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Deep Transfer Learning with Joint Adaptation Networks

21 May 2016

Papers citing "Deep Transfer Learning with Joint Adaptation Networks"

50 / 719 papers shown

Title
Attention Regularized Laplace Graph for Domain AdaptationIEEE Transactions on Image Processing (IEEE TIP), 2022 Lingkun Luo Limin Chen Shiqiang Hu AI4CE 108 12 0 15 Oct 2022
Polycentric Clustering and Structural Regularization for Source-free Unsupervised Domain AdaptationBritish Machine Vision Conference (BMVC), 2022 Xinyu Guan Han Sun Ningzhong Liu Huiyu Zhou 124 3 0 14 Oct 2022
Reducing Annotation Effort by Identifying and Labeling Contextually Diverse Classes for Semantic Segmentation Under Domain Shift Sharat Agarwal Saket Anand Chetan Arora 129 1 0 13 Oct 2022
Cluster-level pseudo-labelling for source-free cross-domain facial expression recognitionBritish Machine Vision Conference (BMVC), 2022 Alessandro Conti Paolo Rota Yiming Wang Elisa Ricci 107 8 0 11 Oct 2022
Constrained Maximum Cross-Domain Likelihood for Domain GeneralizationIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Jianxin Lin Yongqiang Tang Junping Wang Wensheng Zhang OOD 116 7 0 09 Oct 2022
Deep Clustering: A Comprehensive SurveyIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Yazhou Ren Jingyu Pu Zhimeng Yang Jie Xu Guofeng Li X. Pu Philip S. Yu Lifang He HAI 190 160 0 09 Oct 2022
Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Donald Shenaj Eros Fani Marco Toldo Debora Caldarola A. Tavera Umberto Michieli Marco Ciccone Pietro Zanuttigh Barbara Caputo FedML 150 43 0 05 Oct 2022
TgDLF2.0: Theory-guided deep-learning for electrical load forecasting via Transformer and transfer learning Jiaxin Gao Wenbo Hu Dongxiao Zhang Yuntian Chen AI4TS AI4CE 133 4 0 05 Oct 2022
Increasing Model Generalizability for Unsupervised Domain Adaptation Mohammad Rostami 135 4 0 29 Sep 2022
Exploiting Instance-based Mixed Sampling via Auxiliary Source Domain Supervision for Domain-adaptive Action DetectionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Yifan Lu Gurkirt Singh Suman Saha Luc Van Gool TTA 202 3 0 28 Sep 2022
TeST: Test-time Self-Training under Distribution ShiftIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Samarth Sinha Peter V. Gehler Francesco Locatello Bernt Schiele TTA OOD 159 32 0 23 Sep 2022
Deliberated Domain Bridging for Domain Adaptive Semantic SegmentationNeural Information Processing Systems (NeurIPS), 2022 Lin Chen Zhixiang Wei Xin Jin Huajun Chen Miao Zheng Kaikang Chen Yi-jing Jin 187 44 0 16 Sep 2022
Generalization Bounds for Deep Transfer Learning Using Majority Predictor AccuracyInternational Symposium on Information Theory and its Applications (ISITA), 2022 Cuong N.Nguyen L. Ho Vu C. Dinh Tal Hassner Cuong V.Nguyen 80 4 0 13 Sep 2022
Unsupervised Domain Adaptation via Style-Aware Self-intermediate DomainPattern Recognition (Pattern Recogn.), 2022 Lianyu Wang Meng Wang Daoqiang Zhang Huazhu Fu 231 2 0 05 Sep 2022
When Bioprocess Engineering Meets Machine Learning: A Survey from the Perspective of Automated Bioprocess DevelopmentBiochemical engineering journal (Biochem. Eng. J.), 2022 Nghia Duong-Trung Stefan Born Jong Woo Kim M. Schermeyer Katharina Paulick ... Thorben Werner Randolf Scholz Lars Schmidt-Thieme Peter Neubauer Ernesto Martinez 152 25 0 02 Sep 2022
Super-model ecosystem: A domain-adaptation perspective Fengxiang He Dacheng Tao DiffM 110 1 0 30 Aug 2022
Constraining Pseudo-label in Self-training Unsupervised Domain Adaptation with Energy-based ModelInternational Journal of Intelligent Systems (IJIS), 2022 Lingsheng Kong Bo Hu Xiongchang Liu Jun Lu Jane You Xiaofeng Liu 159 13 0 26 Aug 2022
Domain Adaptation with Adversarial Training on Penultimate ActivationsAAAI Conference on Artificial Intelligence (AAAI), 2022 Tao Sun Cheng Lu Haibin Ling 144 21 0 26 Aug 2022
RAIN: RegulArization on Input and Network for Black-Box Domain AdaptationInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 Qucheng Peng Zhengming Ding Lingjuan Lyu Lichao Sun Chen Chen OOD MLAU 162 26 0 22 Aug 2022
A diverse large-scale building dataset and a novel plug-and-play domain generalization method for building extractionIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE JSTARS), 2022 M. Luo Shunping Ji Shiqing Wei 189 28 0 22 Aug 2022
Contrastive Domain Adaptation for Early Misinformation Detection: A Case Study on COVID-19International Conference on Information and Knowledge Management (CIKM), 2022 Zhenrui Yue Huimin Zeng Ziyi Kou Lanyu Shang Dong Wang 136 38 0 20 Aug 2022
Uncertainty-guided Source-free Domain AdaptationEuropean Conference on Computer Vision (ECCV), 2022 Subhankar Roy Martin Trapp Andrea Pilzer Arno Solin Andrii Zadaianchuk Elisa Ricci Arno Solin EDL TTA UQLM UQCV 172 74 0 16 Aug 2022
Deep Unsupervised Domain Adaptation: A Review of Recent Advances and PerspectivesAPSIPA Transactions on Signal and Information Processing (TASIP), 2022 Xiaofeng Liu Chaehwa Yoo Fangxu Xing Hyejin Oh Xiaofeng Liu Je-Won Kang Jonghye Woo OOD 173 249 0 15 Aug 2022
Combating Label Distribution Shift for Active Domain AdaptationEuropean Conference on Computer Vision (ECCV), 2022 S. Hwang Sohyun Lee Sungyeon Kim Jungseul Ok Suha Kwak 113 25 0 13 Aug 2022
Joint Attention-Driven Domain Fusion and Noise-Tolerant Learning for Multi-Source Domain Adaptation Tong Xu Lin Wang Wu Ning Chunyan Lyu Kejun Wang Chenhui Wang 115 0 0 05 Aug 2022
Deep Active Learning with Budget AnnotationEAI International Conference on ICT for Development for Africa (ICT4D), 2022 P. Gikunda 85 0 0 31 Jul 2022
Domain Adaptation under Open Set Label ShiftNeural Information Processing Systems (NeurIPS), 2022 Saurabh Garg Sivaraman Balakrishnan Zachary Chase Lipton OOD VLM 163 53 0 26 Jul 2022
Unsupervised Domain Adaptation for Video Transformers in Action RecognitionInternational Conference on Pattern Recognition (ICPR), 2022 Victor G. Turrisi da Costa Giacomo Zara Paolo Rota Thiago Oliveira-Santos Andrii Zadaianchuk Vittorio Murino Elisa Ricci 121 16 0 26 Jul 2022
Improving Pseudo Labels With Intra-Class Similarity for Unsupervised Domain AdaptationPattern Recognition (Pattern Recogn.), 2022 Jie Wang Xiaoli Zhang 155 35 0 25 Jul 2022
DecoupleNet: Decoupled Network for Domain Adaptive Semantic SegmentationEuropean Conference on Computer Vision (ECCV), 2022 Xin Lai Zhuotao Tian Xiaogang Xu Ying-Cong Chen Shu Liu Hengshuang Zhao Liwei Wang Jiaya Jia 149 51 0 20 Jul 2022
Feature Representation Learning for Unsupervised Cross-domain Image RetrievalEuropean Conference on Computer Vision (ECCV), 2022 Conghui Hu G. Lee 76 30 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 173 23 0 17 Jul 2022
PAC-Bayesian Domain Adaptation Bounds for Multiclass LearnersConference on Uncertainty in Artificial Intelligence (UAI), 2022 Anthony Sicilia Katherine Atwell Malihe Alikhani Seong Jae Hwang BDL 150 11 0 12 Jul 2022
Unsupervised Domain Adaptation through Shape Modeling for Medical Image SegmentationInternational Conference on Medical Imaging with Deep Learning (MIDL), 2022 Xingtai Lv Fengze Liu Zongwei Zhou Yan Wang Wei Shen Yaoyao Liu Yongyi Lu OOD 182 13 0 06 Jul 2022
Optimal transport meets noisy label robust loss and MixUp regularization for domain adaptation Kilian Fatras Hiroki Naganuma Ioannis Mitliagkas OOD 100 8 0 22 Jun 2022
A Survey on Computational Intelligence-based Transfer Learning Mohamad Zamini Eunjin Kim 84 2 0 17 Jun 2022
Balancing Discriminability and Transferability for Source-Free Domain AdaptationInternational Conference on Machine Learning (ICML), 2022 Jogendra Nath Kundu Akshay Ravindra Kulkarni Suvaansh Bhambri Deepesh Mehta Shreyas Kulkarni Varun Jampani R. Venkatesh Babu TTA 131 100 0 16 Jun 2022
Unknown-Aware Domain Adversarial Learning for Open-Set Domain AdaptationNeural Information Processing Systems (NeurIPS), 2022 Joonho Jang Byeonghu Na DongHyeok Shin Mingi Ji Kyungwoo Song Il-Chul Moon 112 58 0 15 Jun 2022
Slimmable Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2022 Rang Meng Weijie Chen Shicai Yang Mingli Song Luojun Lin Di Xie Shiliang Pu Xinchao Wang Weilong Dai Yueting Zhuang 104 16 0 14 Jun 2022
Unsupervised Foggy Scene Understanding via Self Spatial-Temporal Label DiffusionIEEE Transactions on Image Processing (IEEE TIP), 2022 Liang Liao Wenyi Chen Jing Xiao Liang Luo Chia-Wen Lin Shiníchi Satoh DiffM 120 30 0 10 Jun 2022
Searching for Optimal Subword Tokenization in Cross-domain NERInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 Ruotian Ma Yiding Tan Xin Zhou Xuanting Chen Di Liang Sirui Wang Wei Wu Tao Gui Tao Gui OOD 127 20 0 07 Jun 2022
Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated LearningInternational Conference on Machine Learning (ICML), 2022 Zhenheng Tang Yonggang Zhang Shaoshuai Shi Xinfu He Bo Han Xiaowen Chu FedML 189 92 0 06 Jun 2022
Relation Matters: Foreground-aware Graph-based Relational Reasoning for Domain Adaptive Object DetectionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Chaoqi Chen Jiongcheng Li Hong-Yu Zhou Xiaoguang Han Yue Huang Xinghao Ding Yizhou Yu 150 49 0 06 Jun 2022
Transfer without ForgettingEuropean Conference on Computer Vision (ECCV), 2022 Matteo Boschini Lorenzo Bonicelli Angelo Porrello Giovanni Bellitto M. Pennisi S. Palazzo C. Spampinato Simone Calderara CLL 177 59 0 01 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 113 1 0 31 May 2022
Neural Optimal Transport with General Cost FunctionalsInternational Conference on Learning Representations (ICLR), 2022 Arip Asadulaev Alexander Korotin Vage Egiazarian Petr Mokrov Evgeny Burnaev OT 233 39 0 30 May 2022
Divide to Adapt: Mitigating Confirmation Bias for Domain Adaptation of Black-Box PredictorsInternational Conference on Learning Representations (ICLR), 2022 Jianfei Yang Xiangyu Peng Kaidi Wang Zheng Hua Zhu Jiashi Feng Lihua Xie Yang You 155 39 0 28 May 2022
Cycle Label-Consistent Networks for Unsupervised Domain Adaptation Mei Wang Weihong Deng 79 7 0 27 May 2022
Deep face recognition with clustering based domain adaptation Mei Wang Weihong Deng OOD 3DH CVBM 121 53 0 27 May 2022
CA-UDA: Class-Aware Unsupervised Domain Adaptation with Optimal Assignment and Pseudo-Label Refinement Can Zhang G. Lee 131 4 0 26 May 2022