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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"
21 / 1,271 papers shown
S-Prompts Learning with Pre-trained Transformers: An Occam's Razor for Domain Incremental Learning
Neural Information Processing Systems (NeurIPS), 2022
Yabin Wang
Zhiwu Huang
Xiaopeng Hong
CLL
VLM
452
298
0
26 Jul 2022
Benchmarking Omni-Vision Representation through the Lens of Visual Realms
European Conference on Computer Vision (ECCV), 2022
Yuanhan Zhang
Zhen-fei Yin
Jing Shao
Ziwei Liu
VLM
305
35
0
14 Jul 2022
Convolutional Bypasses Are Better Vision Transformer Adapters
European Conference on Artificial Intelligence (ECAI), 2022
Shibo Jie
Zhi-Hong Deng
VPVLM
273
159
0
14 Jul 2022
ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning
Neural Information Processing Systems (NeurIPS), 2022
Junting Pan
Ziyi Lin
Xiatian Zhu
Jing Shao
Jiaming Song
397
264
0
27 Jun 2022
CtrlFormer: Learning Transferable State Representation for Visual Control via Transformer
International Conference on Machine Learning (ICML), 2022
Yao Mu
Shoufa Chen
Mingyu Ding
Jianyu Chen
Runjian Chen
Ping Luo
ViT
213
9
0
17 Jun 2022
FiT: Parameter Efficient Few-shot Transfer Learning for Personalized and Federated Image Classification
International Conference on Learning Representations (ICLR), 2022
Aliaksandra Shysheya
J. Bronskill
Massimiliano Patacchiola
Sebastian Nowozin
Richard Turner
3DH
FedML
256
35
0
17 Jun 2022
LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning
Neural Information Processing Systems (NeurIPS), 2022
Yi-Lin Sung
Jaemin Cho
Joey Tianyi Zhou
VLM
340
292
0
13 Jun 2022
Singular Value Fine-tuning: Few-shot Segmentation requires Few-parameters Fine-tuning
Neural Information Processing Systems (NeurIPS), 2022
Yanpeng Sun
Qiang Chen
Xiangyu He
Jian Wang
Haocheng Feng
Junyu Han
Errui Ding
Jian Cheng
Zechao Li
Jingdong Wang
240
75
0
13 Jun 2022
Neural Prompt Search
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Yuanhan Zhang
Kaiyang Zhou
Ziwei Liu
VPVLM
VLM
380
173
0
09 Jun 2022
Prefix Conditioning Unifies Language and Label Supervision
Computer Vision and Pattern Recognition (CVPR), 2022
Kuniaki Saito
Kihyuk Sohn
Xinming Zhang
Chun-Liang Li
Chen-Yu Lee
Kate Saenko
Tomas Pfister
VLM
CLIP
171
19
0
02 Jun 2022
AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition
Neural Information Processing Systems (NeurIPS), 2022
Shoufa Chen
Chongjian Ge
Zhan Tong
Jiangliu Wang
Yibing Song
Jue Wang
Ping Luo
619
932
0
26 May 2022
Prompt-based Learning for Unpaired Image Captioning
IEEE transactions on multimedia (IEEE TMM), 2022
Peipei Zhu
Tianlin Li
Lin Zhu
Zhenglong Sun
Weishi Zheng
Yaowei Wang
Chen Chen
VLM
205
45
0
26 May 2022
Deep transfer learning for image classification: a survey
J. Plested
Musa Phiri
Tom Gedeon
OOD
210
47
0
20 May 2022
Vision Transformer Adapter for Dense Predictions
International Conference on Learning Representations (ICLR), 2022
Zhe Chen
Yuchen Duan
Wenhai Wang
Junjun He
Tong Lu
Jifeng Dai
Yu Qiao
894
755
0
17 May 2022
Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning
Neural Information Processing Systems (NeurIPS), 2022
Haokun Liu
Derek Tam
Mohammed Muqeeth
Jay Mohta
Tenghao Huang
Joey Tianyi Zhou
Colin Raffel
453
1,172
0
11 May 2022
ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models
Neural Information Processing Systems (NeurIPS), 2022
Chunyuan Li
Haotian Liu
Liunian Harold Li
Pengchuan Zhang
J. Aneja
...
Ping Jin
Houdong Hu
Zicheng Liu
Yong Jae Lee
Jianfeng Gao
289
177
0
19 Apr 2022
Exploring Visual Prompts for Adapting Large-Scale Models
Hyojin Bahng
Ali Jahanian
S. Sankaranarayanan
Phillip Isola
VLM
VPVLM
LRM
380
341
0
31 Mar 2022
Prompting Visual-Language Models for Efficient Video Understanding
Chen Ju
Tengda Han
Kunhao Zheng
Ya Zhang
Weidi Xie
VPVLM
VLM
374
460
0
08 Dec 2021
Domain Prompt Learning for Efficiently Adapting CLIP to Unseen Domains
Xinyu Zhang
S. Gu
Yutaka Matsuo
Yusuke Iwasawa
VLM
317
57
0
25 Nov 2021
CLIP-Adapter: Better Vision-Language Models with Feature Adapters
International Journal of Computer Vision (IJCV), 2021
Shiyang Feng
Shijie Geng
Renrui Zhang
Teli Ma
Rongyao Fang
Zelong Li
Jiaming Song
Yu Qiao
VLM
CLIP
1.2K
1,439
0
09 Oct 2021
AAformer: Auto-Aligned Transformer for Person Re-Identification
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Kuan Zhu
Haiyun Guo
Shiliang Zhang
Yaowei Wang
Jing Liu
Jinqiao Wang
Ming Tang
ViT
316
159
0
02 Apr 2021
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