Deep Domain Confusion: Maximizing for Domain Invariance

10 December 2014

Papers citing "Deep Domain Confusion: Maximizing for Domain Invariance"

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Title
Multi-modal Deep Analysis for Multimedia Wenwu Zhu Xin Eric Wang Hongzhi Li 76 43 0 11 Oct 2019
Conditional out-of-sample generation for unpaired data using trVAE M. Lotfollahi Mohsen Naghipourfar Fabian J. Theis F. A. Wolf GAN ViT DRL 139 19 0 04 Oct 2019
Domain Adaptation for Semantic Segmentation with Maximum Squares Loss Minghao Chen Hongyang Xue Deng Cai 97 288 0 30 Sep 2019
Range Adaptation for 3D Object Detection in LiDAR Ze Wang Sihao Ding Ying Li Minming Zhao Sohini Roychowdhury Andreas Wallin Guillermo Sapiro Qiang Qiu 3DPC 73 28 0 26 Sep 2019
Matching Embeddings for Domain Adaptation M. Pérez-Carrasco Guillermo Cabrera-Vives P. Protopapas N. Astorga Marouan Belhaj GAN DRL 47 1 0 25 Sep 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 173 358 0 25 Sep 2019
A Dictionary Approach to Domain-Invariant Learning in Deep Networks Ze Wang Xiuyuan Cheng Guillermo Sapiro Qiang Qiu OOD 35 0 0 25 Sep 2019
Wasserstein Distance Based Domain Adaptation for Object Detection Pengcheng Xu Prudhvi K. Gurram Gene T. Whipps Rama Chellappa OOD 68 21 0 18 Sep 2019
Transfer Learning with Dynamic Adversarial Adaptation Network Chaohui Yu Jindong Wang Yiqiang Chen Meiyu Huang TTA OOD 69 304 0 18 Sep 2019
Adversarial Feature Training for Generalizable Robotic Visuomotor Control Xi Chen Ali Ghadirzadeh Mårten Björkman Patric Jensfelt 72 13 0 17 Sep 2019
Cycle-consistent Conditional Adversarial Transfer Networks Jingjing Li Erpeng Chen Zhengming Ding Lei Zhu Ke Lu Zi Huang 82 71 0 17 Sep 2019
Transfer Learning with Dynamic Distribution Adaptation Jindong Wang Yiqiang Chen Wenjie Feng Han Yu Meiyu Huang Qiang Yang OOD 96 246 0 17 Sep 2019
Attention-Aware Age-Agnostic Visual Place Recognition Ziqi Wang Jiahui Li Seyran Khademi Jan van Gemert OOD 64 19 0 11 Sep 2019
MULE: Multimodal Universal Language Embedding Donghyun Kim Kuniaki Saito Kate Saenko Stan Sclaroff Bryan A. Plummer VLM 99 40 0 08 Sep 2019
Distributionally Robust Language Modeling Yonatan Oren Shiori Sagawa Tatsunori B. Hashimoto Percy Liang OOD 110 177 0 04 Sep 2019
Exploiting Parallel Audio Recordings to Enforce Device Invariance in CNN-based Acoustic Scene Classification Paul Primus Hamid Eghbalzadeh David Eitelsebner Khaled Koutini A. Arzt Gerhard Widmer 59 17 0 04 Sep 2019
Graph Transfer Learning via Adversarial Domain Adaptation with Graph Convolution Quanyu Dai Xiao-Ming Wu Jiaren Xiao Xiao Shen Dan Wang OOD 115 94 0 04 Sep 2019
Topics to Avoid: Demoting Latent Confounds in Text Classification Sachin Kumar S. Wintner Noah A. Smith Yulia Tsvetkov BDL OOD 109 31 0 01 Sep 2019
Confidence Regularized Self-Training Yang Zou Zhiding Yu Xiaofeng Liu B. Kumar Jinsong Wang 376 799 0 26 Aug 2019
Domain-Invariant Feature Distillation for Cross-Domain Sentiment Classification Mengting Hu Yike Wu Shiwan Zhao Honglei Guo Renhong Cheng Zhong Su 70 22 0 24 Aug 2019
Self-reinforcing Unsupervised Matching Jiang Lu Lei Li Changshui Zhang 64 5 0 23 Aug 2019
Federated Learning with Additional Mechanisms on Clients to Reduce Communication Costs Xin Yao Tianchi Huang Chenglei Wu Ruixiao Zhang Lifeng Sun FedML 73 38 0 16 Aug 2019
Improving Robustness of Deep Learning Based Knee MRI Segmentation: Mixup and Adversarial Domain Adaptation E. Panfilov A. Tiulpin S. Klein M. Nieminen S. Saarakkala OOD 114 80 0 12 Aug 2019
UM-Adapt: Unsupervised Multi-Task Adaptation Using Adversarial Cross-Task Distillation Jogendra Nath Kundu Nishank Lakkakula R. Venkatesh Babu 74 59 0 11 Aug 2019
Attract or Distract: Exploit the Margin of Open Set Qianyu Feng Guoliang Kang Hehe Fan Yezhou Yang 83 56 0 06 Aug 2019
Weight Friction: A Simple Method to Overcome Catastrophic Forgetting and Enable Continual Learning Gabrielle K. Liu 27 0 0 02 Aug 2019
Adversarial Camera Alignment Network for Unsupervised Cross-camera Person Re-identification Lei Qi Lei Wang Jing Huo Yinghuan Shi Xin Geng Yang Gao GAN 93 24 0 02 Aug 2019
Sound source detection, localization and classification using consecutive ensemble of CRNN models Slawomir Kapka M. Lewandowski 124 66 0 02 Aug 2019
Open Set Domain Adaptation for Image and Action Recognition Pau Panareda Busto Ahsan Iqbal Juergen Gall VLM 86 89 0 30 Jul 2019
Hidden Covariate Shift: A Minimal Assumption For Domain Adaptation Victor Bouvier P. Very C´eline Hudelot C. Chastagnol 35 7 0 29 Jul 2019
Regularizing Proxies with Multi-Adversarial Training for Unsupervised Domain-Adaptive Semantic Segmentation T. Shen Dong Gong Wei Zhang Chunhua Shen Tao Mei GAN 82 18 0 29 Jul 2019
Environment Probing Interaction Policies Wenxuan Zhou Lerrel Pinto Abhinav Gupta 71 67 0 26 Jul 2019
Multi-level Domain Adaptive learning for Cross-Domain Detection Rongchang Xie Fei Yu Jiachao Wang Yizhou Wang Li Zhang ObjD OOD 103 93 0 26 Jul 2019
Don't Worry About the Weather: Unsupervised Condition-Dependent Domain Adaptation Horia Porav Tom Bruls Paul Newman OOD 70 23 0 25 Jul 2019
Curriculum based Dropout Discriminator for Domain Adaptation V. Kurmi Vipul Bajaj K. Venkatesh Vinay P. Namboodiri OOD 110 14 0 24 Jul 2019
FedHealth: A Federated Transfer Learning Framework for Wearable Healthcare Yiqiang Chen Jindong Wang Chaohui Yu Wen Gao Xin Qin FedML 124 725 0 22 Jul 2019
Remaining Useful Lifetime Prediction via Deep Domain Adaptation P. Costa A. Akçay Yingqian Zhang U. Kaymak AI4CE 68 268 0 17 Jul 2019
Multifaceted Analysis of Fine-Tuning in Deep Model for Visual Recognition Xiangyang Li Luis Herranz Shuqiang Jiang 213 2 0 11 Jul 2019
Agile Domain Adaptation Jingjing Li Mengmeng Jing Yue Xie Ke Lu Zi Huang 46 3 0 11 Jul 2019
Data Efficient Unsupervised Domain Adaptation for Cross-Modality Image Segmentation O. Cheng Konstantinos Kamnitsas C. Biffi Jinming Duan Daniel Rueckert OOD 86 97 0 05 Jul 2019
One Network for Multi-Domains: Domain Adaptive Hashing with Intersectant Generative Adversarial Network Tao He Yuan-Fang Li Lianli Gao Dongxiang Zhang Jingkuan Song 43 11 0 01 Jul 2019
Domain Adaptation for Enterprise Email Search Brandon Tran Maryam Karimzadehgan Rama Kumar Pasumarthi Michael Bendersky Donald Metzler 61 23 0 19 Jun 2019
Locality Preserving Joint Transfer for Domain Adaptation Jingjing Li Mengmeng Jing Ke Lu Zhu Lei Jikang Cheng TTA 52 215 0 18 Jun 2019
Differentiated Backprojection Domain Deep Learning for Conebeam Artifact Removal Yoseob Han Junyoung Kim J. C. Ye 3DPC MedIm 42 16 0 17 Jun 2019
Tackling Partial Domain Adaptation with Self-Supervision S. Bucci A. DÍnnocente Tatiana Tommasi 73 22 0 12 Jun 2019
Joint Semantic Domain Alignment and Target Classifier Learning for Unsupervised Domain Adaptation Dongdong Chen Yisen Wang Jinfeng Yi Zaiyi Chen Zhi Zhou 131 4 0 10 Jun 2019
Attending to Discriminative Certainty for Domain Adaptation V. Kurmi Shanu Kumar Vinay P. Namboodiri OOD 107 108 0 08 Jun 2019
Adaptation Across Extreme Variations using Unlabeled Domain Bridges Shuyang Dai Kihyuk Sohn Yi-Hsuan Tsai Lawrence Carin Manmohan Chandraker 76 12 0 05 Jun 2019
What, Where and How to Transfer in SAR Target Recognition Based on Deep CNNs Zhongling Huang Zongxu Pan Bin Lei 65 155 0 04 Jun 2019
Discriminative Clustering for Robust Unsupervised Domain Adaptation Rui Wang Guoyin Wang Ricardo Henao OOD 44 4 0 30 May 2019