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2203.12119
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Visual Prompt Tuning
European Conference on Computer Vision (ECCV), 2022
23 March 2022
Menglin Jia
Luming Tang
Bor-Chun Chen
Claire Cardie
Serge Belongie
Bharath Hariharan
Ser-Nam Lim
VLM
VPVLM
Re-assign community
ArXiv (abs)
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HuggingFace (1 upvotes)
Papers citing
"Visual Prompt Tuning"
50 / 1,271 papers shown
iQuery: Instruments as Queries for Audio-Visual Sound Separation
Computer Vision and Pattern Recognition (CVPR), 2022
Jiaben Chen
Renrui Zhang
Dongze Lian
Jiaqi Yang
Ziyao Zeng
Jianbo Shi
279
39
0
07 Dec 2022
ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2022
Ziqi Zhou
Bowen Zhang
Yinjie Lei
Lingqiao Liu
Yifan Liu
VLM
313
247
0
07 Dec 2022
Visual Query Tuning: Towards Effective Usage of Intermediate Representations for Parameter and Memory Efficient Transfer Learning
Computer Vision and Pattern Recognition (CVPR), 2022
Cheng-Hao Tu
Zheda Mai
Wei-Lun Chao
244
63
0
06 Dec 2022
FacT: Factor-Tuning for Lightweight Adaptation on Vision Transformer
AAAI Conference on Artificial Intelligence (AAAI), 2022
Shibo Jie
Zhi-Hong Deng
238
162
0
06 Dec 2022
Day2Dark: Pseudo-Supervised Activity Recognition beyond Silent Daylight
International Journal of Computer Vision (IJCV), 2022
Yunhua Zhang
Hazel Doughty
Cees G. M. Snoek
VLM
303
2
0
05 Dec 2022
Cloud-Device Collaborative Adaptation to Continual Changing Environments in the Real-world
Computer Vision and Pattern Recognition (CVPR), 2022
Yulu Gan
Mingjie Pan
Rongyu Zhang
Zijian Ling
Lingran Zhao
Jiaming Liu
Shanghang Zhang
VLM
213
20
0
02 Dec 2022
Isolation and Impartial Aggregation: A Paradigm of Incremental Learning without Interference
AAAI Conference on Artificial Intelligence (AAAI), 2022
Yabin Wang
Zhiheng Ma
Zhiwu Huang
Yaowei Wang
Zhou Su
Xiaopeng Hong
194
61
0
29 Nov 2022
VoP: Text-Video Co-operative Prompt Tuning for Cross-Modal Retrieval
Computer Vision and Pattern Recognition (CVPR), 2022
Siteng Huang
Biao Gong
Yulin Pan
Jianwen Jiang
Yiliang Lv
Yuyuan Li
Xuetao Zhang
VLM
VPVLM
279
59
0
23 Nov 2022
Texts as Images in Prompt Tuning for Multi-Label Image Recognition
Computer Vision and Pattern Recognition (CVPR), 2022
Zixian Guo
Bowen Dong
Zhilong Ji
Jinfeng Bai
Yiwen Guo
W. Zuo
VLM
VPVLM
308
86
0
23 Nov 2022
Multitask Vision-Language Prompt Tuning
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Sheng Shen
Shijia Yang
Tianjun Zhang
Bohan Zhai
Joseph E. Gonzalez
Kurt Keutzer
Trevor Darrell
VLM
VPVLM
288
77
0
21 Nov 2022
PointCLIP V2: Prompting CLIP and GPT for Powerful 3D Open-world Learning
IEEE International Conference on Computer Vision (ICCV), 2022
Xiangyang Zhu
Renrui Zhang
Bowei He
Ziyu Guo
Ziyao Zeng
Zipeng Qin
Shanghang Zhang
Shiyang Feng
VLM
325
218
0
21 Nov 2022
Understanding and Improving Visual Prompting: A Label-Mapping Perspective
Computer Vision and Pattern Recognition (CVPR), 2022
Chenyi Zi
Yuguang Yao
Pin-Yu Chen
Yihua Zhang
Sijia Liu
VPVLM
VLM
567
98
0
21 Nov 2022
ProSFDA: Prompt Learning based Source-free Domain Adaptation for Medical Image Segmentation
Shishuai Hu
Zehui Liao
Yong-quan Xia
OOD
MedIm
280
26
0
21 Nov 2022
Cross-Modal Adapter for Vision-Language Retrieval
Pattern Recognition (Pattern Recogn.), 2022
Haojun Jiang
Jianke Zhang
Rui Huang
Chunjiang Ge
Zanlin Ni
Jiwen Lu
Gao Huang
367
43
0
17 Nov 2022
Prompt Tuning for Parameter-efficient Medical Image Segmentation
Marc Fischer
Alexander Bartler
Bin Yang
SSeg
166
32
0
16 Nov 2022
FedTune: A Deep Dive into Efficient Federated Fine-Tuning with Pre-trained Transformers
Jinyu Chen
Wenchao Xu
Song Guo
Junxiao Wang
Jie Zhang
Yining Qi
FedML
190
44
0
15 Nov 2022
Demystify Self-Attention in Vision Transformers from a Semantic Perspective: Analysis and Application
Leijie Wu
Song Guo
Yaohong Ding
Junxiao Wang
Wenchao Xu
Richard Yi Da Xu
Jiewei Zhang
150
3
0
13 Nov 2022
One-Time Model Adaptation to Heterogeneous Clients: An Intra-Client and Inter-Image Attention Design
Yikai Yan
Chaoyue Niu
Fan Wu
Qinya Li
Shaojie Tang
Chengfei Lyu
Guihai Chen
164
0
0
11 Nov 2022
Integrated Parameter-Efficient Tuning for General-Purpose Audio Models
Ju-ho Kim
Ju-Sung Heo
Hyun-Seo Shin
Chanmann Lim
Ha-Jin Yu
169
5
0
04 Nov 2022
Understanding and Mitigating Overfitting in Prompt Tuning for Vision-Language Models
Cheng Ma
Yang Liu
Jiankang Deng
Lingxi Xie
Weiming Dong
Changsheng Xu
VLM
VPVLM
266
61
0
04 Nov 2022
Rethinking Hierarchies in Pre-trained Plain Vision Transformer
Yufei Xu
Jing Zhang
Qiming Zhang
Dacheng Tao
175
1
0
03 Nov 2022
Learning a Condensed Frame for Memory-Efficient Video Class-Incremental Learning
Neural Information Processing Systems (NeurIPS), 2022
Yixuan Pei
Zhiwu Qing
Jun Cen
Xiang Wang
Shiwei Zhang
Yaxiong Wang
Mingqian Tang
Nong Sang
Xueming Qian
145
20
0
02 Nov 2022
Towards Sustainable Self-supervised Learning
Shanghua Gao
Pan Zhou
Mingg-Ming Cheng
Shuicheng Yan
CLL
328
11
0
20 Oct 2022
Scaling & Shifting Your Features: A New Baseline for Efficient Model Tuning
Neural Information Processing Systems (NeurIPS), 2022
Dongze Lian
Daquan Zhou
Jiashi Feng
Xinchao Wang
350
335
0
17 Oct 2022
Unified Vision and Language Prompt Learning
Yuhang Zang
Wei Li
Kaiyang Zhou
Chen Huang
Chen Change Loy
VLM
VPVLM
260
190
0
13 Oct 2022
Feature-Proxy Transformer for Few-Shot Segmentation
Neural Information Processing Systems (NeurIPS), 2022
Jianwei Zhang
Yifan Sun
Yi Yang
Wei Chen
ViT
211
84
0
13 Oct 2022
Continual Learning with Evolving Class Ontologies
Neural Information Processing Systems (NeurIPS), 2022
Zhiqiu Lin
Deepak Pathak
Yu-Xiong Wang
Deva Ramanan
Shu Kong
CLL
329
11
0
10 Oct 2022
FS-DETR: Few-Shot DEtection TRansformer with prompting and without re-training
IEEE International Conference on Computer Vision (ICCV), 2022
Adrian Bulat
Ricardo Guerrero
Brais Martínez
Georgios Tzimiropoulos
250
50
0
10 Oct 2022
Visual Prompt Tuning for Test-time Domain Adaptation
Yunhe Gao
Xingjian Shi
Yi Zhu
Hongya Wang
Zhiqiang Tang
Xiong Zhou
Mu Li
Dimitris N. Metaxas
VPVLM
VLM
319
110
0
10 Oct 2022
Open-Vocabulary Semantic Segmentation with Mask-adapted CLIP
Computer Vision and Pattern Recognition (CVPR), 2022
Feng Liang
Bichen Wu
Xiaoliang Dai
Kunpeng Li
Yinan Zhao
Hang Zhang
Peizhao Zhang
Peter Vajda
Diana Marculescu
CLIP
VLM
541
612
0
09 Oct 2022
Polyhistor: Parameter-Efficient Multi-Task Adaptation for Dense Vision Tasks
Neural Information Processing Systems (NeurIPS), 2022
Yen-Cheng Liu
Chih-Yao Ma
Junjiao Tian
Zijian He
Z. Kira
274
64
0
07 Oct 2022
MaPLe: Multi-modal Prompt Learning
Computer Vision and Pattern Recognition (CVPR), 2022
Muhammad Uzair Khattak
H. Rasheed
Muhammad Maaz
Salman Khan
Fahad Shahbaz Khan
VPVLM
VLM
753
875
0
06 Oct 2022
Bayesian Prompt Learning for Image-Language Model Generalization
IEEE International Conference on Computer Vision (ICCV), 2022
Mohammad Mahdi Derakhshani
Enrique Sanchez
Adrian Bulat
Victor G. Turrisi da Costa
Cees G. M. Snoek
Georgios Tzimiropoulos
Brais Martínez
VPVLM
VLM
412
60
0
05 Oct 2022
CLIP2Point: Transfer CLIP to Point Cloud Classification with Image-Depth Pre-training
IEEE International Conference on Computer Vision (ICCV), 2022
Tianyu Huang
Bowen Dong
Yunhan Yang
Xiaoshui Huang
Rynson W. H. Lau
Wanli Ouyang
W. Zuo
VLM
3DPC
CLIP
577
199
0
03 Oct 2022
LPT: Long-tailed Prompt Tuning for Image Classification
International Conference on Learning Representations (ICLR), 2022
Bowen Dong
Pan Zhou
Shuicheng Yan
W. Zuo
VPVLM
VLM
379
88
0
03 Oct 2022
Visual Prompt Tuning for Generative Transfer Learning
Computer Vision and Pattern Recognition (CVPR), 2022
Kihyuk Sohn
Yuan Hao
José Lezama
Luisa F. Polanía
Huiwen Chang
Han Zhang
Irfan Essa
Lu Jiang
VPVLM
VLM
324
105
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
234
45
0
03 Oct 2022
Universal Prompt Tuning for Graph Neural Networks
Neural Information Processing Systems (NeurIPS), 2022
Taoran Fang
Yunchao Zhang
Yang Yang
Chunping Wang
Lei Chen
488
97
0
30 Sep 2022
Multi-Prompt Alignment for Multi-Source Unsupervised Domain Adaptation
Neural Information Processing Systems (NeurIPS), 2022
Haoran Chen
Xintong Han
Zuxuan Wu
Yu-Gang Jiang
384
43
0
30 Sep 2022
Prompt-driven efficient Open-set Semi-supervised Learning
Haoran Li
Chun-Mei Feng
Tao Zhou
Yong Xu
Xiaojun Chang
201
4
0
28 Sep 2022
Obj2Seq: Formatting Objects as Sequences with Class Prompt for Visual Tasks
Neural Information Processing Systems (NeurIPS), 2022
Zhiyang Chen
Yousong Zhu
Zhaowen Li
Fan Yang
Wei Li
...
Honghui Dong
Liwei Wu
Rui Zhao
Jinqiao Wang
Ming Tang
VLM
VOS
218
17
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
Image and Vision Computing (IVC), 2022
P. D. Alfano
Vito Paolo Pastore
Lorenzo Rosasco
Francesca Odone
193
10
0
16 Sep 2022
Generative Visual Prompt: Unifying Distributional Control of Pre-Trained Generative Models
Neural Information Processing Systems (NeurIPS), 2022
Chen Henry Wu
Saman Motamed
Shaunak Srivastava
Fernando de la Torre
VLM
DiffM
275
38
0
14 Sep 2022
Prompt-Matched Semantic Segmentation
Lingbo Liu
Jianlong Chang
Bruce X. B. Yu
Liang Lin
Qi Tian
Xin Sun
VPVLM
VLM
248
30
0
22 Aug 2022
Dual Modality Prompt Tuning for Vision-Language Pre-Trained Model
IEEE transactions on multimedia (IEEE TMM), 2022
Yinghui Xing
Qirui Wu
De Cheng
Shizhou Zhang
Guoqiang Liang
Peng Wang
Yanning Zhang
VLM
VPVLM
334
90
0
17 Aug 2022
Conv-Adapter: Exploring Parameter Efficient Transfer Learning for ConvNets
Hao Chen
R. Tao
Han Zhang
Yidong Wang
Kaijie Zhu
Weirong Ye
Yongfeng Zhang
Guosheng Hu
Marios Savvides
VPVLM
343
81
0
15 Aug 2022
P2P: Tuning Pre-trained Image Models for Point Cloud Analysis with Point-to-Pixel Prompting
Neural Information Processing Systems (NeurIPS), 2022
Ziyi Wang
Xumin Yu
Yongming Rao
Jie Zhou
Jiwen Lu
VPVLM
VLM
245
100
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
177
37
0
04 Aug 2022
Prompting for Multi-Modal Tracking
ACM Multimedia (ACM MM), 2022
Jinyu Yang
Zhe Li
Fengcai Zheng
A. Leonardis
Jingkuan Song
248
142
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
402
97
0
28 Jul 2022
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