v1v2v3 (latest)

Prompt-aligned Gradient for Prompt Tuning

30 May 2022

Beier Zhu

Hanwang Zhang

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Papers citing "Prompt-aligned Gradient for Prompt Tuning"

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Title
LW2G: Learning Whether to Grow for Prompt-based Continual Learning Qian Feng Dawei Zhou Hanbin Zhao Chao Zhang Jiahua Dong Dengxin Dai Hui Qian VLM CLL 83 5 0 01 Jul 2025
Reliable Few-shot Learning under Dual Noises Ji Zhang Jingkuan Song Lianli Gao N. Sebe Heng Tao Shen NoLa 20 0 0 19 Jun 2025
Text to Image for Multi-Label Image Recognition with Joint Prompt-Adapter Learning Chun-Mei Feng Kai-An Yu Xinxing Xu Salman Khan Rick Siow Mong Goh Wangmeng Zuo Yong Liu VLM 135 0 0 12 Jun 2025
Improving Personalized Search with Regularized Low-Rank Parameter Updates Fiona Ryan Josef Sivic Fabian Caba Heilbron Judy Hoffman James M. Rehg Bryan C. Russell 34 0 0 11 Jun 2025
CoCoA-Mix: Confusion-and-Confidence-Aware Mixture Model for Context Optimization Dasol Hong Wooju Lee Hyun Myung 14 0 0 09 Jun 2025
Interpretable Few-Shot Image Classification via Prototypical Concept-Guided Mixture of LoRA Experts Zhong Ji Rongshuai Wei Jingren Liu Yanwei Pang Jungong Han 90 0 0 05 Jun 2025
Vocabulary-free few-shot learning for Vision-Language Models Maxime Zanella Clément Fuchs Ismail Ben Ayed Christophe De Vleeschouwer VLM 78 0 0 04 Jun 2025
PCoreSet: Effective Active Learning through Knowledge Distillation from Vision-Language Models Seongjae Kang Dong Bok Lee Hyungjoon Jang Dongseop Kim Sung Ju Hwang VLM 37 0 0 01 Jun 2025
FDBPL: Faster Distillation-Based Prompt Learning for Region-Aware Vision-Language Models Adaptation Zherui Zhang Jiaxin Wu Changwei Wang Rongtao Xu Longzhao Huang Wenhao Xu Wenbo Xu Li Guo Shibiao Xu VLM VPVLM 156 0 0 23 May 2025
Few-Shot Adversarial Low-Rank Fine-Tuning of Vision-Language Models Sajjad Ghiasvand Haniyeh Ehsani Oskouie Mahnoosh Alizadeh Ramtin Pedarsani AAML VLM 62 0 0 21 May 2025
From Local Details to Global Context: Advancing Vision-Language Models with Attention-Based Selection Lincan Cai Jingxuan Kang Shuang Li Wenxuan Ma Binhui Xie Zhida Qin Jian Liang VLM 85 0 0 19 May 2025
Generalizable Vision-Language Few-Shot Adaptation with Predictive Prompts and Negative Learning Sriram Mandalika VLM 61 0 0 16 May 2025
MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models Yuncheng Guo Xiaodong Gu OffRL VLM 75 0 0 15 May 2025
$Simple Semi-supervised Knowledge Distillation from Vision-Language Models via $\mathbf{\texttt{D}}$ual-$\mathbf{\texttt{H}}$ead $\mathbf{\texttt{O}}$ptimization$ Simple Semi-supervised Knowledge Distillation from Vision-Language Models via $\mathbf{\texttt{D}}$ ual- $\mathbf{\texttt{H}}$ ead $\mathbf{\texttt{O}}$ ptimization Seongjae Kang Dong Bok Lee Hyungjoon Jang Sung Ju Hwang VLM 100 0 0 12 May 2025
OpenworldAUC: Towards Unified Evaluation and Optimization for Open-world Prompt Tuning Cong Hua Qianqian Xu Zhiyong Yang Zitai Wang Shilong Bao Qingming Huang VLM 105 1 0 08 May 2025
Biomed-DPT: Dual Modality Prompt Tuning for Biomedical Vision-Language Models Wei Peng Kang Liu Jianchen Hu Meng Zhang VLM LM&MA 115 0 0 08 May 2025
Enhancing Target-unspecific Tasks through a Features Matrix Fangming Cui Yonggang Zhang Xuan Wang Xinmei Tian Jun Yu AAML 118 1 0 06 May 2025
POET: Prompt Offset Tuning for Continual Human Action Adaptation Prachi Garg Joseph K J V. Balasubramanian Necati Cihan Camgöz Chengde Wan Kenrick Kin Weiguang Si Shugao Ma Fernando de la Torre 131 0 0 25 Apr 2025
FrogDogNet: Fourier frequency Retained visual prompt Output Guidance for Domain Generalization of CLIP in Remote Sensing Hariseetharam Gunduboina Muhammad Haris Khan Biplab Banerjee VLM 94 0 0 23 Apr 2025
Bayesian Principles Improve Prompt Learning In Vision-Language Models Mingyu Kim Jongwoo Ko Mijung Park VLM 119 0 0 19 Apr 2025
CLIP-Powered Domain Generalization and Domain Adaptation: A Comprehensive Survey Jindong Li Yongqian Li Yali Fu Jiahong Liu Yixin Liu Menglin Yang Irwin King VLM 84 0 0 19 Apr 2025
PATFinger: Prompt-Adapted Transferable Fingerprinting against Unauthorized Multimodal Dataset Usage Weinan Zhang Ju Jia Xiaojun Jia Yihao Huang Xuzhao Li Cong Wu Lina Wang AAML 84 0 0 15 Apr 2025
FATE: A Prompt-Tuning-Based Semi-Supervised Learning Framework for Extremely Limited Labeled Data Hezhao Liu Yang Lu Mengke Li Yiqun Zhang Shreyank N Gowda Chen Gong Hanzi Wang 74 0 0 14 Apr 2025
FLOSS: Free Lunch in Open-vocabulary Semantic Segmentation Yasser Benigmim Mohammad Fahes Tuan-Hung Vu Andrei Bursuc Raoul de Charette VLM 141 0 0 14 Apr 2025
Automated Business Process Analysis: An LLM-Based Approach to Value Assessment William De Michele Abel Armas Cervantes Lea Frermann 60 1 0 09 Apr 2025
Leveraging Prompt-Tuning for Bengali Grammatical Error Explanation Using Large Language Models Subhankar Maity Aniket Deroy LRM 93 0 0 08 Apr 2025
Compositional Caching for Training-free Open-vocabulary Attribute Detection Marco Garosi Alessandro Conti Gaowen Liu Elisa Ricci Massimiliano Mancini ObjD VLM 103 0 0 24 Mar 2025
Enhancing Zero-Shot Image Recognition in Vision-Language Models through Human-like Concept Guidance Hui Liu Wenya Wang Kecheng Chen Jie Liu Yibing Liu Tiexin Qin Peisong He Xinghao Jiang Haoliang Li BDL VLM 475 0 0 20 Mar 2025
DPC: Dual-Prompt Collaboration for Tuning Vision-Language Models Haoyang Li Liang Wang Chao Wang Jing Jiang Yan Peng Guodong Long VLM 137 1 0 17 Mar 2025
TLAC: Two-stage LMM Augmented CLIP for Zero-Shot Classification Ans Munir Faisal Z. Qureshi M. H. Khan Mohsen Ali VLM 146 0 0 15 Mar 2025
Rethinking Few-Shot Adaptation of Vision-Language Models in Two Stages Matteo Farina Massimiliano Mancini Giovanni Iacca Elisa Ricci VLM 94 0 0 14 Mar 2025
ProAPO: Progressively Automatic Prompt Optimization for Visual Classification Xiangyan Qu Gaopeng Gou Jiamin Zhuang Jing Yu Kun Song Qihao Wang Yili Li Gang Xiong VLM 196 1 0 13 Mar 2025
Project-Probe-Aggregate: Efficient Fine-Tuning for Group Robustness B. Zhu Jiequan Cui Haiqi Zhang Chi Zhang 159 0 0 12 Mar 2025
Bidirectional Prototype-Reward co-Evolution for Test-Time Adaptation of Vision-Language Models Xiaozhen Qiao Peng Huang Jiakang Yuan Xianda Guo Bowen Ye Zhe Sun Xuelong Li 97 0 0 12 Mar 2025
MMRL: Multi-Modal Representation Learning for Vision-Language Models Yuncheng Guo Xiaodong Gu VLM OffRL 448 3 0 11 Mar 2025
XR-VLM: Cross-Relationship Modeling with Multi-part Prompts and Visual Features for Fine-Grained Recognition Chuanming Wang Henming Mao Huanhuan Zhang Huiyuan Fu Huadong Ma VLM 86 0 0 10 Mar 2025
Keeping Yourself is Important in Downstream Tuning Multimodal Large Language Model Wenke Huang Jian Liang Xianda Guo Yiyang Fang Guancheng Wan ... Bin Yang He Li Jiawei Shao Mang Ye Di Lin OffRL LRM MLLM KELM VLM 161 4 0 06 Mar 2025
Generalizable Prompt Learning of CLIP: A Brief Overview Fangming Cui Yonggang Zhang Xuan Wang Xule Wang Liang Xiao VPVLM VLM 518 1 0 03 Mar 2025
InPK: Infusing Prior Knowledge into Prompt for Vision-Language Models Shuchang Zhou Jiwei Wei Shiyuan He Yuyang Zhou Chaoning Zhang Jie Zou Ning Xie Yang Yang VLM VPVLM 154 0 0 27 Feb 2025
Parameter-Efficient Fine-Tuning for Foundation Models Dan Zhang Tao Feng Lilong Xue Yuandong Wang Yuxiao Dong J. Tang 232 12 0 23 Jan 2025
Point-PRC: A Prompt Learning Based Regulation Framework for Generalizable Point Cloud Analysis Hongyu Sun Qiuhong Ke Yanjie Wang Wang Chen Kang Yang Deying Li Jianfei Cai 3DPC 204 3 0 17 Jan 2025
Generalized Task-Driven Medical Image Quality Enhancement with Gradient Promotion Dong Zhang Kwang-Ting Cheng MedIm 141 0 0 03 Jan 2025
M-Tuning: Prompt Tuning with Mitigated Label Bias in Open-Set Scenarios Ning Liao Xiaopeng Zhang Minglu Cao Junchi Yan VPVLM VLM 183 0 0 31 Dec 2024
Tuning Vision-Language Models with Candidate Labels by Prompt Alignment Zhifang Zhang Yuwei Niu Xin Liu Beibei Li VPVLM VLM 119 0 0 31 Dec 2024
UNEM: UNrolled Generalized EM for Transductive Few-Shot Learning Long Zhou Fereshteh Shakeri Aymen Sadraoui Mounir Kaaniche J. Pesquet Ismail Ben Ayed VLM 186 0 0 21 Dec 2024
BiomedCoOp: Learning to Prompt for Biomedical Vision-Language Models Taha Koleilat Hojat Asgariandehkordi H. Rivaz Yiming Xiao VLM 190 1 0 21 Nov 2024
Dual-Head Knowledge Distillation: Enhancing Logits Utilization with an Auxiliary Head Penghui Yang Chen-Chen Zong Sheng-Jun Huang Lei Feng Bo An 141 1 0 13 Nov 2024
PyGen: A Collaborative Human-AI Approach to Python Package Creation Saikat Barua Mostafizur Rahman Md Jafor Sadek Rafiul Islam Shehnaz Khaled Md. Shohrab Hossain 119 2 0 13 Nov 2024
Tree of Attributes Prompt Learning for Vision-Language Models Tong Ding Wanhua Li Zhongqi Miao Hanspeter Pfister VLM 150 1 0 15 Oct 2024
Calibrated Cache Model for Few-Shot Vision-Language Model Adaptation Kun Ding Qiang Yu Haojian Zhang Gaofeng Meng Shiming Xiang VLM 59 0 0 11 Oct 2024