Unsupervised Domain Adaptation via Structurally Regularized Deep Clustering

19 March 2020

Papers citing "Unsupervised Domain Adaptation via Structurally Regularized Deep Clustering"

32 / 132 papers shown

Title
Few-shot Unsupervised Domain Adaptation with Image-to-class Sparse Similarity Encoding Sheng Huang Wanqi Yang Lei Wang Luping Zhou Ming Yang 30 8 0 06 Aug 2021
Generalized Source-free Domain Adaptation Shiqi Yang Yaxing Wang Joost van de Weijer Luis Herranz Shangling Jui TTA 35 252 0 03 Aug 2021
Nearest Neighborhood-Based Deep Clustering for Source Data-absent Unsupervised Domain Adaptation Song Tang Yan Yang Zhiyuan Ma Norman Hendrich Fanyu Zeng S. Ge Changshui Zhang Jianwei Zhang OOD 30 13 0 27 Jul 2021
VisDA-2021 Competition Universal Domain Adaptation to Improve Performance on Out-of-Distribution Data D. Bashkirova Dan Hendrycks Donghyun Kim Samarth Mishra Kate Saenko Kuniaki Saito Piotr Teterwak Ben Usman OOD 18 19 0 23 Jul 2021
Domain Generalization with Pseudo-Domain Label for Face Anti-Spoofing Young-Eun Kim Seong-Whan Lee CVBM 26 6 0 14 Jul 2021
Source Data-Free Cross-Domain Semantic Segmentation: Align, Teach and Propagate Yuxi Wang Jian Liang Zhaoxiang Zhang 28 5 0 22 Jun 2021
Graceful Degradation and Related Fields J. Dymond 31 4 0 21 Jun 2021
Source-free Domain Adaptation via Avatar Prototype Generation and Adaptation Zhen Qiu Yifan Zhang Hongbin Lin Shuaicheng Niu Yanxia Liu Qing Du Mingkui Tan TTA 51 166 0 18 Jun 2021
Gradual Domain Adaptation via Self-Training of Auxiliary Models Yabin Zhang Bin Deng Kui Jia Lei Zhang CLL 28 10 0 18 Jun 2021
Semi-supervised Models are Strong Unsupervised Domain Adaptation Learners Yabin Zhang Haojian Zhang Bin Deng Shuai Li Kui Jia Lei Zhang 23 25 0 01 Jun 2021
More Separable and Easier to Segment: A Cluster Alignment Method for Cross-Domain Semantic Segmentation Shuang Wang Dongxing Zhao Yi Li Chi Zhang Yuwei Guo Qi Zang B. Hou L. Jiao 47 1 0 07 May 2021
Towards Novel Target Discovery Through Open-Set Domain Adaptation Taotao Jing Hongfu Liu Zhengming Ding 42 32 0 06 May 2021
On Universal Black-Box Domain Adaptation Bin Deng Yabin Zhang Hui Tang Changxing Ding Kui Jia 17 9 0 10 Apr 2021
DINE: Domain Adaptation from Single and Multiple Black-box Predictors Jian Liang Dapeng Hu Jiashi Feng Ran He 18 77 0 04 Apr 2021
Famous Companies Use More Letters in Logo:A Large-Scale Analysis of Text Area in Logo Shintaro Nishi T. Kadota S. Uchida 11 1 0 01 Apr 2021
VDM-DA: Virtual Domain Modeling for Source Data-free Domain Adaptation Jiayi Tian Jing Zhang Wen Li Dong Xu TTA 10 93 0 26 Mar 2021
Re-energizing Domain Discriminator with Sample Relabeling for Adversarial Domain Adaptation Xin Jin Cuiling Lan Wenjun Zeng Zhibo Chen 35 19 0 22 Mar 2021
ConDA: Continual Unsupervised Domain Adaptation A. M. N. Taufique C. S. Jahan Andreas E. Savakis TTA CLL 14 10 0 19 Mar 2021
Unsupervised Domain Adaptation for Image Classification via Structure-Conditioned Adversarial Learning Haibo Wang Jian Tian Songyuan Li Hanbin Zhao Qi Tian Fei Wu Xi Li 19 7 0 04 Mar 2021
Adversarial Unsupervised Domain Adaptation Guided with Deep Clustering for Face Presentation Attack Detection Yomna Safaa El-Din Mohamed N. Moustafa Hani M. K. Mahdi OOD AAML CVBM 6 7 0 13 Feb 2021
Relaxed Conditional Image Transfer for Semi-supervised Domain Adaptation Qijun Luo Zhili Liu Lanqing Hong Chongxuan Li Kuo Yang Liyuan Wang Fengwei Zhou Guilin Li Zhenguo Li Jun Zhu GAN 37 2 0 05 Jan 2021
Towards Uncovering the Intrinsic Data Structures for Unsupervised Domain Adaptation using Structurally Regularized Deep Clustering Hui Tang Xiatian Zhu Ke Chen Kui Jia C. L. Philip Chen 31 24 0 08 Dec 2020
Unsupervised Domain Adaptation in Semantic Segmentation via Orthogonal and Clustered Embeddings Marco Toldo Umberto Michieli Pietro Zanuttigh OOD 29 44 0 25 Nov 2020
Shuffle and Learn: Minimizing Mutual Information for Unsupervised Hashing Fangrui Liu Zheng Liu 14 0 0 20 Nov 2020
Casting a BAIT for Offline and Online Source-free Domain Adaptation Shiqi Yang Yaxing Wang Joost van de Weijer Luis Herranz Shangling Jui TTA 91 45 0 23 Oct 2020
Memory Efficient Class-Incremental Learning for Image Classification Hanbin Zhao Haibo Wang Yongjian Fu Fei Wu Xi Li CLL VLM 17 72 0 04 Aug 2020
Label Propagation with Augmented Anchors: A Simple Semi-Supervised Learning baseline for Unsupervised Domain Adaptation Yabin Zhang Bin Deng Kui Jia Lei Zhang 6 68 0 15 Jul 2020
Transfer Adaptation Learning: A Decade Survey Lei Zhang Xinbo Gao OOD 50 184 0 12 Mar 2019
Fine-Grained Visual Categorization using Meta-Learning Optimization with Sample Selection of Auxiliary Data Yabin Zhang Hui Tang Kui Jia 60 94 0 28 Jul 2018
Boosting Domain Adaptation by Discovering Latent Domains Massimiliano Mancini Lorenzo Porzi Samuel Rota Buló Barbara Caputo Elisa Ricci OOD 136 154 0 03 May 2018
Borrowing Treasures from the Wealthy: Deep Transfer Learning through Selective Joint Fine-tuning Weifeng Ge Yizhou Yu 91 233 0 28 Feb 2017
Domain Adaptation: Learning Bounds and Algorithms Yishay Mansour M. Mohri Afshin Rostamizadeh 179 789 0 19 Feb 2009