MaPLe: Multi-modal Prompt Learning

6 October 2022

Muhammad Uzair Khattak

Salman Khan

Papers citing "MaPLe: Multi-modal Prompt Learning"

50 / 384 papers shown

Title
Vision-Language Model IP Protection via Prompt-based Learning Lianyu Wang Hao Wu Huazhu Fu Daoqiang Zhang VLM Presented at ResearchTrend Connect \| VLM on 28 Mar 2025 130 0 0 04 Mar 2025
Interpretable Few-Shot Retinal Disease Diagnosis with Concept-Guided Prompting of Vision-Language Models Deval Mehta Yiwen Jiang Catherine L Jan M. He Kshitij S. Jadhav Zongyuan Ge VLM 60 0 0 04 Mar 2025
Diversity Covariance-Aware Prompt Learning for Vision-Language Models Songlin Dong Zhengdong Zhou Chenhao Ding Xinyuan Gao Alex C. Kot Yihong Gong VPVLM VLM 49 0 0 03 Mar 2025
Generalizable Prompt Learning of CLIP: A Brief Overview Fangming Cui Yonggang Zhang Xuan Wang Xule Wang Liang Xiao VPVLM VLM 161 0 0 03 Mar 2025
Re-Imagining Multimodal Instruction Tuning: A Representation View Yiyang Liu James Liang Ruixiang Tang Yugyung Lee Majid Rabbani ... Raghuveer M. Rao Lifu Huang Dongfang Liu Qifan Wang Cheng Han 135 0 0 02 Mar 2025
Unifying Light Field Perception with Field of Parallax Fei Teng Buyin Deng Boyuan Zheng Kai Luo Kunyu Peng Jiaming Zhang Kailun Yang 34 0 0 02 Mar 2025
Visual Adaptive Prompting for Compositional Zero-Shot Learning Kyle Stein A. Mahyari Guillermo A. Francia Eman El-Sheikh VLM CoGe 143 1 0 27 Feb 2025
Space Rotation with Basis Transformation for Training-free Test-Time Adaptation Chenhao Ding Xinyuan Gao Songlin Dong Yuhang He Qiang Wang Xiang Song Alex C. Kot Yihong Gong TTA VLM 99 0 0 27 Feb 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 81 0 0 27 Feb 2025
SwimVG: Step-wise Multimodal Fusion and Adaption for Visual Grounding Liangtao Shi Ting Liu Xiantao Hu Yue Hu Quanjun Yin Richang Hong ObjD 51 0 0 24 Feb 2025
Black Sheep in the Herd: Playing with Spuriously Correlated Attributes for Vision-Language Recognition Xinyu Tian Shu Zou Zhaoyuan Yang Mengqi He Jing Zhang VLM 48 0 0 19 Feb 2025
Learning Generalizable Prompt for CLIP with Class Similarity Knowledge Sehun Jung Hyang-won Lee VLM VPVLM 55 0 0 17 Feb 2025
ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification Jiangbo Shi Chen Li Tieliang Gong Yefeng Zheng Huazhu Fu VLM 65 7 0 12 Feb 2025
AquaticCLIP: A Vision-Language Foundation Model for Underwater Scene Analysis B. Alawode I. I. Ganapathi S. Javed Naoufel Werghi Mohammed Bennamoun Arif Mahmood CLIP VLM 78 1 0 03 Feb 2025
RandLoRA: Full-rank parameter-efficient fine-tuning of large models Paul Albert Frederic Z. Zhang Hemanth Saratchandran Cristian Rodriguez-Opazo Anton van den Hengel Ehsan Abbasnejad 94 0 0 03 Feb 2025
CLIP-DQA: Blindly Evaluating Dehazed Images from Global and Local Perspectives Using CLIP Yirui Zeng Jun Fu Hadi Amirpour Huasheng Wang Guanghui Yue Hantao Liu Ying Chen Wei Zhou 56 1 0 03 Feb 2025
Technical report on label-informed logit redistribution for better domain generalization in low-shot classification with foundation models Behraj Khan T. Syed 136 1 0 29 Jan 2025
Parameter-Efficient Fine-Tuning for Foundation Models Dan Zhang Tao Feng Lilong Xue Yuandong Wang Yuxiao Dong J. Tang 46 8 0 23 Jan 2025
ProKeR: A Kernel Perspective on Few-Shot Adaptation of Large Vision-Language Models Yassir Bendou Amine Ouasfi Vincent Gripon A. Boukhayma VLM 51 0 0 19 Jan 2025
When language and vision meet road safety: leveraging multimodal large language models for video-based traffic accident analysis Ruixuan Zhang Beichen Wang Juexiao Zhang Zilin Bian Chen Feng K. Ozbay 45 2 0 17 Jan 2025
Point-PRC: A Prompt Learning Based Regulation Framework for Generalizable Point Cloud Analysis Hongyu Sun Qiuhong Ke Yunhong Wang Wang Chen Kang Yang Deying Li Jianfei Cai 3DPC 83 3 0 17 Jan 2025
Differentiable Prompt Learning for Vision Language Models Zhenhan Huang Tejaswini Pedapati Pin-Yu Chen Jianxi Gao VLM 28 0 0 03 Jan 2025
YOLO-UniOW: Efficient Universal Open-World Object Detection Lihao Liu Juexiao Feng Hui Chen Ao Wang Lin Song J. Han Guiguang Ding ObjD VLM 46 2 0 31 Dec 2024
Tuning Vision-Language Models with Candidate Labels by Prompt Alignment Zhifang Zhang Yuwei Niu Xin Liu Beibei Li VPVLM VLM 67 0 0 31 Dec 2024
M-Tuning: Prompt Tuning with Mitigated Label Bias in Open-Set Scenarios Ning Liao Xiaopeng Zhang Minglu Cao Junchi Yan VPVLM VLM 63 0 0 31 Dec 2024
IV-tuning: Parameter-Efficient Transfer Learning for Infrared-Visible Tasks Yaming Zhang Chenqiang Gao Fangcen Liu Junjie Guo Lan Wang Xinggan Peng Deyu Meng 106 0 0 21 Dec 2024
Efficient Policy Adaptation with Contrastive Prompt Ensemble for Embodied Agents Wonje Choi Woo Kyung Kim SeungHyun Kim Honguk Woo 79 8 0 16 Dec 2024
UCDR-Adapter: Exploring Adaptation of Pre-Trained Vision-Language Models for Universal Cross-Domain Retrieval Haoyu Jiang Zhi-Qi Cheng Gabriel Moreira Jiawen Zhu Jingdong Sun Bukun Ren Jun-Yan He Qi Dai Xian-Sheng Hua VLM 90 0 0 14 Dec 2024
Attention Head Purification: A New Perspective to Harness CLIP for Domain Generalization Yingfan Wang Guoliang Kang VLM 82 0 0 10 Dec 2024
Retaining and Enhancing Pre-trained Knowledge in Vision-Language Models with Prompt Ensembling Donggeun Kim Yujin Jo Myungjoo Lee Taesup Kim VLM 78 0 0 10 Dec 2024
Style-Pro: Style-Guided Prompt Learning for Generalizable Vision-Language Models Niloufar Alipour Talemi Hossein Kashiani Fatemeh Afghah CLIP VLM 75 0 0 25 Nov 2024
Modality Alignment Meets Federated Broadcasting Yuting Ma Shengeng Tang Xiaohua Xu Lechao Cheng 68 1 0 24 Nov 2024
Adversarial Prompt Distillation for Vision-Language Models Lin Luo Xin Wang Bojia Zi Shihao Zhao Xingjun Ma Yu-Gang Jiang AAML VLM 79 1 0 22 Nov 2024
Panther: Illuminate the Sight of Multimodal LLMs with Instruction-Guided Visual Prompts Honglin Li Yuting Gao Chenglu Zhu Jingdong Chen M. Yang Lin Yang MLLM 89 0 0 21 Nov 2024
BiomedCoOp: Learning to Prompt for Biomedical Vision-Language Models Taha Koleilat Hojat Asgariandehkordi H. Rivaz Yiming Xiao VLM 110 0 0 21 Nov 2024
TAPT: Test-Time Adversarial Prompt Tuning for Robust Inference in Vision-Language Models Xin Wang Kai-xiang Chen Jiaming Zhang Jingjing Chen Xingjun Ma AAML VPVLM VLM 83 1 0 20 Nov 2024
Efficient Transfer Learning for Video-language Foundation Models Haoxing Chen Zizheng Huang Y. Hong Yanshuo Wang Zhongcai Lyu Zhuoer Xu Jun Lan Zhangxuan Gu VLM 54 0 0 18 Nov 2024
Decoding Visual Experience and Mapping Semantics through Whole-Brain Analysis Using fMRI Foundation Models Yanchen Wang Adam Turnbull Tiange Xiang Yunlong Xu Sa Zhou Adnan Masoud Shekoofeh Azizi F. Lin Ehsan Adeli 32 0 0 11 Nov 2024
UMFC: Unsupervised Multi-Domain Feature Calibration for Vision-Language Models Jiachen Liang Ruibing Hou Minyang Hu Hong Chang Shiguang Shan Xilin Chen VLM 41 1 0 11 Nov 2024
Self-Calibrated Tuning of Vision-Language Models for Out-of-Distribution Detection Geng Yu Jianing Zhu Jiangchao Yao Bo Han OODD 48 0 0 05 Nov 2024
Multiple Information Prompt Learning for Cloth-Changing Person Re-Identification Shengxun Wei Zan Gao Yibo Zhao Weili Guan Weili Guan Shengyong Chen 46 1 0 01 Nov 2024
Bayesian-guided Label Mapping for Visual Reprogramming C. Cai Zesheng Ye Lei Feng Jianzhong Qi Feng Liu 34 2 0 31 Oct 2024
EZ-HOI: VLM Adaptation via Guided Prompt Learning for Zero-Shot HOI Detection Qinqian Lei Bo Wang Robby T. Tan VLM 36 4 0 31 Oct 2024
Aggregate-and-Adapt Natural Language Prompts for Downstream Generalization of CLIP Chen Huang Skyler Seto Samira Abnar David Grangier Navdeep Jaitly J. Susskind VLM 51 0 0 31 Oct 2024
Theoretical Investigations and Practical Enhancements on Tail Task Risk Minimization in Meta Learning Yiqin Lv Qi Wang Dong Liang Zheng Xie 36 2 0 30 Oct 2024
Active Learning for Vision-Language Models Bardia Safaei Vishal M. Patel VLM 47 2 0 29 Oct 2024
Historical Test-time Prompt Tuning for Vision Foundation Models Jingyi Zhang Jiaxing Huang Xiaoqin Zhang Ling Shao Shijian Lu VLM 37 4 0 27 Oct 2024
Data-Efficient CLIP-Powered Dual-Branch Networks for Source-Free Unsupervised Domain Adaptation Yongguang Li Yueqi Cao Jindong Li Qi Wang Shengsheng Wang 30 1 0 21 Oct 2024
BoostAdapter: Improving Vision-Language Test-Time Adaptation via Regional Bootstrapping Taolin Zhang J. T. Wang Hang Guo Tao Dai Bin Chen Shu-Tao Xia VLM TTA 19 0 0 20 Oct 2024
IPO: Interpretable Prompt Optimization for Vision-Language Models Yingjun Du Wenfang Sun Cees G. M. Snoek VLM 25 2 0 20 Oct 2024