Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models

Neural Information Processing Systems (NeurIPS), 2022

15 September 2022

De-An Huang

Papers citing "Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models"

50 / 257 papers shown

Title
Adapting Like Humans: A Metacognitive Agent with Test-time Reasoning Yang Li Z. He Y. Huang Zhuhanling Xiao Chao Yu Meng Fang Kun Shao Jun Wang LRM VLM 81 0 0 28 Nov 2025
Annotation-Free Class-Incremental Learning Hari Chandana Kuchibhotla K S Ananth Vineeth N. Balasubramanian CLL 165 0 0 24 Nov 2025
ATAC: Augmentation-Based Test-Time Adversarial Correction for CLIP Linxiang Su András Balogh AAML 197 0 0 21 Nov 2025
Decoupled Entropy Minimization Jing Ma Hanlin Li Xiang Xiang 104 0 0 05 Nov 2025
LGCA: Enhancing Semantic Representation via Progressive Expansion Thanh Hieu Cao Trung Khang Tran Gia Thinh Pham Tuong Nghiem Diep Thanh Binh Nguyen VLM 202 0 0 01 Nov 2025
GraphChain: Large Language Models for Large-scale Graph Analysis via Tool Chaining Chunyu Wei Wenji Hu Xingjia Hao Xin Eric Wang Yifan Yang Yihao Chen Yang Tian Y. Wang AI4CE 111 0 0 01 Nov 2025
T3: Test-Time Model Merging in VLMs for Zero-Shot Medical Imaging Analysis Raza Imam Hu Wang Dwarikanath Mahapatra Mohammad Yaqub MoMe 264 0 0 31 Oct 2025
A-TPT: Angular Diversity Calibration Properties for Test-Time Prompt Tuning of Vision-Language Models Shihab Aaqil Ahamed Udaya S.K.P. Miriya Thanthrige Ranga Rodrigo Muhammad Haris Khan VLM 170 0 0 30 Oct 2025
Self-Calibrated Consistency can Fight Back for Adversarial Robustness in Vision-Language Models Jiaxiang Liu Jiawei Du Xiao Liu Prayag Tiwari Mingkun Xu AAML VLM 100 1 0 26 Oct 2025
Mint: A Simple Test-Time Adaptation of Vision-Language Models against Common Corruptions Wenxuan Bao Ruxi Deng Jingrui He VLM 180 0 0 25 Oct 2025
Class-Aware Prototype Learning with Negative Contrast for Test-Time Adaptation of Vision-Language Models Xiaozhen Qiao Jingkai Zhao Yuqiu Jiang Xianda Guo Zhe Sun Hongyuan Zhang Xuelong Li VLM 146 0 0 22 Oct 2025
Cooperative Pseudo Labeling for Unsupervised Federated Classification Kuangpu Guo Lijun Sheng Yongcan Yu Jian Liang Zilei Wang Ran He FedML VLM 128 0 0 11 Oct 2025
D-TPT: Dimensional Entropy Maximization for Calibrating Test-Time Prompt Tuning in Vision-Language Models Jisu Han Wonjun Hwang VLM 154 0 0 10 Oct 2025
TTOM: Test-Time Optimization and Memorization for Compositional Video Generation Leigang Qu Ziyang Wang Na Zheng Wenjie Wang Liqiang Nie Tat-Seng Chua 146 1 0 09 Oct 2025
Approximate Domain Unlearning for Vision-Language Models Kodai Kawamura Yuta Goto Rintaro Yanagi Hirokatsu Kataoka Go Irie MU VLM 173 0 0 09 Oct 2025
TTRV: Test-Time Reinforcement Learning for Vision Language Models Akshit Singh Shyam Marjit Wei Lin Paul Gavrikov Serena Yeung-Levy Hilde Kuehne Rogerio Feris Sivan Doveh James R. Glass Muhammad Jehanzeb Mirza VLM 197 0 0 08 Oct 2025
Bayesian Test-time Adaptation for Object Recognition and Detection with Vision-language Models Lihua Zhou Mao Ye Shuaifeng Li Nianxin Li Jinlin Wu X. Zhu Lei Deng Hongbin Liu Jiebo Luo Zhen Lei BDL VLM TTA 285 0 0 03 Oct 2025
Efficient Test-Time Scaling for Small Vision-Language Models Mehmet Onurcan Kaya Desmond Elliott Dim P. Papadopoulos VLM 154 2 0 03 Oct 2025
VLOD-TTA: Test-Time Adaptation of Vision-Language Object Detectors Atif Belal H. R. Medeiros M. Pedersoli Eric Granger ObjD VLM 104 0 0 01 Oct 2025
EMO-TTA: Improving Test-Time Adaptation of Audio-Language Models for Speech Emotion Recognition Jiacheng Shi Hongfei Du Y. Alicia Hong Ye Gao TTA VLM 132 0 0 29 Sep 2025
TRUST: Test-Time Refinement using Uncertainty-Guided SSM Traverses Sahar Dastani Ali Bahri G. A. V. Hakim Moslem Yazdanpanah Mehrdad Noori David Osowiechi Samuel Barbeau Ismail Ben Ayed H. Lombaert Christian Desrosiers TTA 187 0 0 26 Sep 2025
COLA: Context-aware Language-driven Test-time AdaptationIEEE Transactions on Image Processing (IEEE TIP), 2025 Aiming Zhang Tianyuan Yu Liang Bai Jun Tang Yanming Guo Yirun Ruan Yun Zhou Zhihe Lu TTA VLM 246 0 0 22 Sep 2025
Unleashing the Potential of Multimodal LLMs for Zero-Shot Spatio-Temporal Video Grounding Zaiquan Yang Yuhao Liu Gerhard Hancke Rynson W. H. Lau AI4TS 121 2 0 18 Sep 2025
Language-Aware Information Maximization for Transductive Few-Shot CLIP Ghassen Baklouti Maxime Zanella Ismail Ben Ayed VLM 114 0 0 30 Aug 2025
Segmentation Assisted Incremental Test Time Adaptation in an Open World Manogna Sreenivas Soma Biswas VLM TTA 238 0 0 27 Aug 2025
Plug-in Feedback Self-adaptive Attention in CLIP for Training-free Open-Vocabulary Segmentation Zhixiang Chi Yanan Wu Li Gu Huan Liu Ziqiang Wang Yang Zhang Yang Wang Konstantinos N. Plataniotis VLM 100 1 0 27 Aug 2025
Constrained Prompt Enhancement for Improving Zero-Shot Generalization of Vision-Language Models Xiaojie Yin Qilong Wang Q. Hu VLM 132 0 0 24 Aug 2025
Backpropagation-Free Test-Time Adaptation via Probabilistic Gaussian Alignment Youjia Zhang Youngeun Kim Young-Geun Choi Hongyeob Kim Huiling Liu Sungeun Hong TTA 416 0 0 21 Aug 2025
Adapting Vision-Language Models Without Labels: A Comprehensive Survey Hao Dong Lijun Sheng Jian Liang Ran He Eleni Chatzi Olga Fink OffRL VLM 196 3 0 07 Aug 2025
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Yizhe Xiong Zihan Zhou Yiwen Liang H. Chen Zijia Lin Tianxiang Hao Fan Zhang Jungong Han Guiguang Ding 213 0 0 05 Aug 2025
Towards Generalizable AI-Generated Image Detection via Image-Adaptive Prompt Learning Yiheng Li Zichang Tan Zhen Lei Xu Zhou Yang Yang 243 0 0 03 Aug 2025
Enhancing Zero-Shot Brain Tumor Subtype Classification via Fine-Grained Patch-Text Alignment Lubin Gan Jing Zhang Linhao Qu Y. X. R. Wang Siying Wu Xiaoyan Sun MedIm 212 3 0 03 Aug 2025
ODOV: Towards Open-Domain Open-Vocabulary Object Detection Yupeng Zhang Ruize Han Fangnan Zhou Song Wang Wei Feng Liang Wan ObjD VLM 145 0 0 02 Aug 2025
Multi-Cache Enhanced Prototype Learning for Test-Time Generalization of Vision-Language Models Xinyu Chen Haotian Zhai Can Zhang Xiupeng Shi Ruirui Li VLM 197 0 0 02 Aug 2025
Latte: Collaborative Test-Time Adaptation of Vision-Language Models in Federated Learning Wenxuan Bao Ruxi Deng Ruizhong Qiu Tianxin Wei Hanghang Tong Jingrui He FedML VLM TTA 271 2 0 29 Jul 2025
TAPS : Frustratingly Simple Test Time Active Learning for VLMs Dhruv Sarkar Aprameyo Chakrabartty Bibhudatta Bhanja VLM 183 0 0 26 Jul 2025
Negation-Aware Test-Time Adaptation for Vision-Language Models Haochen Han Alex Jinpeng Wang Fangming Liu Jun Zhu VLM 288 1 0 25 Jul 2025
Advancing Vision-based Human Action Recognition: Exploring Vision-Language CLIP Model for Generalisation in Domain-Independent Tasks Utkarsh Shandilya Marsha Mariya Kappan Sanyam Jain Vijeta Sharma MedIm VLM 203 0 0 24 Jul 2025
HOLa: Zero-Shot HOI Detection with Low-Rank Decomposed VLM Feature Adaptation Qinqian Lei Bo Wang R. Tan VLM 182 4 0 21 Jul 2025
One Last Attention for Your Vision-Language Model Liang Chen Ghazi Shazan Ahmad Tianjun Yao Lingqiao Liu Zhiqiang Shen VLM 204 0 0 21 Jul 2025
An Investigation of Test-time Adaptation for Audio Classification under Background Noise Weichuang Shao I. Liao Tomas Henrique Bode Maul T. Chandesa 130 1 0 21 Jul 2025
CLIPTTA: Robust Contrastive Vision-Language Test-Time Adaptation Marc Lafon Gustavo Adolfo Vargas Hakim Clément Rambour Christian Desrosier Nicolas Thome VLM 200 1 0 18 Jul 2025
Beyond the Linear Separability Ceiling: Aligning Representations in VLMs Enrico Vompa Tanel Tammet Mohit Vaishnav VLM LRM 157 0 0 10 Jul 2025
Dynamic Multimodal Prototype Learning in Vision-Language Models Xingyu Zhu Shuo Wang B. Zhu Miaoge Li Yunfan Li Junfeng Fang Zhicai Wang Dongsheng Wang Hanwang Zhang VLM 137 4 0 04 Jul 2025
Multi-encoder nnU-Net outperforms transformer models with self-supervised pretraining Seyedeh Sahar Taheri Otaghsara Reza Rahmanzadeh ViT 255 0 0 01 Jul 2025
The Illusion of Progress? A Critical Look at Test-Time Adaptation for Vision-Language Models Lijun Sheng Jian Liang Ran He Z. Wang Tieniu Tan VLM MLLM 271 1 0 30 Jun 2025
PAID: Pairwise Angular-Invariant Decomposition for Continual Test-Time Adaptation Kunyu Wang Xueyang Fu Yunfei Bao Chengjie Ge Chengzhi Cao Wei-dong Zhai Zheng-jun Zha 270 0 0 03 Jun 2025
$$\texttt{AVROBUSTBENCH}$: Benchmarking the Robustness of Audio-Visual Recognition Models at Test-Time$ $\texttt{AVROBUSTBENCH}$ : Benchmarking the Robustness of Audio-Visual Recognition Models at Test-Time Sarthak Kumar Maharana Saksham Singh Kushwaha Baoming Zhang Adrian Rodriguez Songtao Wei Yapeng Tian Yunhui Guo TTA VLM 237 0 0 31 May 2025
Conformal Prediction for Zero-Shot ModelsComputer Vision and Pattern Recognition (CVPR), 2025 Julio Silva-Rodríguez Ismail Ben Ayed Jose Dolz VLM 253 3 0 30 May 2025
Test-Time Learning for Large Language Models Jinwu Hu Zhitian Zhang Guohao Chen Xutao Wen Chao Shuai Wei Luo Bin Xiao Yuanqing Li Zhuliang Yu 374 11 0 27 May 2025