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2209.07511
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Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models
Neural Information Processing Systems (NeurIPS), 2022
15 September 2022
Manli Shu
Weili Nie
De-An Huang
Zhiding Yu
Tom Goldstein
Anima Anandkumar
Chaowei Xiao
VLM
VPVLM
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Papers citing
"Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models"
50 / 257 papers shown
Sensitivity of Generative VLMs to Semantically and Lexically Altered Prompts
Sri Harsha Dumpala
Aman Jaiswal
Chandramouli Shama Sastry
E. Milios
Sageev Oore
Hassan Sajjad
VLM
310
3
0
16 Oct 2024
Dual Prototype Evolving for Test-Time Generalization of Vision-Language Models
Neural Information Processing Systems (NeurIPS), 2024
Ce Zhang
Simon Stepputtis
Katia Sycara
Yaqi Xie
VLM
261
23
0
16 Oct 2024
Is Less More? Exploring Token Condensation as Training-free Test-time Adaptation
Zixin Wang
Dong Gong
Sen Wang
Zi Huang
Yadan Luo
VLM
382
0
0
16 Oct 2024
A Survey of Low-shot Vision-Language Model Adaptation via Representer Theorem
Kun Ding
Ying Wang
Gaofeng Meng
Shiming Xiang
VLM
282
0
0
15 Oct 2024
LatteCLIP: Unsupervised CLIP Fine-Tuning via LMM-Synthetic Texts
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Anh-Quan Cao
M. Jaritz
Matthieu Guillaumin
Raoul de Charette
Loris Bazzani
VLM
CLIP
347
4
0
10 Oct 2024
GLOV: Guided Large Language Models as Implicit Optimizers for Vision Language Models
Muhammad Jehanzeb Mirza
Mengjie Zhao
Zhuoyuan Mao
Sivan Doveh
Wei Lin
...
Yuki Mitsufuji
Horst Possegger
Rogerio Feris
Leonid Karlinsky
James Glass
VLM
658
3
0
08 Oct 2024
DaWin: Training-free Dynamic Weight Interpolation for Robust Adaptation
International Conference on Learning Representations (ICLR), 2024
Changdae Oh
Yixuan Li
Kyungwoo Song
Sangdoo Yun
Dongyoon Han
OOD
MoMe
464
15
0
03 Oct 2024
PASS:Test-Time Prompting to Adapt Styles and Semantic Shapes in Medical Image Segmentation
IEEE Transactions on Medical Imaging (IEEE TMI), 2024
Chuyan Zhang
Hao Zheng
Xin You
Yefeng Zheng
Yun Gu
VLM
OOD
MedIm
233
8
0
02 Oct 2024
DOTA: Distributional Test-Time Adaptation of Vision-Language Models
Zongbo Han
Jialong Yang
Guangyu Wang
Junfan Li
Qianli Xu
Mike Zheng Shou
Changqing Zhang
TTA
VLM
414
10
0
28 Sep 2024
Attention Prompting on Image for Large Vision-Language Models
European Conference on Computer Vision (ECCV), 2024
Runpeng Yu
Weihao Yu
Xinchao Wang
VLM
375
28
0
25 Sep 2024
How Does Diverse Interpretability of Textual Prompts Impact Medical Vision-Language Zero-Shot Tasks?
Sicheng Wang
Che Liu
Rossella Arcucci
VLM
MedIm
432
1
0
31 Aug 2024
PromptSmooth: Certifying Robustness of Medical Vision-Language Models via Prompt Learning
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Noor Hussein
Fahad Shamshad
Muzammal Naseer
Karthik Nandakumar
AAML
325
10
0
29 Aug 2024
Dual-Path Adversarial Lifting for Domain Shift Correction in Online Test-time Adaptation
European Conference on Computer Vision (ECCV), 2024
Yushun Tang
Shuoshuo Chen
Zhihe Lu
Xinchao Wang
Zhihai He
378
2
0
26 Aug 2024
Online Zero-Shot Classification with CLIP
European Conference on Computer Vision (ECCV), 2024
Qi Qian
Juhua Hu
VLM
189
21
0
23 Aug 2024
XDT-CXR: Investigating Cross-Disease Transferability in Zero-Shot Binary Classification of Chest X-Rays
Machine Learning in Health Care (MLHC), 2024
Umaima Rahman
Abhishek Basu
Muhammad Uzair Khattak
Aniq Ur Rahman
MedIm
198
0
0
21 Aug 2024
Efficient Test-Time Prompt Tuning for Vision-Language Models
Yuhan Zhu
Guozhen Zhang
Chen Xu
Haocheng Shen
Xiaoxin Chen
Gangshan Wu
Limin Wang
VLM
281
8
0
11 Aug 2024
LI-TTA: Language Informed Test-Time Adaptation for Automatic Speech Recognition
Interspeech (Interspeech), 2024
Eunseop Yoon
Hee Suk Yoon
John Harvill
M. Hasegawa-Johnson
Chang D. Yoo
TTA
VLM
222
2
0
11 Aug 2024
On the Element-Wise Representation and Reasoning in Zero-Shot Image Recognition: A Systematic Survey
Jingcai Guo
Zhijie Rao
Zhi Chen
Song Guo
Jingren Zhou
Dacheng Tao
268
7
0
09 Aug 2024
FastEdit: Fast Text-Guided Single-Image Editing via Semantic-Aware Diffusion Fine-Tuning
Zhi Chen
Zecheng Zhao
Yadan Luo
Zi Huang
DiffM
194
6
0
06 Aug 2024
ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models
Ming-Kuan Wu
Xinyue Cai
Jiayi Ji
Jiale Li
Oucheng Huang
Gen Luo
Hao Fei
Xiaoshuai Sun
Rongrong Ji
MLLM
327
29
0
31 Jul 2024
Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey
Atsuyuki Miyai
Jingkang Yang
Jingyang Zhang
Yifei Ming
Sisir Dhakal
...
Yixuan Li
Hai "Helen" Li
Ziwei Liu
Toshihiko Yamasaki
Kiyoharu Aizawa
367
29
0
31 Jul 2024
Take A Step Back: Rethinking the Two Stages in Visual Reasoning
European Conference on Computer Vision (ECCV), 2024
Mingyu Zhang
Jiting Cai
Mingyu Liu
Yue Xu
Cewu Lu
Yong-Lu Li
LRM
218
9
0
29 Jul 2024
Test-Time Low Rank Adaptation via Confidence Maximization for Zero-Shot Generalization of Vision-Language Models
Raza Imam
Hanan Gani
Muhammad Huzaifa
Karthik Nandakumar
VLM
144
13
0
22 Jul 2024
Craft: Cross-modal Aligned Features Improve Robustness of Prompt Tuning
Jingchen Sun
Rohan Sharma
Vishnu Suresh Lokhande
Changyou Chen
320
0
0
22 Jul 2024
Rethinking Domain Adaptation and Generalization in the Era of CLIP
Ruoyu Feng
Tao Yu
Xin Jin
Xiaoyuan Yu
Lei Xiao
Zhibo Chen
VLM
265
6
0
21 Jul 2024
Robust Calibration of Large Vision-Language Adapters
Balamurali Murugesan
Julio Silva-Rodríguez
Ismail Ben Ayed
Jose Dolz
OODD
VLM
315
20
0
18 Jul 2024
CoAPT: Context Attribute words for Prompt Tuning
Gun Lee
Subin An
Sungyong Baik
Soochahn Lee
VPVLM
VLM
268
2
0
18 Jul 2024
NODE-Adapter: Neural Ordinary Differential Equations for Better Vision-Language Reasoning
Yi Zhang
Chun-Wun Cheng
Ke Yu
Zhihai He
Carola-Bibiane Schonlieb
Angelica I Aviles-Rivero
VLM
235
3
0
11 Jul 2024
Enhancing Robustness of Vision-Language Models through Orthogonality Learning and Cross-Regularization
Jinlong Li
Zequn Jie
Elisa Ricci
Lin Ma
Andrii Zadaianchuk
VLM
340
1
0
11 Jul 2024
AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation
Yuhan Zhu
Yuyang Ji
Zhiyu Zhao
Gangshan Wu
Limin Wang
VLM
317
24
0
05 Jul 2024
SAFT: Towards Out-of-Distribution Generalization in Fine-Tuning
Bac Nguyen
Stefan Uhlich
Fabien Cardinaux
Lukas Mauch
Marzieh Edraki
Aaron Courville
OODD
CLL
VLM
377
8
0
03 Jul 2024
Learning Visual Conditioning Tokens to Correct Domain Shift for Fully Test-time Adaptation
Yushun Tang
Shuoshuo Chen
Zhehan Kan
Yi Zhang
Qinghai Guo
Zhihai He
314
5
0
27 Jun 2024
WATT: Weight Average Test-Time Adaptation of CLIP
David Osowiechi
Mehrdad Noori
G. A. V. Hakim
Moslem Yazdanpanah
Ali Bahri
Milad Cheraghalikhani
Sahar Dastani
Farzad Beizaee
Ismail Ben Ayed
Christian Desrosiers
VLM
234
22
0
19 Jun 2024
BaFTA: Backprop-Free Test-Time Adaptation For Zero-Shot Vision-Language Models
Xuefeng Hu
Ke Zhang
Min Sun
Albert Y. C. Chen
Cheng-Hao Kuo
Ram Nevatia
VLM
145
3
0
17 Jun 2024
Candidate Pseudolabel Learning: Enhancing Vision-Language Models by Prompt Tuning with Unlabeled Data
International Conference on Machine Learning (ICML), 2024
Jiahan Zhang
Qinglai Wei
Feng Liu
Lei Feng
VLM
221
20
0
15 Jun 2024
Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models
Jinhao Li
Haopeng Li
S. Erfani
Bingquan Shen
James Bailey
Feng Liu
VLM
311
24
0
05 Jun 2024
Language-guided Detection and Mitigation of Unknown Dataset Bias
Zaiying Zhao
Soichiro Kumano
Toshihiko Yamasaki
233
2
0
05 Jun 2024
Boosting Vision-Language Models with Transduction
Maxime Zanella
Benoît Gérin
Ismail Ben Ayed
VLM
240
20
0
03 Jun 2024
DeCoOp: Robust Prompt Tuning with Out-of-Distribution Detection
Zhi Zhou
Ming Yang
Jiang-Xin Shi
Lan-Zhe Guo
Yu-Feng Li
OODD
VLM
222
12
0
01 Jun 2024
Efficient Open Set Single Image Test Time Adaptation of Vision Language Models
Manogna Sreenivas
Soma Biswas
VLM
399
0
0
01 Jun 2024
Low-Rank Few-Shot Adaptation of Vision-Language Models
Maxime Zanella
Ismail Ben Ayed
OffRL
VLM
212
87
0
28 May 2024
Frustratingly Easy Test-Time Adaptation of Vision-Language Models
Matteo Farina
Gianni Franchi
Giovanni Iacca
Goran Frehse
Elisa Ricci
VLM
283
21
0
28 May 2024
A Lost Opportunity for Vision-Language Models: A Comparative Study of Online Test-time Adaptation for Vision-Language Models
Mario Döbler
Robert A. Marsden
Tobias Raichle
Bin Yang
VLM
208
10
0
23 May 2024
SHiNe: Semantic Hierarchy Nexus for Open-vocabulary Object Detection
Computer Vision and Pattern Recognition (CVPR), 2024
Mingxuan Liu
Tyler L. Hayes
Elisa Ricci
G. Csurka
Riccardo Volpi
ObjD
281
9
0
16 May 2024
Dual-Image Enhanced CLIP for Zero-Shot Anomaly Detection
Zhaoxiang Zhang
Hanqiu Deng
Jinan Bao
Xingyu Li
VLM
268
7
0
08 May 2024
Adapting to Distribution Shift by Visual Domain Prompt Generation
International Conference on Learning Representations (ICLR), 2024
Zhixiang Chi
Li Gu
Tao Zhong
Huan Liu
Yuanhao Yu
Konstantinos N Plataniotis
Yang Wang
VLM
OOD
250
20
0
05 May 2024
On the test-time zero-shot generalization of vision-language models: Do we really need prompt learning?
Computer Vision and Pattern Recognition (CVPR), 2024
Maxime Zanella
Ismail Ben Ayed
VLM
MLLM
236
49
0
03 May 2024
Revisiting the Adversarial Robustness of Vision Language Models: a Multimodal Perspective
Wanqi Zhou
Shuanghao Bai
Qibin Zhao
Badong Chen
VLM
AAML
304
20
0
30 Apr 2024
AAPL: Adding Attributes to Prompt Learning for Vision-Language Models
Gahyeon Kim
Sohee Kim
Seokju Lee
VLM
251
17
0
25 Apr 2024
Multi-Modal Proxy Learning Towards Personalized Visual Multiple Clustering
Jiawei Yao
Qi Qian
Juhua Hu
184
23
0
24 Apr 2024
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