PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization

27 July 2023

Papers citing "PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization"

43 / 43 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
Simultaneous Learning of Optimal Transports for Training All-to-All Flow-Based Condition Transfer Model Kotaro Ikeda Masanori Koyama Jinzhe Zhang Kohei Hayashi Kenji Fukumizu OT 63 0 0 04 Apr 2025
Style Evolving along Chain-of-Thought for Unknown-Domain Object Detection Zihao Zhang Aming Wu Yahong Han ObjD 43 0 0 13 Mar 2025
Data-Efficient Generalization for Zero-shot Composed Image Retrieval Zining Chen Zhicheng Zhao Fei Su Xiaoqin Zhang Shijian Lu VLM 40 0 0 07 Mar 2025
BatStyler: Advancing Multi-category Style Generation for Source-free Domain Generalization Xiusheng Xu Lei Qi Jingyang Zhou Xin Geng TTA 49 0 0 03 Jan 2025
Attention Head Purification: A New Perspective to Harness CLIP for Domain Generalization Yingfan Wang Guoliang Kang VLM 74 0 0 10 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
UMFC: Unsupervised Multi-Domain Feature Calibration for Vision-Language Models Jiachen Liang Ruibing Hou Minyang Hu Hong Chang Shiguang Shan Xilin Chen VLM 36 1 0 11 Nov 2024
PromptTA: Prompt-driven Text Adapter for Source-free Domain Generalization Haoran Zhang Shuanghao Bai Wanqi Zhou Jingwen Fu Badong Chen VLM OOD TTA 18 2 0 21 Sep 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
TriplePlay: Enhancing Federated Learning with CLIP for Non-IID Data and Resource Efficiency Ahmed Imteaj Md Zarif Hossain Saika Zaman Abdur R. Shahid VLM 19 1 0 09 Sep 2024
StylePrompter: Enhancing Domain Generalization with Test-Time Style Priors Jiao Zhang Jian Xu Xu-Yao Zhang Cheng-Lin Liu VLM OOD 14 0 0 17 Aug 2024
Prompt-Driven Contrastive Learning for Transferable Adversarial Attacks Hunmin Yang Jongoh Jeong Kuk-Jin Yoon AAML VLM 52 4 0 30 Jul 2024
Learn to Preserve and Diversify: Parameter-Efficient Group with Orthogonal Regularization for Domain Generalization Jiajun Hu Jian Zhang Lei Qi Yinghuan Shi Yang Gao OOD 30 4 0 21 Jul 2024
Textual Query-Driven Mask Transformer for Domain Generalized Segmentation Byeonghyun Pak Byeongju Woo Sunghwan Kim Dae-Hwan Kim Hoseong Kim 32 3 0 12 Jul 2024
GalLoP: Learning Global and Local Prompts for Vision-Language Models Marc Lafon Elias Ramzi Clément Rambour Nicolas Audebert Nicolas Thome VLM 26 7 0 01 Jul 2024
DiPEx: Dispersing Prompt Expansion for Class-Agnostic Object Detection Jia Syuen Lim Zhuoxiao Chen Mahsa Baktashmotlagh Zhi Chen Xin Yu Zi Huang Yadan Luo VLM ObjD 70 1 0 21 Jun 2024
WIDIn: Wording Image for Domain-Invariant Representation in Single-Source Domain Generalization Jiawei Ma Yulei Niu Shiyuan Huang G. Han Shih-Fu Chang VLM 27 1 0 28 May 2024
Revisiting the Adversarial Robustness of Vision Language Models: a Multimodal Perspective Wanqi Zhou Shuanghao Bai Qibin Zhao Badong Chen VLM AAML 39 5 0 30 Apr 2024
Soft Prompt Generation for Domain Generalization Shuanghao Bai Yuedi Zhang Wanqi Zhou Zhirong Luan Badong Chen VLM 32 3 0 30 Apr 2024
PracticalDG: Perturbation Distillation on Vision-Language Models for Hybrid Domain Generalization Zining Chen Weiqiu Wang Zhicheng Zhao Fei Su Aidong Men Hongying Meng VLM 30 7 0 13 Apr 2024
DPStyler: Dynamic PromptStyler for Source-Free Domain Generalization Yunlong Tang Yuxuan Wan Lei Qi Xin Geng VLM 28 4 0 25 Mar 2024
T4P: Test-Time Training of Trajectory Prediction via Masked Autoencoder and Actor-specific Token Memory Daehee Park Jaeseok Jeong Sung-Hoon Yoon Jaewoo Jeong Kuk-Jin Yoon TTA 27 10 0 15 Mar 2024
GOOD: Towards Domain Generalized Orientated Object Detection Qi Bi Beichen Zhou Jingjun Yi Wei Ji Haolan Zhan Gui-Song Xia ObjD OOD 74 2 0 20 Feb 2024
Multimodal Unsupervised Domain Generalization by Retrieving Across the Modality Gap Christopher Liao Christian So Theodoros Tsiligkaridis Brian Kulis 21 0 0 06 Feb 2024
LanDA: Language-Guided Multi-Source Domain Adaptation Zhenbin Wang Lei Zhang Lituan Wang Minjuan Zhu 23 10 0 25 Jan 2024
VLLaVO: Mitigating Visual Gap through LLMs Shuhao Chen Yulong Zhang Weisen Jiang Jiangang Lu Yu Zhang VLM 32 2 0 06 Jan 2024
Collaborating Foundation Models for Domain Generalized Semantic Segmentation Yasser Benigmim Subhankar Roy S. Essid Vicky Kalogeiton Stéphane Lathuilière 10 11 0 15 Dec 2023
TLDR: Text Based Last-layer Retraining for Debiasing Image Classifiers Juhyeon Park Seokhyeon Jeong Taesup Moon 16 1 0 30 Nov 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 13 20 0 27 Nov 2023
InstaStyle: Inversion Noise of a Stylized Image is Secretly a Style Adviser Xing Cui Zekun Li Peipei Li Huaibo Huang Xuannan Liu Zhaofeng He DiffM 21 7 0 25 Nov 2023
Descriptor and Word Soups: Overcoming the Parameter Efficiency Accuracy Tradeoff for Out-of-Distribution Few-shot Learning Christopher Liao Theodoros Tsiligkaridis Brian Kulis OODD 31 5 0 21 Nov 2023
Language Generation from Brain Recordings Ziyi Ye Qingyao Ai Yiqun Liu Maarten de Rijke Min Zhang Christina Lioma Tuukka Ruotsalo 24 0 0 16 Nov 2023
Towards Domain-Specific Features Disentanglement for Domain Generalization Hao Chen Qi Zhang Zenan Huang Haobo Wang Jun Zhao OOD 35 1 0 04 Oct 2023
A Comprehensive Survey on Source-free Domain Adaptation Zhiqi Yu Jingjing Li Zhekai Du Lei Zhu H. Shen TTA 11 91 0 23 Feb 2023
Generalization in Neural Networks: A Broad Survey Chris Rohlfs OOD AI4CE 9 6 0 04 Sep 2022
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 322 2,249 0 02 Sep 2021
SelfReg: Self-supervised Contrastive Regularization for Domain Generalization Daehee Kim Seunghyun Park Jinkyu Kim Jaekoo Lee OOD SSL 62 260 0 20 Apr 2021
SWAD: Domain Generalization by Seeking Flat Minima Junbum Cha Sanghyuk Chun Kyungjae Lee Han-Cheol Cho Seunghyun Park Yunsung Lee Sungrae Park MoMe 216 422 0 17 Feb 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 293 3,683 0 11 Feb 2021
Deep Domain-Adversarial Image Generation for Domain Generalisation Kaiyang Zhou Yongxin Yang Timothy M. Hospedales Tao Xiang OOD 201 402 0 12 Mar 2020
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 149 9,300 0 28 May 2015