Prompting for Multi-Modal Tracking Jinyu Yang Zhe Li Fengcai Zheng A. Leonardis Jingkuan Song 71 99 0 29 Jul 2022
Pro-tuning: Unified Prompt Tuning for Vision Tasks Xing Nie Bolin Ni Jianlong Chang Gaomeng Meng Chunlei Huo Zhaoxiang Zhang Shiming Xiang Qi Tian Chunhong Pan AAML VPVLM VLM 122 76 0 28 Jul 2022
S-Prompts Learning with Pre-trained Transformers: An Occam's Razor for Domain Incremental Learning Yabin Wang Zhiwu Huang Xiaopeng Hong CLL VLM 126 226 0 26 Jul 2022
Benchmarking Omni-Vision Representation through the Lens of Visual Realms Yuanhan Zhang Zhen-fei Yin Jing Shao Ziwei Liu VLM 109 29 0 14 Jul 2022
Convolutional Bypasses Are Better Vision Transformer Adapters Shibo Jie Zhi-Hong Deng VPVLM 91 137 0 14 Jul 2022
ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning Junting Pan Ziyi Lin Xiatian Zhu Jing Shao Hongsheng Li 94 206 0 27 Jun 2022
CtrlFormer: Learning Transferable State Representation for Visual Control via Transformer Yao Mu Shoufa Chen Mingyu Ding Jianyu Chen Runjian Chen Ping Luo ViT 77 9 0 17 Jun 2022
FiT: Parameter Efficient Few-shot Transfer Learning for Personalized and Federated Image Classification Aliaksandra Shysheya J. Bronskill Massimiliano Patacchiola Sebastian Nowozin Richard Turner 3DH FedML 92 28 0 17 Jun 2022
LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning Yi-Lin Sung Jaemin Cho Joey Tianyi Zhou VLM 99 246 0 13 Jun 2022
Singular Value Fine-tuning: Few-shot Segmentation requires Few-parameters Fine-tuning Yanpeng Sun Qiang Chen Xiangyu He Jian Wang Haocheng Feng Junyu Han Errui Ding Jian Cheng Zechao Li Jingdong Wang 92 57 0 13 Jun 2022
Neural Prompt Search Yuanhan Zhang Kaiyang Zhou Ziwei Liu VPVLM VLM 106 152 0 09 Jun 2022
Prefix Conditioning Unifies Language and Label Supervision Kuniaki Saito Kihyuk Sohn Xinming Zhang Chun-Liang Li Chen-Yu Lee Kate Saenko Tomas Pfister VLM CLIP 97 16 0 02 Jun 2022
AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition Shoufa Chen Chongjian Ge Zhan Tong Jiangliu Wang Yibing Song Jue Wang Ping Luo 221 703 0 26 May 2022
Prompt-based Learning for Unpaired Image Captioning Peipei Zhu Tianlin Li Lin Zhu Zhenglong Sun Weishi Zheng Yaowei Wang Chen Chen VLM 97 33 0 26 May 2022
Vision Transformer Adapter for Dense Predictions Zhe Chen Yuchen Duan Wenhai Wang Junjun He Tong Lu Jifeng Dai Yu Qiao 158 571 0 17 May 2022
Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning Haokun Liu Derek Tam Mohammed Muqeeth Jay Mohta Tenghao Huang Joey Tianyi Zhou Colin Raffel 111 941 0 11 May 2022
ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models Chunyuan Li Haotian Liu Liunian Harold Li Pengchuan Zhang J. Aneja ... Ping Jin Houdong Hu Zicheng Liu Yong Jae Lee Jianfeng Gao 86 152 0 19 Apr 2022
Exploring Visual Prompts for Adapting Large-Scale Models Hyojin Bahng Ali Jahanian S. Sankaranarayanan Phillip Isola VLM VPVLM LRM 77 273 0 31 Mar 2022
Prompting Visual-Language Models for Efficient Video Understanding Chen Ju Tengda Han Kunhao Zheng Ya Zhang Weidi Xie VPVLM VLM 115 384 0 08 Dec 2021
Domain Prompt Learning for Efficiently Adapting CLIP to Unseen Domains Xinyu Zhang S. Gu Yutaka Matsuo Yusuke Iwasawa VLM 104 40 0 25 Nov 2021
AAformer: Auto-Aligned Transformer for Person Re-Identification Kuan Zhu Haiyun Guo Shiliang Zhang Yaowei Wang Jing Liu Jinqiao Wang Ming Tang ViT 99 116 0 02 Apr 2021