Unsupervised Multi-Target Domain Adaptation Through Knowledge Distillation

14 July 2020

Le Thanh Nguyen-Meidine

Atif Bela

M. Kiran

Jose Dolz

Louis-Antoine Blais-Morin

Eric Granger

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Papers citing "Unsupervised Multi-Target Domain Adaptation Through Knowledge Distillation"

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Title
Evidential Graph Contrastive Alignment for Source-Free Blending-Target Domain Adaptation Juepeng Zheng Yibin Wen Jinxiao Zhang Runmin Dong H. Fu 63 0 0 14 Aug 2024
Training-Free Model Merging for Multi-target Domain Adaptation Wenyi Li Huan-ang Gao Mingju Gao Beiwen Tian Rong Zhi Hao Zhao MoMe 53 5 0 18 Jul 2024
Pairwise Distance Distillation for Unsupervised Real-World Image Super-Resolution Yuehan Zhang Seungjun Lee Angela Yao 32 1 0 10 Jul 2024
Word Matters: What Influences Domain Adaptation in Summarization? Yinghao Li Siyu Miao Heyan Huang Yang Gao 38 3 0 21 Jun 2024
Towards Domain Adaptive Neural Contextual Bandits Ziyan Wang Hao Wang Hao Wang 50 0 0 13 Jun 2024
Adapting Fine-Grained Cross-View Localization to Areas without Fine Ground Truth Zimin Xia Yujiao Shi Hongdong Li Julian F. P. Kooij 40 4 0 01 Jun 2024
Semantic Segmentation in Multiple Adverse Weather Conditions with Domain Knowledge Retention Xin Yang Wending Yan Yuan. Yuan Michael Bi Mi Robby T. Tan CLL 37 4 0 15 Jan 2024
D3GU: Multi-Target Active Domain Adaptation via Enhancing Domain Alignment Lin Zhang Linghan Xu Saman Motamed Shayok Chakraborty Fernando De la Torre 34 4 0 10 Jan 2024
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
A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm Haizhou Shi Hao Wang CLL 34 18 0 18 Oct 2023
Strong-Weak Integrated Semi-supervision for Unsupervised Single and Multi Target Domain Adaptation Xiaohu Lu H. Radha 28 0 0 12 Sep 2023
Trust your Good Friends: Source-free Domain Adaptation by Reciprocal Neighborhood Clustering Shiqi Yang Yaxing Wang Joost van de Weijer Luis Herranz Shangling Jui Jian Yang TTA 30 11 0 01 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
Deep learning for unsupervised domain adaptation in medical imaging: Recent advancements and future perspectives S. Kumari Pravendra Singh OOD 40 29 0 18 Jul 2023
Advances and Challenges in Meta-Learning: A Technical Review Anna Vettoruzzo Mohamed-Rafik Bouguelia Joaquin Vanschoren Thorsteinn Rögnvaldsson K. Santosh OffRL 21 70 0 10 Jul 2023
Taxonomy-Structured Domain Adaptation Tianyi Liu Zihao Xu Hao He Guang-Yuan Hao Guang-He Lee Hao Wang TTA OOD 44 7 0 13 Jun 2023
MEnsA: Mix-up Ensemble Average for Unsupervised Multi Target Domain Adaptation on 3D Point Clouds Ashish Sinha Jonghyun Choi 3DPC 25 2 0 04 Apr 2023
KD-DLGAN: Data Limited Image Generation via Knowledge Distillation Kaiwen Cui Yingchen Yu Fangneng Zhan Shengcai Liao Shijian Lu1 Eric P. Xing VLM 43 19 0 30 Mar 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 29 50 0 13 Feb 2023
Domain-Indexing Variational Bayes: Interpretable Domain Index for Domain Adaptation Zihao Xu Guang-Yuan Hao Hao He Hao Wang 35 18 0 06 Feb 2023
Class Overwhelms: Mutual Conditional Blended-Target Domain Adaptation P. Xu Boyu Wang Charles X. Ling 32 6 0 03 Feb 2023
Open-Set Multi-Source Multi-Target Domain Adaptation Rohit Lal Arihant Gaur Aadhithya Iyer Muhammed Abdullah Shaikh Ritik Agrawal 14 1 0 02 Feb 2023
Knowledge Distillation in Federated Edge Learning: A Survey Zhiyuan Wu Sheng Sun Yuwei Wang Min Liu Xue Jiang Runhan Li Bo Gao FedML 27 4 0 14 Jan 2023
FedICT: Federated Multi-task Distillation for Multi-access Edge Computing Zhiyuan Wu Sheng Sun Yuwei Wang Min Liu Quyang Pan Xue Jiang Bo Gao 35 31 0 01 Jan 2023
Instance-aware Model Ensemble With Distillation For Unsupervised Domain Adaptation Weimin Wu Jiayuan Fan Tao Chen Hancheng Ye Bo-Wen Zhang Baopu Li 16 3 0 15 Nov 2022
CoNMix for Source-free Single and Multi-target Domain Adaptation Vikash Kumar Rohit Lal Himanshu Patil Anirban Chakraborty TTA 26 19 0 07 Nov 2022
Dual-Curriculum Teacher for Domain-Inconsistent Object Detection in Autonomous Driving L. Yu Yifan Zhang Lanqing Hong Fei Chen Zhenguo Li 35 3 0 17 Oct 2022
Cooperative Self-Training for Multi-Target Adaptive Semantic Segmentation Yangsong Zhang Subhankar Roy Hongtao Lu Elisa Ricci Stéphane Lathuilière TTA 49 6 0 04 Oct 2022
A Multi Camera Unsupervised Domain Adaptation Pipeline for Object Detection in Cultural Sites through Adversarial Learning and Self-Training Giovanni Pasqualino Antonino Furnari G. Farinella 15 6 0 03 Oct 2022
Viewer-Centred Surface Completion for Unsupervised Domain Adaptation in 3D Object Detection Darren Tsai J. S. Berrio Mao Shan E. Nebot Stewart Worrall 3DPC 41 14 0 14 Sep 2022
Towards Federated Learning against Noisy Labels via Local Self-Regularization Xue Jiang Sheng Sun Yuwei Wang Min Liu 19 36 0 25 Aug 2022
Factorizing Knowledge in Neural Networks Xingyi Yang Jingwen Ye Xinchao Wang MoMe 41 121 0 04 Jul 2022
Balancing Discriminability and Transferability for Source-Free Domain Adaptation Jogendra Nath Kundu Akshay Ravindra Kulkarni Suvaansh Bhambri Deepesh Mehta Shreyas Kulkarni Varun Jampani R. Venkatesh Babu TTA 19 89 0 16 Jun 2022
Self-Distillation from the Last Mini-Batch for Consistency Regularization Yiqing Shen Liwu Xu Yuzhe Yang Yaqian Li Yandong Guo 15 60 0 30 Mar 2022
ADAS: A Direct Adaptation Strategy for Multi-Target Domain Adaptive Semantic Segmentation Seunghun Lee Wonhyeok Choi Changjae Kim Minwoo Choi Sunghoon Im 31 19 0 14 Mar 2022
Graph-Relational Domain Adaptation Zihao Xu Hao He Guang-He Lee Yuyang Wang Hao Wang OOD 17 27 0 08 Feb 2022
Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey G. Csurka Riccardo Volpi Boris Chidlovskii OOD VLM 3DV 65 40 0 06 Dec 2021
Towards Accurate Cross-Domain In-Bed Human Pose Estimation Mohamed Afham Udith Haputhanthri Jathurshan Pradeepkumar Mithunjha Anandakumar Ashwin De Silva Chamira U. S. Edussooriya 3DH 32 8 0 07 Oct 2021
Reiterative Domain Aware Multi-Target Adaptation Sudipan Saha Shan Zhao Nasrullah Sheikh Xiao Xiang Zhu 24 1 0 26 Aug 2021
Multi-Target Domain Adaptation with Collaborative Consistency Learning Takashi Isobe Xu Jia Shuaijun Chen Jianzhong He Yongjie Shi Jian-zhuo Liu Huchuan Lu Shengjin Wang 28 84 0 07 Jun 2021
Rethinking Ensemble-Distillation for Semantic Segmentation Based Unsupervised Domain Adaptation Chen-Hao Chao Bo Wun Cheng Chun-Yi Lee 24 15 0 29 Apr 2021
Incremental Multi-Target Domain Adaptation for Object Detection with Efficient Domain Transfer Le Thanh Nguyen-Meidine M. Kiran M. Pedersoli Jose Dolz Louis-Antoine Blais-Morin Eric Granger 34 25 0 13 Apr 2021
Curriculum Graph Co-Teaching for Multi-Target Domain Adaptation Subhankar Roy E. Krivosheev Zhun Zhong N. Sebe Elisa Ricci 25 60 0 01 Apr 2021
Unsupervised Domain Adaptation in the Dissimilarity Space for Person Re-identification Djebril Mekhazni Amran Bhuiyan G. Ekladious Eric Granger OOD 86 93 0 27 Jul 2020