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AD-CLIP: Adapting Domains in Prompt Space Using CLIP

AD-CLIP: Adapting Domains in Prompt Space Using CLIP

Mainak Singha
Harsh Pal
Ankit Jha
Biplab Banerjee
    VLM
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Papers citing "AD-CLIP: Adapting Domains in Prompt Space Using CLIP"

37 / 37 papers shown
Title
Knowledge-Aligned Counterfactual-Enhancement Diffusion Perception for Unsupervised Cross-Domain Visual Emotion Recognition
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
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
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
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
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
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
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
Recall and Refine: A Simple but Effective Source-free Open-set Domain Adaptation Framework
Ismail Nejjar
Hao Dong
Olga Fink
TTABDL
113
4
0
19 Nov 2024
Nearest Neighbor Normalization Improves Multimodal Retrieval
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
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
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
ObjDVLM
114
5
0
11 Oct 2024
LARE: Latent Augmentation using Regional Embedding with Vision-Language Model
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
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
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
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
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
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
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
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
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
Text-Video Retrieval with Global-Local Semantic Consistent Learning
Haonan Zhang
Pengpeng Zeng
Lianli Gao
Jingkuan Song
Yihang Duan
Xinyu Lyu
Hengtao Shen
VLMCLIP
93
2
0
21 May 2024
Language-Guided Instance-Aware Domain-Adaptive Panoptic Segmentation
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
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
Unified Source-Free Domain Adaptation
Song Tang
Wenxin Su
Mao Ye
Jianwei Zhang
Xiatian Zhu
145
6
0
12 Mar 2024
Split to Merge: Unifying Separated Modalities for Unsupervised Domain Adaptation
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
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
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
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
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
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
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
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
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
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

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