Deep Transfer Learning with Joint Adaptation Networks

21 May 2016

Papers citing "Deep Transfer Learning with Joint Adaptation Networks"

50 / 346 papers shown

Title
Unsupervised Domain Adaptation for Training Event-Based Networks Using Contrastive Learning and Uncorrelated Conditioning Dayuan Jian Mohammad Rostami 31 14 0 22 Mar 2023
Focus on Your Target: A Dual Teacher-Student Framework for Domain-adaptive Semantic Segmentation Xinyue Huo Lingxi Xie Wen-gang Zhou Houqiang Li Qi Tian 29 8 0 16 Mar 2023
Unsupervised Domain Adaptation via Distilled Discriminative Clustering Hui Tang Yaowei Wang Kui Jia OOD 23 43 0 23 Feb 2023
A Comprehensive Survey on Source-free Domain Adaptation Zhiqi Yu Jingjing Li Zhekai Du Lei Zhu H. Shen TTA 31 96 0 23 Feb 2023
Bridging Synthetic and Real Images: a Transferable and Multiple Consistency aided Fundus Image Enhancement Framework Erjian Guo Huazhu Fu Luping Zhou Dong Xu MedIm 35 11 0 23 Feb 2023
Correspondence-Free Domain Alignment for Unsupervised Cross-Domain Image Retrieval Xu Wang Dezhong Peng Ming Yan Peng Hu 25 19 0 13 Feb 2023
AIDA: Legal Judgment Predictions for Non-Professional Fact Descriptions via Partial-and-Imbalanced Domain Adaptation Guangyi Xiao Xinlong Liu Hao Chen J. Guo Zhiguo Gong 27 0 0 12 Feb 2023
Key Design Choices for Double-Transfer in Source-Free Unsupervised Domain Adaptation Andrea Maracani Raffaello Camoriano Elisa Maiettini Davide Talon Lorenzo Rosasco Lorenzo Natale 26 2 0 10 Feb 2023
Crucial Semantic Classifier-based Adversarial Learning for Unsupervised Domain Adaptation Yumin Zhang Yajun Gao Hongliu Li Ating Yin Duzhen Zhang Xiuyi Chen 37 0 0 03 Feb 2023
Class Overwhelms: Mutual Conditional Blended-Target Domain Adaptation P. Xu Boyu Wang Charles Ling 32 6 0 03 Feb 2023
Tracking Different Ant Species: An Unsupervised Domain Adaptation Framework and a Dataset for Multi-object Tracking C. Abeysinghe C. Reid Hamid Rezatofighi B. Meyer 23 4 0 25 Jan 2023
The Conditional Cauchy-Schwarz Divergence with Applications to Time-Series Data and Sequential Decision Making Shujian Yu Hongming Li Sigurd Løkse Robert Jenssen José C. Príncipe BDL 28 6 0 21 Jan 2023
MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation Segmentation Munan Ning Donghuan Lu Yujia Xie Dongdong Chen Dong Wei Yefeng Zheng Yonghong Tian Shuicheng Yan Liuliang Yuan 30 9 0 18 Jan 2023
Representation Learning for Tablet and Paper Domain Adaptation in Favor of Online Handwriting Recognition Felix Ott David Rügamer Lucas Heublein Bernd Bischl Christopher Mutschler OOD 22 1 0 16 Jan 2023
Simplifying Open-Set Video Domain Adaptation with Contrastive Learning Giacomo Zara Victor G. Turrisi da Costa Subhankar Roy Paolo Rota Elisa Ricci 41 1 0 09 Jan 2023
Domain Adaptive Scene Text Detection via Subcategorization Zichen Tian Chuhui Xue Jingyi Zhang Shijian Lu 26 3 0 01 Dec 2022
CL3D: Unsupervised Domain Adaptation for Cross-LiDAR 3D Detection Xidong Peng Xinge Zhu Yuexin Ma 3DPC 19 28 0 01 Dec 2022
Instance-level Heterogeneous Domain Adaptation for Limited-labeled Sketch-to-Photo Retrieval Fan Yang Yang Wu Zheng Wang Xiang Li S. Sakti Satoshi Nakamura VLM 22 25 0 26 Nov 2022
SWL-Adapt: An Unsupervised Domain Adaptation Model with Sample Weight Learning for Cross-User Wearable Human Activity Recognition Rong Hu Ling Chen Shenghuan Miao Xing Tang 23 26 0 25 Nov 2022
Unsupervised Domain Adaptation Based on the Predictive Uncertainty of Models JoonHo Lee Gyemin Lee 40 12 0 16 Nov 2022
Explaining Cross-Domain Recognition with Interpretable Deep Classifier Yiheng Zhang Ting Yao Zhaofan Qiu Tao Mei OOD 35 3 0 15 Nov 2022
Distributional Shift Adaptation using Domain-Specific Features Anique Tahir Lu Cheng Ruocheng Guo Huan Liu VLM TTA OOD OODD 34 2 0 09 Nov 2022
On Fine-Tuned Deep Features for Unsupervised Domain Adaptation Qian Wang T. Breckon 30 3 0 25 Oct 2022
Attention Regularized Laplace Graph for Domain Adaptation Lingkun Luo Limin Chen Shiqiang Hu AI4CE 27 7 0 15 Oct 2022
Polycentric Clustering and Structural Regularization for Source-free Unsupervised Domain Adaptation Xinyu Guan Han Sun Ningzhong Liu Huiyu Zhou 22 2 0 14 Oct 2022
Deep Clustering: A Comprehensive Survey Yazhou Ren Jingyu Pu Zhimeng Yang Jie Xu Guofeng Li X. Pu Philip S. Yu Lifang He HAI 43 100 0 09 Oct 2022
Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning Donald Shenaj Eros Fani Marco Toldo Debora Caldarola A. Tavera Umberto Michieli Marco Ciccone Pietro Zanuttigh Barbara Caputo FedML 29 39 0 05 Oct 2022
Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation Lin Chen Zhixiang Wei Xin Jin H. Chen Miao Zheng Kaikang Chen Yi-jing Jin 40 37 0 16 Sep 2022
Generalization Bounds for Deep Transfer Learning Using Majority Predictor Accuracy Cuong N.Nguyen L. Ho Vu C. Dinh Tal Hassner Cuong V.Nguyen 19 4 0 13 Sep 2022
When Bioprocess Engineering Meets Machine Learning: A Survey from the Perspective of Automated Bioprocess Development Nghia Duong-Trung Stefan Born Jong Woo Kim M. Schermeyer Katharina Paulick ... Thorben Werner Randolf Scholz Lars Schmidt-Thieme Peter Neubauer Ernesto Martinez 34 20 0 02 Sep 2022
Transfering Low-Frequency Features for Domain Adaptation Zhaowen Li Xu Zhao Chaoyang Zhao Ming Tang Jinqiao Wang 41 7 0 31 Aug 2022
Constraining Pseudo-label in Self-training Unsupervised Domain Adaptation with Energy-based Model Lingsheng Kong Bo Hu Xiongchang Liu Jun Lu Jane You Xiaofeng Liu 28 12 0 26 Aug 2022
Domain Adaptation with Adversarial Training on Penultimate Activations Tao Sun Cheng Lu Haibin Ling 29 15 0 26 Aug 2022
RAIN: RegulArization on Input and Network for Black-Box Domain Adaptation Qucheng Peng Zhengming Ding Lingjuan Lyu Lichao Sun Chen Chen OOD MLAU 24 18 0 22 Aug 2022
A diverse large-scale building dataset and a novel plug-and-play domain generalization method for building extraction M. Luo Shunping Ji Shiqing Wei 25 18 0 22 Aug 2022
Contrastive Domain Adaptation for Early Misinformation Detection: A Case Study on COVID-19 Zhenrui Yue Huimin Zeng Ziyi Kou Lanyu Shang Dong Wang 33 31 0 20 Aug 2022
Adaptive Domain Generalization via Online Disagreement Minimization X. Zhang Ying-Cong Chen OOD 27 5 0 03 Aug 2022
Making the Best of Both Worlds: A Domain-Oriented Transformer for Unsupervised Domain Adaptation Wen-hui Ma Jinming Zhang Shuang Li Chi Harold Liu Yulin Wang Wei Li 26 14 0 02 Aug 2022
Deep Active Learning with Budget Annotation P. Gikunda 15 0 0 31 Jul 2022
DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation Xin Lai Zhuotao Tian Xiaogang Xu Ying-Cong Chen Shu Liu Hengshuang Zhao Liwei Wang Jiaya Jia 27 45 0 20 Jul 2022
Learning from Temporal Spatial Cubism for Cross-Dataset Skeleton-based Action Recognition Yansong Tang Xingyu Liu Xumin Yu Danyang Zhang Jiwen Lu Jie Zhou 27 20 0 17 Jul 2022
PAC-Bayesian Domain Adaptation Bounds for Multiclass Learners Anthony Sicilia Katherine Atwell Malihe Alikhani Seong Jae Hwang BDL 51 9 0 12 Jul 2022
Towards Adaptive Unknown Authentication for Universal Domain Adaptation by Classifier Paradox Yunyun Wang Yaojie Liu Songcan Chen 13 1 0 10 Jul 2022
Unsupervised Domain Adaptation through Shape Modeling for Medical Image Segmentation Yuan Yao Fengze Liu Zongwei Zhou Yan Wang Wei Shen Alan L. Yuille Yongyi Lu OOD 21 9 0 06 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 27 89 0 16 Jun 2022
Slimmable Domain Adaptation Rang Meng Weijie Chen Shicai Yang Mingli Song Luojun Lin Di Xie Shiliang Pu Xinchao Wang Mingli Song Yueting Zhuang 29 12 0 14 Jun 2022
Searching for Optimal Subword Tokenization in Cross-domain NER Ruotian Ma Yiding Tan Xin Zhou Xuanting Chen Di Liang Sirui Wang Wei Wu Tao Gui Qi Zhang OOD 52 14 0 07 Jun 2022
Contrastive Centroid Supervision Alleviates Domain Shift in Medical Image Classification Wenshuo Zhou Dalu Yang Binghong Wu Yehui Yang Junde Wu Xiaorong Wang Lei Wang Haifeng Huang Yanwu Xu OOD 47 1 0 31 May 2022
Divide to Adapt: Mitigating Confirmation Bias for Domain Adaptation of Black-Box Predictors Jianfei Yang Xiangyu Peng Kaidi Wang Zheng Hua Zhu Jiashi Feng Lihua Xie Yang You 32 27 0 28 May 2022
Deep face recognition with clustering based domain adaptation Mei Wang Weihong Deng OOD 3DH CVBM 48 49 0 27 May 2022