AD-CLIP: Adapting Domains in Prompt Space Using CLIP

10 August 2023

Mainak Singha

Harsh Pal

Ankit Jha

Biplab Banerjee

VLM

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Papers citing "AD-CLIP: Adapting Domains in Prompt Space Using CLIP"

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Title
Knowledge-Aligned Counterfactual-Enhancement Diffusion Perception for Unsupervised Cross-Domain Visual Emotion Recognition Wen Yin Yong Wang Guiduo Duan Dongyang Zhang Xin Hu Yuan-Fang Li Tao He 125 0 0 26 May 2025
Revisiting CLIP for SF-OSDA: Unleashing Zero-Shot Potential with Adaptive Threshold and Training-Free Feature Filtering Yongqian Li Jindong Li Qi Wang Qianli Xing Runliang Niu Shengsheng Wang Menglin Yang VLM 130 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
ViLAaD: Enhancing "Attracting and Dispersing'' Source-Free Domain Adaptation with Vision-and-Language Model Shuhei Tarashima Xinqi Shu Norio Tagawa VLM 79 0 0 30 Mar 2025
Large Self-Supervised Models Bridge the Gap in Domain Adaptive Object Detection Marc-Antoine Lavoie Anas Mahmoud Steven Waslander 122 0 0 29 Mar 2025
Towards Ambiguity-Free Spatial Foundation Model: Rethinking and Decoupling Depth Ambiguity Xiaohao Xu Feng Xue Xianrui Li Haowei Li Steve Yang Tianze Zhang Matthew Johnson-Roberson Xiaonan Huang 3DV 70 0 0 08 Mar 2025
Vision-aware Multimodal Prompt Tuning for Uploadable Multi-source Few-shot Domain Adaptation Kuanghong Liu Jin Wang Kangjian He Dan Xu Xuejie Zhang 132 0 0 08 Mar 2025
FAA-CLIP: Federated Adversarial Adaptation of CLIP Yihang Wu Ahmad Chaddad Christian Desrosiers Tareef Daqqaq R. Kateb VLM 102 0 0 26 Feb 2025
Model Adaptation: Unsupervised Domain Adaptation without Source Data Rui Li Qianfen Jiao Wenming Cao Hau-San Wong Si Wu OOD 317 493 0 26 Feb 2025
DRIVE: Dual-Robustness via Information Variability and Entropic Consistency in Source-Free Unsupervised Domain Adaptation Ruiqiang Xiao Songning Lai Yijun Yang Jiemin Wu Yutao Yue Lei Zhu AAML 126 0 0 24 Nov 2024
Recall and Refine: A Simple but Effective Source-free Open-set Domain Adaptation Framework Ismail Nejjar Hao Dong Olga Fink TTA BDL 113 4 0 19 Nov 2024
Nearest Neighbor Normalization Improves Multimodal Retrieval Neil Chowdhury Franklin Wang Sumedh Shenoy Douwe Kiela Sarah Schwettmann Tristan Thrush VLM 132 3 0 31 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 88 1 0 21 Oct 2024
DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object Detection Haoyang Li Rui Zhang Hantao Yao X. Zhang Yifan Hao Xinkai Song Xiaqing Li Yongwei Zhao Ling Li Yunji Chen ObjD VLM 114 5 0 11 Oct 2024
LARE: Latent Augmentation using Regional Embedding with Vision-Language Model Kosuke Sakurai Tatsuya Ishii Ryotaro Shimizu Linxin Song Masayuki Goto VLM 76 0 0 19 Sep 2024
COSMo: CLIP Talks on Open-Set Multi-Target Domain Adaptation Munish Monga Sachin Kumar Giroh Ankit Jha Mainak Singha Biplab Banerjee Jocelyn Chanussot 111 2 0 31 Aug 2024
Elevating All Zero-Shot Sketch-Based Image Retrieval Through Multimodal Prompt Learning Mainak Singha Ankit Jha Divyam Gupta Pranav Singla Biplab Banerjee VLM 92 1 0 05 Jul 2024
E2MPL:An Enduring and Efficient Meta Prompt Learning Framework for Few-shot Unsupervised Domain Adaptation Wanqi Yang Haoran Wang Lei Wang Ge Song Yang Gao Yang Gao 90 0 0 04 Jul 2024
CLIP the Divergence: Language-guided Unsupervised Domain Adaptation Jinjing Zhu Yucheng Chen Lin Wang VLM 93 3 0 01 Jul 2024
Enhancing Domain Adaptation through Prompt Gradient Alignment Hoang Phan Lam C. Tran Quyen Tran Trung Le 173 1 0 13 Jun 2024
Proxy Denoising for Source-Free Domain Adaptation Song Tang Wenxin Su Mao Ye Jianwei Zhang Xiatian Zhu Xiatian Zhu 157 2 0 03 Jun 2024
Empowering Source-Free Domain Adaptation via MLLM-Guided Reliability-Based Curriculum Learning Dongjie Chen Kartik Patwari Zhengfeng Lai S. Cheung Chen-Nee Chuah Chen-Nee Chuah 83 0 0 28 May 2024
CRoFT: Robust Fine-Tuning with Concurrent Optimization for OOD Generalization and Open-Set OOD Detection Lin Zhu Yifeng Yang Qinying Gu Xinbing Wang Cheng Zhou Nanyang Ye VLM 112 1 0 26 May 2024
Text-Video Retrieval with Global-Local Semantic Consistent Learning Haonan Zhang Pengpeng Zeng Lianli Gao Jingkuan Song Yihang Duan Xinyu Lyu Hengtao Shen VLM CLIP 93 2 0 21 May 2024
Language-Guided Instance-Aware Domain-Adaptive Panoptic Segmentation Elham Amin Mansour Ozan Unal Suman Saha Benjamin Bejar Luc Van Gool 79 1 0 04 Apr 2024
Unknown Prompt, the only Lacuna: Unveiling CLIP's Potential for Open Domain Generalization Mainak Singha Ankit Jha Shirsha Bose Ashwin Nair Moloud Abdar Biplab Banerjee VLM 93 12 0 31 Mar 2024
Unified Source-Free Domain Adaptation Song Tang Wenxin Su Mao Ye Jianwei Zhang Xiatian Zhu 147 6 0 12 Mar 2024
Split to Merge: Unifying Separated Modalities for Unsupervised Domain Adaptation Xinyao Li Yuke Li Zhekai Du Fengling Li Ke Lu Jingjing Li VLM 91 6 0 11 Mar 2024
Domain-Agnostic Mutual Prompting for Unsupervised Domain Adaptation Zhekai Du Xinyao Li Fengling Li Ke Lu Lei Zhu Jingjing Li 86 18 0 05 Mar 2024
Data-free Multi-label Image Recognition via LLM-powered Prompt Tuning Shuo Yang Zirui Shang Yongqi Wang Derong Deng Hongwei Chen Qiyuan Cheng Xinxiao Wu VLM 88 6 0 02 Mar 2024
LanDA: Language-Guided Multi-Source Domain Adaptation Zhenbin Wang Lei Zhang Lituan Wang Minjuan Zhu 87 10 0 25 Jan 2024
Improved Zero-Shot Classification by Adapting VLMs with Text Descriptions Oindrila Saha Grant Van Horn Subhransu Maji VLM 144 24 0 04 Jan 2024
Combining inherent knowledge of vision-language models with unsupervised domain adaptation through self-knowledge distillation Thomas Westfechtel Dexuan Zhang Tatsuya Harada VLM 54 2 0 07 Dec 2023
Source-Free Domain Adaptation with Frozen Multimodal Foundation Model Song Tang Wenxin Su Mao Ye Xiatian Zhu VLM 110 26 0 27 Nov 2023
GOPro: Generate and Optimize Prompts in CLIP using Self-Supervised Learning Mainak Singha Ankit Jha Biplab Banerjee VLM 75 4 0 22 Aug 2023
Open-Set Domain Adaptation with Visual-Language Foundation Models Qing Yu Go Irie Kiyoharu Aizawa VLM 111 7 0 30 Jul 2023
StyLIP: Multi-Scale Style-Conditioned Prompt Learning for CLIP-based Domain Generalization Shirsha Bose Ankit Jha Enrico Fini Mainak Singha Elisa Ricci Biplab Banerjee VLM 109 26 0 18 Feb 2023