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
MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language Models Yuncheng Guo Xiaodong Gu OffRL VLM 27 0 0 15 May 2025
Decoupled Multimodal Prototypes for Visual Recognition with Missing Modalities Jueqing Lu Yuanyuan Qi Xiaohao Yang Shujie Zhou Lan Du 29 0 0 13 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 57 0 0 12 May 2025
Causal Prompt Calibration Guided Segment Anything Model for Open-Vocabulary Multi-Entity Segmentation Jingyao Wang Jianqi Zhang Wenwen Qiang Changwen Zheng VLM 37 0 0 10 May 2025
Biomed-DPT: Dual Modality Prompt Tuning for Biomedical Vision-Language Models Wei Peng Kang Liu Jianchen Hu Meng Zhang VLM LM&MA 50 0 0 08 May 2025
Learning Knowledge-based Prompts for Robust 3D Mask Presentation Attack Detection Fangling Jiang Qi Li Bing Liu Weining Wang Caifeng Shan Zhenan Sun Ming-Hsuan Yang 138 0 0 06 May 2025
Diff-Prompt: Diffusion-Driven Prompt Generator with Mask Supervision Weicai Yan Wang Lin Zirun Guo Ye Wang Fangming Feng Xiaoda Yang Z. Wang Tao Jin DiffM 120 2 0 30 Apr 2025
FedMVP: Federated Multi-modal Visual Prompt Tuning for Vision-Language Models Mainak Singha Subhankar Roy Sarthak Mehrotra Ankit Jha Moloud Abdar Biplab Banerjee Elisa Ricci VLM VPVLM 119 0 0 29 Apr 2025
Token-Level Prompt Mixture with Parameter-Free Routing for Federated Domain Generalization Shuai Gong C. Cui Xiaolin Dong Xiushan Nie Lei Zhu Xiaojun Chang FedML MoE 59 0 0 29 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 47 0 0 23 Apr 2025
Bayesian Principles Improve Prompt Learning In Vision-Language Models Mingyu Kim Jongwoo Ko Mijung Park VLM 38 0 0 19 Apr 2025
CLIP-Powered Domain Generalization and Domain Adaptation: A Comprehensive Survey Jindong Li Y. Li Yali Fu Jiahong Liu Yixin Liu Menglin Yang Irwin King VLM 38 0 0 19 Apr 2025
Revisiting CLIP for SF-OSDA: Unleashing Zero-Shot Potential with Adaptive Threshold and Training-Free Feature Filtering Y. Li Jindong Li Qi Wang Qianli Xing Runliang Niu Shengsheng Wang Menglin Yang VLM 40 0 0 19 Apr 2025
Post-pre-training for Modality Alignment in Vision-Language Foundation Models Shinýa Yamaguchi Dewei Feng Sekitoshi Kanai Kazuki Adachi Daiki Chijiwa VLM 34 0 0 17 Apr 2025
Logits DeConfusion with CLIP for Few-Shot Learning Shuo Li F. Liu Zehua Hao X. Wang Lingling Li X. Liu Puhua Chen Wenping Ma VLM 49 0 0 16 Apr 2025
DMPT: Decoupled Modality-aware Prompt Tuning for Multi-modal Object Re-identification Minghui Lin Shu Wang Xiang Wang Jianhua Tang Longbin Fu Zhengrong Zuo Nong Sang VLM 42 0 0 15 Apr 2025
FLOSS: Free Lunch in Open-vocabulary Semantic Segmentation Yasser Benigmim Mohammad Fahes Tuan-Hung Vu Andrei Bursuc Raoul de Charette VLM 37 0 0 14 Apr 2025
UP-Person: Unified Parameter-Efficient Transfer Learning for Text-based Person Retrieval Yating Liu Yaowei Li Xiangyuan Lan Wenming Yang Zimo Liu Q. Liao 31 0 0 14 Apr 2025
Domain Generalization for Face Anti-spoofing via Content-aware Composite Prompt Engineering J. Guo Ajian Liu Yunfeng Diao J. Zhang Hui Ma Bo Zhao Richang Hong Meng Wang 21 0 0 06 Apr 2025
CLIP-SLA: Parameter-Efficient CLIP Adaptation for Continuous Sign Language Recognition Sarah Alyami H. Luqman SLR VLM 67 0 0 02 Apr 2025
CIBR: Cross-modal Information Bottleneck Regularization for Robust CLIP Generalization Yingrui Ji Xi Xiao Gaofei Chen Hao Xu Chenrui Ma Lijing Zhu Aokun Liang Jiansheng Chen VLM 48 0 0 31 Mar 2025
COSMIC: Clique-Oriented Semantic Multi-space Integration for Robust CLIP Test-Time Adaptation Fanding Huang Jingyan Jiang Qinting Jiang Hebei Li Faisal Nadeem Khan Zhi Wang VLM 52 0 0 30 Mar 2025
Aurelia: Test-time Reasoning Distillation in Audio-Visual LLMs Sanjoy Chowdhury Hanan Gani Nishit Anand Sayan Nag Ruohan Gao Mohamed Elhoseiny Salman Khan Dinesh Manocha LRM 49 0 0 29 Mar 2025
Rethinking Vision-Language Model in Face Forensics: Multi-Modal Interpretable Forged Face Detector Xiao Guo Xiufeng Song Yue Zhang Xiaohong Liu X. Liu 58 1 0 26 Mar 2025
Feature Calibration enhanced Parameter Synthesis for CLIP-based Class-incremental Learning J. Guo Xiaoguang Zhu Xiaoguang Zhu Lianlong Sun Liangyu Teng Y. Liu Di Li Wei Zhou Liang Song CLL VLM 59 1 0 24 Mar 2025
Mitigating Cache Noise in Test-Time Adaptation for Large Vision-Language Models Haotian Zhai Xinyu Chen Can Zhang Tianming Sha Ruirui Li BDL VLM 67 0 0 24 Mar 2025
FisherTune: Fisher-Guided Robust Tuning of Vision Foundation Models for Domain Generalized Segmentation Dong Zhao Jinlong Li Shuang Wang Mengyao Wu Qi Zang N. Sebe Zhun Zhong 141 0 0 23 Mar 2025
MAO: Efficient Model-Agnostic Optimization of Prompt Tuning for Vision-Language Models Haoyang Li Siyu Zhou Liang Wang Guodong Long VLM 75 0 0 23 Mar 2025
Visual Variational Autoencoder Prompt Tuning Xi Xiao Yunbei Zhang Y. Li Xingjian Li Tianyang Wang Jihun Hamm X. Wang Min Xu VPVLM VLM 58 0 0 22 Mar 2025
ProDehaze: Prompting Diffusion Models Toward Faithful Image Dehazing Tianwen Zhou Jing Wang Songtao Wu Kuanhong Xu DiffM 46 0 0 21 Mar 2025
PromptHash: Affinity-Prompted Collaborative Cross-Modal Learning for Adaptive Hashing Retrieval Qiang Zou Shuli Cheng Jiayi Chen 50 0 0 20 Mar 2025
Probabilistic Prompt Distribution Learning for Animal Pose Estimation Jiyong Rao Brian Nlong Zhao Yu Wang VLM VPVLM 69 0 0 20 Mar 2025
STOP: Integrated Spatial-Temporal Dynamic Prompting for Video Understanding Zichen Liu Kunlun Xu Bing-Huang Su Xu Zou Yuxin Peng Jiahuan Zhou VLM AI4TS 65 1 0 20 Mar 2025
OSLoPrompt: Bridging Low-Supervision Challenges and Open-Set Domain Generalization in CLIP M. Cui Divyam Gupta Mainak Singha Sai Bhargav Rongali Ankit Jha Muhammad Haris Khan Biplab Banerjee VLM 53 1 0 20 Mar 2025
Visual Position Prompt for MLLM based Visual Grounding Wei Tang Yanpeng Sun Qinying Gu Zechao Li VLM 50 0 0 19 Mar 2025
Optimal Transport Adapter Tuning for Bridging Modality Gaps in Few-Shot Remote Sensing Scene Classification Zhong Ji Ci Liu Jingren Liu Chen Tang Yanwei Pang X. Li OT 51 0 0 19 Mar 2025
DPC: Dual-Prompt Collaboration for Tuning Vision-Language Models Haoyang Li Liang Wang Chao Wang Jing Jiang Yan Peng Guodong Long VLM 64 1 0 17 Mar 2025
Evolution-based Region Adversarial Prompt Learning for Robustness Enhancement in Vision-Language Models X. Jia Sensen Gao Simeng Qin Ke Ma X. Li Yihao Huang Wei Dong Yang Liu Xiaochun Cao AAML VLM 60 0 0 17 Mar 2025
SCAP: Transductive Test-Time Adaptation via Supportive Clique-based Attribute Prompting Chenyu Zhang Kunlun Xu Zichen Liu Yuxin Peng Jiahuan Zhou VLM 55 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 70 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 53 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 83 0 0 13 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 60 0 0 12 Mar 2025
MMRL: Multi-Modal Representation Learning for Vision-Language Models Yuncheng Guo Xiaodong Gu VLM OffRL 129 1 0 11 Mar 2025
Continual Learning for Multiple Modalities Hyundong Jin Eunwoo Kim CLL 64 0 0 11 Mar 2025
CAPT: Class-Aware Prompt Tuning for Federated Long-Tailed Learning with Vision-Language Model Shihao Hou Xinyi Shang Shreyank N Gowda Yang Lu Chao-Xiang Wu Yan Yan Hanzi Wang VLM 50 0 0 10 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 45 0 0 10 Mar 2025
Chameleon: On the Scene Diversity and Domain Variety of AI-Generated Videos Detection Meiyu Zeng Xingming Liao C. L. Philip Chen Nankai Lin Zhuowei Wang Chong Chen Aimin Yang 50 1 0 09 Mar 2025
Towards Ambiguity-Free Spatial Foundation Model: Rethinking and Decoupling Depth Ambiguity Xiaohao Xu Feng Xue X. Li Haowei Li S. M. I. Simon X. Yang T. Zhang Matthew Johnson-Roberson Xiaonan Huang 3DV 43 0 0 08 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 Bo Du OffRL LRM MLLM KELM VLM 65 1 0 06 Mar 2025