TVT: Transferable Vision Transformer for Unsupervised Domain Adaptation

12 August 2021

Papers citing "TVT: Transferable Vision Transformer for Unsupervised Domain Adaptation"

50 / 67 papers shown

Title
Transferable Mask Transformer: Cross-domain Semantic Segmentation with Region-adaptive Transferability Estimation Enming Zhang Z. Li Yanru Wu J. Wang Yang Tan Ruizhe Zhao Guan Wang Yang Li ViT 33 0 0 08 Apr 2025
Simulations of Common Unsupervised Domain Adaptation Algorithms for Image Classification A. Chaddad Yihang Wu Yuchen Jiang Ahmed Bouridane Christian Desrosiers 68 2 0 15 Feb 2025
What Has Been Overlooked in Contrastive Source-Free Domain Adaptation: Leveraging Source-Informed Latent Augmentation within Neighborhood Context Jing Wang Wonho Bae Jiahong Chen Kuangen Zhang Leonid Sigal C. D. Silva 108 1 0 18 Dec 2024
Feature Fusion Transferability Aware Transformer for Unsupervised Domain Adaptation Xiaowei Yu Zhe Huang Zao Zhang ViT 26 1 0 10 Nov 2024
OSSA: Unsupervised One-Shot Style Adaptation Robin Gerster Holger Caesar Matthias Rapp Alexander Wolpert Michael Teutsch VLM 34 0 0 01 Oct 2024
Collaborative Learning for Enhanced Unsupervised Domain Adaptation Minhee Cho Hyesong Choi Hayeon Jo Dongbo Min 27 1 0 04 Sep 2024
Generalizable Facial Expression Recognition Yuhang Zhang Xiuqi Zheng Chenyi Liang Jiani Hu Weihong Deng VLM 21 2 0 20 Aug 2024
Unsupervised Domain Adaption Harnessing Vision-Language Pre-training Wenlve Zhou Zhiheng Zhou VLM 38 6 0 05 Aug 2024
Gradient Harmonization in Unsupervised Domain Adaptation Fuxiang Huang Suqi Song Lei Zhang 22 7 0 01 Aug 2024
EUDA: An Efficient Unsupervised Domain Adaptation via Self-Supervised Vision Transformer Ali Abedi Q. M. Jonathan Wu Ning Zhang Farhad Pourpanah 31 2 0 31 Jul 2024
Rethinking Domain Adaptation and Generalization in the Era of CLIP Ruoyu Feng Tao Yu Xin Jin Xiaoyuan Yu Lei Xiao Zhibo Chen VLM 34 1 0 21 Jul 2024
Contrastive Adversarial Training for Unsupervised Domain Adaptation Jiahong Chen Zhilin Zhang Lucy Li Behzad Shahrasbi Arjun Mishra 21 1 0 17 Jul 2024
CLIP the Divergence: Language-guided Unsupervised Domain Adaptation Jinjing Zhu Yucheng Chen Lin Wang VLM 48 3 0 01 Jul 2024
TransferAttn: Transferable-guided Attention Is All You Need for Video Domain Adaptation Andre Sacilotti Samuel Felipe dos Santos N. Sebe Jurandy Almeida ViT 42 1 0 01 Jul 2024
A Survey on Deep Clustering: From the Prior Perspective Yiding Lu Haobin Li Yunfan Li Yijie Lin Xi Peng 40 5 0 28 Jun 2024
Dark Transformer: A Video Transformer for Action Recognition in the Dark Anwaar Ulhaq ViT 22 0 0 25 Jun 2024
Vox-UDA: Voxel-wise Unsupervised Domain Adaptation for Cryo-Electron Subtomogram Segmentation with Denoised Pseudo Labeling Haoran Li Xingjian Li Jiahua Shi Huaming Chen Bo Du Daisuke Kihara Johan Barthélemy Jun Shen Min Xu 39 0 0 25 Jun 2024
ExPLoRA: Parameter-Efficient Extended Pre-Training to Adapt Vision Transformers under Domain Shifts Samar Khanna Medhanie Irgau David B. Lobell Stefano Ermon VLM 32 4 0 16 Jun 2024
Prototypical Transformer as Unified Motion Learners Cheng Han Yawen Lu Guohao Sun James Liang Zhiwen Cao ... S. Dianat Raghuveer M. Rao Tong Geng Zhiqiang Tao Dongfang Liu ViT 34 2 0 03 Jun 2024
Vision Transformers in Domain Adaptation and Generalization: A Study of Robustness Shadi Alijani Jamil Fayyad H. Najjaran OOD 29 9 0 05 Apr 2024
Split to Merge: Unifying Separated Modalities for Unsupervised Domain Adaptation Xinyao Li Yuke Li Zhekai Du Fengling Li Ke Lu Jingjing Li VLM 51 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 40 15 0 05 Mar 2024
A Comprehensive Review of Machine Learning Advances on Data Change: A Cross-Field Perspective Jeng-Lin Li Chih-Fan Hsu Ming-Ching Chang Wei-Chao Chen OOD 44 2 0 20 Feb 2024
Cross-Domain Few-Shot Learning via Adaptive Transformer Networks Naeem Paeedeh Mahardhika Pratama M. A. Ma'sum Wolfgang Mayer Zehong Cao Ryszard Kowlczyk 26 9 0 25 Jan 2024
Enhancing cross-domain detection: adaptive class-aware contrastive transformer Ziru Zeng Yue Ding Hongtao Lu ViT 64 2 0 24 Jan 2024
DomainForensics: Exposing Face Forgery across Domains via Bi-directional Adaptation Qingxuan Lv Yuezun Li Junyu Dong Sheng Chen Hui Yu Huiyu Zhou Shu Zhang AAML 30 4 0 17 Dec 2023
Combining inherent knowledge of vision-language models with unsupervised domain adaptation through self-knowledge distillation Thomas Westfechtel Dexuan Zhang Tatsuya Harada VLM 26 2 0 07 Dec 2023
Aligning Non-Causal Factors for Transformer-Based Source-Free Domain Adaptation Sunandini Sanyal Ashish Ramayee Asokan Suvaansh Bhambri YM Pradyumna Akshay Ravindra Kulkarni Jogendra Nath Kundu R. V. Babu CML 30 2 0 27 Nov 2023
Periodically Exchange Teacher-Student for Source-Free Object Detection Qipeng Liu Luojun Lin Zhifeng Shen Zhifeng Yang TTA 23 21 0 23 Nov 2023
Holistic Transfer: Towards Non-Disruptive Fine-Tuning with Partial Target Data Cheng-Hao Tu Hong-You Chen Zheda Mai Jike Zhong Vardaan Pahuja Tanya Berger-Wolf Song Gao Charles V. Stewart Yu-Chuan Su Wei-Lun Chao CLL 34 3 0 02 Nov 2023
DDAM-PS: Diligent Domain Adaptive Mixer for Person Search Mohammed Khaleed Almansoori M. Fiaz Hisham Cholakkal 30 1 0 31 Oct 2023
Learning Transferable Conceptual Prototypes for Interpretable Unsupervised Domain Adaptation Junyu Gao Xinhong Ma Changsheng Xu 31 4 0 12 Oct 2023
CAD Models to Real-World Images: A Practical Approach to Unsupervised Domain Adaptation in Industrial Object Classification Dennis Ritter Mike Hemberger Marc Hönig Volker Stopp Erik Rodner Kristian Hildebrand 34 0 0 07 Oct 2023
Domain-Adaptive Learning: Unsupervised Adaptation for Histology Images with Improved Loss Function Combination R. Gupta Shounak Das Amit Sethi OOD 26 0 0 29 Sep 2023
NoisyNN: Exploring the Influence of Information Entropy Change in Learning Systems Xiao-Xing Yu Zhe Huang Yao Xue Lu Zhang Li Wang Tianming Liu Dajiang Zhu 24 6 0 19 Sep 2023
Domain-Specificity Inducing Transformers for Source-Free Domain Adaptation Sunandini Sanyal Ashish Ramayee Asokan Suvaansh Bhambri Akshay Ravindra Kulkarni Jogendra Nath Kundu R. Venkatesh Babu ViT 41 9 0 27 Aug 2023
Black-box Unsupervised Domain Adaptation with Bi-directional Atkinson-Shiffrin Memory Jingyi Zhang Jiaxing Huang Xue-Qiu Jiang Shijian Lu 32 15 0 25 Aug 2023
AD-CLIP: Adapting Domains in Prompt Space Using CLIP Mainak Singha Harsh Pal Ankit Jha Biplab Banerjee VLM 22 49 0 10 Aug 2023
Dense Multitask Learning to Reconfigure Comics Deblina Bhattacharjee Sabine Süsstrunk Mathieu Salzmann 11 1 0 16 Jul 2023
Adapt and Align to Improve Zero-Shot Sketch-Based Image Retrieval Shiyin Dong Mingrui Zhu N. Wang Xinbo Gao VLM 27 3 0 09 May 2023
Universal Domain Adaptation via Compressive Attention Matching Didi Zhu Yincuan Li Junkun Yuan Zexi Li Kun Kuang Chao Wu 39 17 0 24 Apr 2023
Benchmarking Low-Shot Robustness to Natural Distribution Shifts Aaditya K. Singh Kartik Sarangmath Prithvijit Chattopadhyay Judy Hoffman OOD 41 1 0 21 Apr 2023
AGI for Agriculture Guoyu Lu Sheng R. Li Gengchen Mai Jin Sun Dajiang Zhu ... R. Xu Daniel Petti Changying Li Tianming Liu Changying Li AI4CE 45 17 0 12 Apr 2023
Patch-Mix Transformer for Unsupervised Domain Adaptation: A Game Perspective Jinjing Zhu Haotian Bai Lin Wang ViT 77 72 0 23 Mar 2023
Distribution Aligned Diffusion and Prototype-guided network for Unsupervised Domain Adaptive Segmentation Haipeng Zhou Lei Zhu Yuyin Zhou DiffM MedIm 18 2 0 22 Mar 2023
Visualizing Transferred Knowledge: An Interpretive Model of Unsupervised Domain Adaptation Wenxi Xiao Zhengming Ding Hongfu Liu FAtt 11 2 0 04 Mar 2023
Free Lunch for Domain Adversarial Training: Environment Label Smoothing Yifan Zhang Xue Wang Jian Liang Zhang Zhang Liangsheng Wang Rong Jin Tien-Ping Tan 41 39 0 01 Feb 2023
DAFD: Domain Adaptation via Feature Disentanglement for Image Classification Zhize Wu Changjiang Du Lekang Zou Ming Tan Tong Bill Xu Fan-Ning Cheng Fudong Nian T. Weise 24 2 0 30 Jan 2023
Semantic-aware Message Broadcasting for Efficient Unsupervised Domain Adaptation Xin Li Cuiling Lan Guoqiang Wei Zhibo Chen 27 4 0 06 Dec 2022
MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation Lukas Hoyer Dengxin Dai Haoran Wang Luc Van Gool 49 220 0 02 Dec 2022