Partial Adversarial Domain Adaptation

10 August 2018

Papers citing "Partial Adversarial Domain Adaptation"

50 / 189 papers shown

Title
IT-RUDA: Information Theory Assisted Robust Unsupervised Domain Adaptation Shima Rashidi Ruwan Tennakoon Aref Miri Rekavandi Papangkorn Jessadatavornwong A. Freis G. Huff Mark Easton A. Mouritz R. Hoseinnezhad A. Bab-Hadiashar 19 2 0 24 Oct 2022
Provably Uncertainty-Guided Universal Domain Adaptation Yifan Wang Lin Zhang Ran Song Paul L. Rosin Yibin Li Wei Emma Zhang OOD UQCV 47 0 0 19 Sep 2022
Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives Xiaofeng Liu Chaehwa Yoo Fangxu Xing Hyejin Oh Xiaofeng Liu Je-Won Kang Jonghye Woo OOD 46 193 0 15 Aug 2022
Three New Validators and a Large-Scale Benchmark Ranking for Unsupervised Domain Adaptation Kevin Musgrave Serge Belongie Ser-Nam Lim ALM 36 6 0 15 Aug 2022
Leveraging Endo- and Exo-Temporal Regularization for Black-box Video Domain Adaptation Yuecong Xu Jianfei Yang Haozhi Cao Min-man Wu Xiaoli Li Lihua Xie Zhenghua Chen 46 4 0 10 Aug 2022
Cluster-to-adapt: Few Shot Domain Adaptation for Semantic Segmentation across Disjoint Labels Tarun Kalluri Manmohan Chandraker VLM 30 11 0 04 Aug 2022
MemSAC: Memory Augmented Sample Consistency for Large Scale Unsupervised Domain Adaptation Tarun Kalluri Astuti Sharma Manmohan Chandraker 28 18 0 25 Jul 2022
Prototype-Guided Continual Adaptation for Class-Incremental Unsupervised Domain Adaptation Hongbin Lin Yifan Zhang Zhen Qiu Shuaicheng Niu Chuang Gan Yanxia Liu Mingkui Tan CLL 23 37 0 22 Jul 2022
Exploiting Inter-Sample Affinity for Knowability-Aware Universal Domain Adaptation Yifan Wang Lin Zhang Ran Song Hongliang Li Lin Ma Wei Emma Zhang 31 6 0 19 Jul 2022
Coupling Adversarial Learning with Selective Voting Strategy for Distribution Alignment in Partial Domain Adaptation Sandipan Choudhuri Hemanth Venkateswara Arunabha Sen OOD 17 10 0 17 Jul 2022
Towards Adaptive Unknown Authentication for Universal Domain Adaptation by Classifier Paradox Yunyun Wang Yaojie Liu Songcan Chen 23 1 0 10 Jul 2022
Universal Domain Adaptive Object Detector Wen-jiao Shi Lei Zhang Weijie Chen Shiliang Pu ObjD 33 19 0 05 Jul 2022
Optimal transport meets noisy label robust loss and MixUp regularization for domain adaptation Kilian Fatras Hiroki Naganuma Ioannis Mitliagkas OOD 32 6 0 22 Jun 2022
OneRing: A Simple Method for Source-free Open-partial Domain Adaptation Shiqi Yang Yaxing Wang Kai Wang Shangling Jui Joost van de Weijer 30 0 0 07 Jun 2022
Cross-lingual Adaptation for Recipe Retrieval with Mixup B. Zhu Chong-Wah Ngo Jingjing Chen W. Chan 11 5 0 08 May 2022
Heterogeneous Domain Adaptation with Adversarial Neural Representation Learning: Experiments on E-Commerce and Cybersecurity Mohammadreza Ebrahimi Yidong Chai Hao Helen Zhang Hsinchun Chen 16 9 0 05 May 2022
Controlled Generation of Unseen Faults for Partial and Open-Partial Domain Adaptation Katharina Rombach Gabriel Michau Prof. Dr. Olga Fink AI4CE 27 31 0 29 Apr 2022
Calibrating Class Weights with Multi-Modal Information for Partial Video Domain Adaptation Xiyu Wang Yuecong Xu K. Mao Jianfei Yang 26 8 0 13 Apr 2022
From Big to Small: Adaptive Learning to Partial-Set Domains Zhangjie Cao Kaichao You Ziyang Zhang Jianmin Wang Mingsheng Long CLL 14 23 0 14 Mar 2022
Low-Cost On-device Partial Domain Adaptation (LoCO-PDA): Enabling efficient CNN retraining on edge devices A. Rajagopal C. Bouganis 32 0 0 01 Mar 2022
Generalized Label Shift Correction via Minimum Uncertainty Principle: Theory and Algorithm You-Wei Luo Chuan-Xian Ren 27 2 0 26 Feb 2022
BP-Triplet Net for Unsupervised Domain Adaptation: A Bayesian Perspective Shanshan Wang Lei Zhang Pichao Wang 43 23 0 19 Feb 2022
Revisiting Deep Subspace Alignment for Unsupervised Domain Adaptation Kowshik Thopalli Jayaraman J. Thiagarajan Rushil Anirudh Pavan Turaga 21 0 0 05 Jan 2022
Disjoint Contrastive Regression Learning for Multi-Sourced Annotations Xiaoqian Ruan Gaoang Wang 35 2 0 31 Dec 2021
UMAD: Universal Model Adaptation under Domain and Category Shift Jian Liang Dapeng Hu Jiashi Feng Ran He 36 30 0 16 Dec 2021
A Survey of Unsupervised Domain Adaptation for Visual Recognition Youshan Zhang OOD 32 44 0 13 Dec 2021
HBReID: Harder Batch for Re-identification Wenqi Li Furong Xu Jianan Zhao Ruobing Zheng Cheng Zou Meng Wang Yuan Cheng 23 3 0 09 Dec 2021
Toward Open-World Electroencephalogram Decoding Via Deep Learning: A Comprehensive Survey Xun Chen Chang Li Aiping Liu Martin J. McKeown Ruobing Qian Z. J. Wang 26 70 0 08 Dec 2021
Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey G. Csurka Riccardo Volpi Boris Chidlovskii OOD VLM 3DV 70 40 0 06 Dec 2021
Unsupervised Domain Adaptation: A Reality Check Kevin Musgrave Serge Belongie Ser-Nam Lim 27 19 0 30 Nov 2021
Non-IID data and Continual Learning processes in Federated Learning: A long road ahead Marcos F. Criado F. Casado R. Iglesias Carlos V. Regueiro S. Barro FedML 38 77 0 26 Nov 2021
Contrastive Vicinal Space for Unsupervised Domain Adaptation Jaemin Na Dongyoon Han H. Chang Wonjun Hwang 36 20 0 26 Nov 2021
Learning to Learn End-to-End Goal-Oriented Dialog From Related Dialog Tasks Janarthanan Rajendran Jonathan K. Kummerfeld Satinder Singh 35 0 0 10 Oct 2021
Self-Adaptive Partial Domain Adaptation Jian Hu H. Tuo Shizhao Zhang Chao Wang Haowen Zhong Zhikang Zou Z. Jing H. Leung Ruping Zou TPM 30 2 0 18 Sep 2021
TACS: Taxonomy Adaptive Cross-Domain Semantic Segmentation R. Gong Martin Danelljan Dengxin Dai D. Paudel Ajad Chhatkuli Feng Yu Luc Van Gool 46 9 0 10 Sep 2021
Partial Domain Adaptation without Domain Alignment Weikai Li Songcan Chen 39 13 0 29 Aug 2021
Tune it the Right Way: Unsupervised Validation of Domain Adaptation via Soft Neighborhood Density Kuniaki Saito Donghyun Kim Piotr Teterwak Stan Sclaroff Trevor Darrell Kate Saenko 48 52 0 24 Aug 2021
Exploring Data Aggregation and Transformations to Generalize across Visual Domains Antono DÍnnocente OOD 33 0 0 20 Aug 2021
NI-UDA: Graph Adversarial Domain Adaptation from Non-shared-and-Imbalanced Big Data to Small Imbalanced Applications Guangyi Xiao Weiwei Xiang Huan Liu Hao Chen Shun Peng Jingzhi Guo Zhiguo Gong 29 0 0 11 Aug 2021
Adversarial Unsupervised Domain Adaptation with Conditional and Label Shift: Infer, Align and Iterate Xiaofeng Liu Zhenhua Guo Site Li Fangxu Xing J. You C.-C. Jay Kuo Xiaofeng Liu Jonghye Woo 36 74 0 28 Jul 2021
Partial Video Domain Adaptation with Partial Adversarial Temporal Attentive Network Yuecong Xu Jianfei Yang Haozhi Cao Qi Li K. Mao Zhenghua Chen AI4TS 51 32 0 11 Jul 2021
A Systems Theory of Transfer Learning Tyler Cody Peter A. Beling 27 38 0 02 Jul 2021
Universal Domain Adaptation in Ordinal Regression Boris Chidlovskii Assem Sadek Christian Wolf 24 5 0 22 Jun 2021
Generalized Domain Adaptation Yu Mitsuzumi Go Irie Daiki Ikami Takashi Shibata OOD 32 20 0 03 Jun 2021
Unsupervised Domain Adaptation of Object Detectors: A Survey Poojan Oza Vishwanath A. Sindagi Vibashan Vs Vishal M. Patel OOD ObjD 44 170 0 27 May 2021
Bridging Few-Shot Learning and Adaptation: New Challenges of Support-Query Shift Etienne Bennequin Victor Bouvier Myriam Tami Antoine Toubhans C´eline Hudelot 24 12 0 25 May 2021
Aggregating From Multiple Target-Shifted Sources Changjian Shui Zijian Li Jiaqi Li Christian Gagné Charles Ling Boyu Wang 41 29 0 09 May 2021
Deep Domain Generalization with Feature-norm Network Mohammad Mahfujur Rahman Clinton Fookes Sridha Sridharan OOD 25 3 0 28 Apr 2021
Cross-Domain Adaptive Clustering for Semi-Supervised Domain Adaptation Jichang Li Guanbin Li Yemin Shi Yizhou Yu 69 120 0 19 Apr 2021
On Universal Black-Box Domain Adaptation Bin Deng Yabin Zhang Hui Tang Changxing Ding Kui Jia 25 9 0 10 Apr 2021