CLIP-Adapter: Better Vision-Language Models with Feature Adapters

9 October 2021

Yu Qiao

Papers citing "CLIP-Adapter: Better Vision-Language Models with Feature Adapters"

50 / 635 papers shown

Title
Dynamically evolving segment anything model with continuous learning for medical image segmentation Zhaori Liu Mengyang Li Hu Han Enli Zhang Shiguang Shan Zhiming Zhao VLM 55 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 63 1 0 06 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 44 0 0 03 Mar 2025
Unsupervised Parameter Efficient Source-free Post-pretraining Abhishek Jha Tinne Tuytelaars Yuki M. Asano OOD 40 0 0 28 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 97 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
QueryAdapter: Rapid Adaptation of Vision-Language Models in Response to Natural Language Queries N. H. Chapman Feras Dayoub Will N. Browne Christopher F. Lehnert VLM 64 0 0 26 Feb 2025
FAA-CLIP: Federated Adversarial Adaptation of CLIP Yihang Wu A. Chaddad Christian Desrosiers Tareef Daqqaq R. Kateb VLM 49 0 0 26 Feb 2025
Distributional Vision-Language Alignment by Cauchy-Schwarz Divergence Wenzhe Yin Zehao Xiao Pan Zhou Shujian Yu Jiayi Shen J. Sonke E. Gavves 34 0 0 24 Feb 2025
GNN-Coder: Boosting Semantic Code Retrieval with Combined GNNs and Transformer Yufan Ye Pu Pang Ting Zhang Hua Huang 56 0 0 24 Feb 2025
Enhancing Adversarial Robustness of Vision-Language Models through Low-Rank Adaptation Yuheng Ji Yue Liu Zhicheng Zhang Zhao Zhang Yuting Zhao Gang Zhou Xingwei Zhang Xinwang Liu Xiaolong Zheng VLM 108 4 0 21 Feb 2025
CrossOver: 3D Scene Cross-Modal Alignment S. Sarkar O. Mikšík Marc Pollefeys Daniel Barath Iro Armeni 3DPC 71 0 0 20 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 43 0 0 19 Feb 2025
Object-centric Binding in Contrastive Language-Image Pretraining Rim Assouel Pietro Astolfi Florian Bordes M. Drozdzal Adriana Romero Soriano OCL VLM CoGe 102 0 0 19 Feb 2025
Control-CLIP: Decoupling Category and Style Guidance in CLIP for Specific-Domain Generation Zexi Jia Chuanwei Huang Hongyan Fei Yeshuang Zhu Zhiqiang Yuan Jinchao Zhang Jie Zhou DiffM VLM 60 0 0 17 Feb 2025
Learning Generalizable Prompt for CLIP with Class Similarity Knowledge Sehun Jung Hyang-won Lee VLM VPVLM 51 0 0 17 Feb 2025
Simulations of Common Unsupervised Domain Adaptation Algorithms for Image Classification A. Chaddad Yihang Wu Yuchen Jiang Ahmed Bouridane Christian Desrosiers 58 1 0 15 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 60 5 0 12 Feb 2025
Vision-Language Models for Edge Networks: A Comprehensive Survey Ahmed Sharshar Latif U. Khan Waseem Ullah Mohsen Guizani VLM 62 2 0 11 Feb 2025
DesCLIP: Robust Continual Adaptation via General Attribute Descriptions for Pretrained Vision-Language Models Chiyuan He Zihuan Qiu Fanman Meng Linfeng Xu Q. Wu H. Li VLM CLL KELM 58 0 0 02 Feb 2025
Technical report on label-informed logit redistribution for better domain generalization in low-shot classification with foundation models Behraj Khan T. Syed 59 1 0 29 Jan 2025
Parameter-Efficient Fine-Tuning for Foundation Models Dan Zhang Tao Feng Lilong Xue Yuandong Wang Yuxiao Dong J. Tang 37 6 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
Continual Test-Time Adaptation for Single Image Defocus Deblurring via Causal Siamese Networks Shuang Cui Yi Li Jiangmeng Li Xiongxin Tang Bing-Huang Su Fanjiang Xu Hui Xiong 51 0 0 15 Jan 2025
SST-EM: Advanced Metrics for Evaluating Semantic, Spatial and Temporal Aspects in Video Editing Varun Biyyala Bharat Chanderprakash Kathuria Jialu Li Youshan Zhang 50 0 0 13 Jan 2025
Toward Realistic Camouflaged Object Detection: Benchmarks and Method Zhimeng Xin Tianxu Wu Shiming Chen Shuo Ye Zijing Xie Yixiong Zou Xinge You Yufei Guo 31 0 0 13 Jan 2025
A Multi-Modal Deep Learning Framework for Pan-Cancer Prognosis Binyu Zhang Shichao Li Junpeng Jian Zhu Meng Limei Guo Zhicheng Zhao 29 0 0 13 Jan 2025
Concept Matching with Agent for Out-of-Distribution Detection YuXiao Lee Xiaofeng Cao Jingcai Guo Wei Ye Qing-Wu Guo Yi Chang 49 0 0 08 Jan 2025
Tuning Vision-Language Models with Candidate Labels by Prompt Alignment Zhifang Zhang Yuwei Niu Xin Liu Beibei Li VPVLM VLM 54 0 0 31 Dec 2024
Towards Visual Grounding: A Survey Linhui Xiao Xiaoshan Yang X. Lan Yaowei Wang Changsheng Xu ObjD 46 3 0 31 Dec 2024
COBRA: COmBinatorial Retrieval Augmentation for Few-Shot Adaptation Arnav M. Das Gantavya Bhatt Lilly Kumari Sahil Verma J. Bilmes 29 0 0 23 Dec 2024
MVREC: A General Few-shot Defect Classification Model Using Multi-View Region-Context Shuai Lyu Fangjian Liao Zeqi Ma Rongchen Zhang Dongmei Mo W. Wong 74 0 0 22 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 77 0 0 21 Dec 2024
Cross-Modal Few-Shot Learning with Second-Order Neural Ordinary Differential Equations Yi Zhang Chun-Wun Cheng Junyi He Zhihai He Carola-Bibiane Schonlieb Yuyan Chen Angelica I Aviles-Rivero AI4TS 75 0 0 20 Dec 2024
CRoF: CLIP-based Robust Few-shot Learning on Noisy Labels Shizhuo Deng Bowen Han Jiaqi Chen Hao Wang Dongyue Chen Tong Jia VLM NoLa 69 0 0 17 Dec 2024
Text and Image Are Mutually Beneficial: Enhancing Training-Free Few-Shot Classification with CLIP Yayuan Li Jintao Guo Lei Qi Wenbin Li Yinghuan Shi VLM CLIP 74 0 0 16 Dec 2024
Enhance Vision-Language Alignment with Noise Sida Huang Hongyuan Zhang Xuelong Li VLM 72 1 0 14 Dec 2024
Attention Head Purification: A New Perspective to Harness CLIP for Domain Generalization Yingfan Wang Guoliang Kang VLM 74 0 0 10 Dec 2024
Expanding Event Modality Applications through a Robust CLIP-Based Encoder SungHeon Jeong Hanning Chen Sanggeon Yun Suhyeon Cho Wenjun Huang Xiangjian Liu Mohsen Imani 98 1 0 04 Dec 2024
Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting Linhai Zhuo Zheng Wang Yuqian Fu Tianwen Qian VLM 69 1 0 01 Dec 2024
Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot Models Kaican Li Weiyan Xie Yongxiang Huang Didan Deng Lanqing Hong Z. Li Ricardo Silva N. Zhang 62 0 0 29 Nov 2024
CLIP meets DINO for Tuning Zero-Shot Classifier using Unlabeled Image Collections Mohamed Fazli Mohamed Imam Rufael Fedaku Marew Jameel Hassan M. Fiaz Alham Fikri Aji Hisham Cholakkal VLM 85 0 0 28 Nov 2024
Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image Analysis Weiqin Zhao Ziyu Guo Yinshuang Fan Yuming Jiang Maximus C. F. Yeung Lequan Yu 66 3 0 27 Nov 2024
Words Matter: Leveraging Individual Text Embeddings for Code Generation in CLIP Test-Time Adaptation Shambhavi Mishra Julio Silva-Rodrıguez Ismail ben Ayed M. Pedersoli Jose Dolz VLM 75 1 0 26 Nov 2024
DoubleCCA: Improving Foundation Model Group Robustness with Random Sentence Embeddings Hong Liu Yitong Lu 70 0 0 25 Nov 2024
Style-Pro: Style-Guided Prompt Learning for Generalizable Vision-Language Models Niloufar Alipour Talemi Hossein Kashiani Fatemeh Afghah CLIP VLM 62 0 0 25 Nov 2024
Modality Alignment Meets Federated Broadcasting Yuting Ma Shengeng Tang Xiaohua Xu Lechao Cheng 68 1 0 24 Nov 2024
Test-time Alignment-Enhanced Adapter for Vision-Language Models Baoshun Tong Kaiyu Song Hanjiang Lai VLM 65 0 0 24 Nov 2024
PriorDiffusion: Leverage Language Prior in Diffusion Models for Monocular Depth Estimation Ziyao Zeng Jingcheng Ni Daniel Wang Patrick Rim Younjoon Chung Fengyu Yang Byung-Woo Hong A. Wong DiffM MDE 93 2 0 24 Nov 2024
FairAdapter: Detecting AI-generated Images with Improved Fairness Feng Ding Jun Zhang Xinan He Jianfeng Xu DiffM 83 2 0 22 Nov 2024