Domain Adaptation via Prompt Learning

14 February 2022

Gao Huang

Papers citing "Domain Adaptation via Prompt Learning"

50 / 88 papers shown

Title
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 36 0 0 19 Apr 2025
Beyond Words: Augmenting Discriminative Richness via Diffusions in Unsupervised Prompt Learning Hairui Ren Fan Tang He Zhao Zixuan Wang Dandan Guo Yi Chang VLM 28 0 0 16 Apr 2025
Earth-Adapter: Bridge the Geospatial Domain Gaps with Mixture of Frequency Adaptation Xiaoxing Hu Ziyang Gong Y. Wang Yuru Jia Gen Luo Xue Yang 31 0 0 08 Apr 2025
Large Self-Supervised Models Bridge the Gap in Domain Adaptive Object Detection Marc-Antoine Lavoie Anas Mahmoud Steven Waslander 34 0 0 29 Mar 2025
Multi-modal Multi-platform Person Re-Identification: Benchmark and Method Ruiyang Ha Songyi Jiang Bin Li Bikang Pan Yihang Zhu Junjie Zhang Xiatian Zhu S. Gong Jingya Wang 33 0 0 21 Mar 2025
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 70 0 0 14 Dec 2024
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 64 0 0 24 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 79 0 0 21 Nov 2024
AllRestorer: All-in-One Transformer for Image Restoration under Composite Degradations J. Mao Y. Yang Xuesong Yin Ling Shao Hao Tang 31 0 0 16 Nov 2024
Cancer-Answer: Empowering Cancer Care with Advanced Large Language Models Aniket Deroy Subhankar Maity LM&MA 34 0 0 11 Nov 2024
Data-Efficient CLIP-Powered Dual-Branch Networks for Source-Free Unsupervised Domain Adaptation Yongguang Li Yueqi Cao Jindong Li Qi Wang Shengsheng Wang 15 0 0 21 Oct 2024
MedUniSeg: 2D and 3D Medical Image Segmentation via a Prompt-driven Universal Model Yiwen Ye Ziyang Chen Jianpeng Zhang Yutong Xie Yong Xia MedIm 35 3 0 08 Oct 2024
LARE: Latent Augmentation using Regional Embedding with Vision-Language Model Kosuke Sakurai Tatsuya Ishii Ryotaro Shimizu Linxin Song Masayuki Goto VLM 19 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 35 2 0 31 Aug 2024
Unsupervised Domain Adaption Harnessing Vision-Language Pre-training Wenlve Zhou Zhiheng Zhou VLM 28 6 0 05 Aug 2024
Rethinking Domain Adaptation and Generalization in the Era of CLIP Ruoyu Feng Tao Yu Xin Jin Xiaoyuan Yu Lei Xiao Zhibo Chen VLM 24 1 0 21 Jul 2024
CLIP the Divergence: Language-guided Unsupervised Domain Adaptation Jinjing Zhu Yucheng Chen Lin Wang VLM 44 2 0 01 Jul 2024
Learning Visual Conditioning Tokens to Correct Domain Shift for Fully Test-time Adaptation Yushun Tang Shuoshuo Chen Zhehan Kan Yi Zhang Qinghai Guo Zhihai He 27 2 0 27 Jun 2024
Concentrate Attention: Towards Domain-Generalizable Prompt Optimization for Language Models Chengzhengxu Li Xiaoming Liu Zhaohan Zhang Yichen Wang Chen Liu Y. Lan Chao Shen 35 2 0 15 Jun 2024
PIG: Prompt Images Guidance for Night-Time Scene Parsing Zhifeng Xie Rui Qiu Sen Wang Xin Tan Yuan Xie Lizhuang Ma 25 2 0 15 Jun 2024
Candidate Pseudolabel Learning: Enhancing Vision-Language Models by Prompt Tuning with Unlabeled Data Jiahan Zhang Qi Wei Feng Liu Lei Feng VLM 21 7 0 15 Jun 2024
Enhancing Domain Adaptation through Prompt Gradient Alignment Hoang Phan Lam C. Tran Quyen Tran Trung Le 45 0 0 13 Jun 2024
OT-VP: Optimal Transport-guided Visual Prompting for Test-Time Adaptation Yunbei Zhang Akshay Mehra Jihun Hamm VLM 29 2 0 12 Jun 2024
Proxy Denoising for Source-Free Domain Adaptation Song Tang Wenxin Su Mao Ye Jianwei Zhang Xiatian Zhu Xiatian Zhu 53 1 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 35 0 0 28 May 2024
Prompt Learning for Generalized Vehicle Routing Fei Liu Xi Lin Weiduo Liao Zhenkun Wang Qingfu Zhang Xialiang Tong Mingxuan Yuan VLM 24 0 0 20 May 2024
VimTS: A Unified Video and Image Text Spotter for Enhancing the Cross-domain Generalization Yuliang Liu Mingxin Huang Hao Yan Linger Deng Weijia Wu Hao Lu Chunhua Shen Lianwen Jin Xiang Bai 19 0 0 30 Apr 2024
Soft Prompt Generation for Domain Generalization Shuanghao Bai Yuedi Zhang Wanqi Zhou Zhirong Luan Badong Chen VLM 24 1 0 30 Apr 2024
Adaptive Prompt Learning with Negative Textual Semantics and Uncertainty Modeling for Universal Multi-Source Domain Adaptation Yuxiang Yang L. Wen Yuanyuan Xu Jiliu Zhou Yan Wang VLM 14 1 0 23 Apr 2024
Multi-rater Prompting for Ambiguous Medical Image Segmentation Jinhong Wang Yi Cheng Jintai Chen Hongxia Xu D. Z. Chen Jian Wu MedIm 25 1 0 11 Apr 2024
Unified Language-driven Zero-shot Domain Adaptation Senqiao Yang Zhuotao Tian Li Jiang Jiaya Jia 23 7 0 10 Apr 2024
CoDA: Instructive Chain-of-Domain Adaptation with Severity-Aware Visual Prompt Tuning Ziyang Gong Fuhao Li Yupeng Deng Deblina Bhattacharjee Xianzheng Ma Xiangwei Zhu Zhenming Ji 45 2 0 26 Mar 2024
Unified Source-Free Domain Adaptation Song Tang Wenxin Su Mao Ye Jianwei Zhang Xiatian Zhu 80 5 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 36 4 0 11 Mar 2024
Domain-Agnostic Mutual Prompting for Unsupervised Domain Adaptation Zhekai Du Xinyao Li Fengling Li Ke Lu Lei Zhu Jingjing Li 38 15 0 05 Mar 2024
PromptKD: Unsupervised Prompt Distillation for Vision-Language Models Zheng Li Xiang Li Xinyi Fu Xing Zhang Weiqiang Wang Shuo Chen Jian Yang VLM 19 33 0 05 Mar 2024
Deployment Prior Injection for Run-time Calibratable Object Detection Mo Zhou Yiding Yang Haoxiang Li Vishal M. Patel Gang Hua 18 0 0 27 Feb 2024
PIN: Positional Insert Unlocks Object Localisation Abilities in VLMs Michael Dorkenwald Nimrod Barazani Cees G. M. Snoek Yuki M. Asano VLM MLLM 17 12 0 13 Feb 2024
Repositioning the Subject within Image Yikai Wang Chenjie Cao Ke Fan Qiaole Dong Yifan Li Xiangyang Xue Yanwei Fu DiffM 22 1 0 30 Jan 2024
HCVP: Leveraging Hierarchical Contrastive Visual Prompt for Domain Generalization Guanglin Zhou Zhongyi Han Shiming Chen Biwei Huang Liming Zhu Tongliang Liu Lina Yao Kun Zhang 24 3 0 18 Jan 2024
VLLaVO: Mitigating Visual Gap through LLMs Shuhao Chen Yulong Zhang Weisen Jiang Jiangang Lu Yu Zhang VLM 26 2 0 06 Jan 2024
Prompt Decoupling for Text-to-Image Person Re-identification Weihao Li Lei Tan Pingyang Dai Yan Zhang VLM 17 0 0 04 Jan 2024
Incorporating Geo-Diverse Knowledge into Prompting for Increased Geographical Robustness in Object Recognition Kyle Buettner Sina Malakouti Xiang Lorraine Li Adriana Kovashka 31 3 0 03 Jan 2024
Assessing the Impact of Prompting Methods on ChatGPT's Mathematical Capabilities Yuhao Chen Chloe Wong Hanwen Yang Juan Aguenza Sai Bhujangari ... Eric Phuong Minghao Liu Raja Kumar Vanshika Vats James Davis 14 1 0 22 Dec 2023
EZ-CLIP: Efficient Zeroshot Video Action Recognition Shahzad Ahmad S. Chanda Y. S. Rawat VLM 20 7 0 13 Dec 2023
Combining inherent knowledge of vision-language models with unsupervised domain adaptation through self-knowledge distillation Thomas Westfechtel Dexuan Zhang Tatsuya Harada VLM 14 2 0 07 Dec 2023
CLAP: Isolating Content from Style through Contrastive Learning with Augmented Prompts Yichao Cai Yuhang Liu Zhen Zhang Javen Qinfeng Shi CLIP VLM 16 5 0 28 Nov 2023
Source-Free Domain Adaptation with Frozen Multimodal Foundation Model Song Tang Wenxin Su Mao Ye Xiatian Zhu VLM 8 20 0 27 Nov 2023
DeltaSpace: A Semantic-aligned Feature Space for Flexible Text-guided Image Editing Yueming Lyu Kang Zhao Bo Peng Yue Jiang Yingya Zhang Jing Dong 17 2 0 12 Oct 2023
Learning Transferable Conceptual Prototypes for Interpretable Unsupervised Domain Adaptation Junyu Gao Xinhong Ma Changsheng Xu 13 4 0 12 Oct 2023