Learning Transferable Features with Deep Adaptation Networks

10 February 2015

Papers citing "Learning Transferable Features with Deep Adaptation Networks"

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Title
Two-phase Pseudo Label Densification for Self-training based Domain Adaptation Inkyu Shin Sanghyun Woo Fei Pan InSo Kweon 27 114 0 09 Dec 2020
Selective Pseudo-Labeling with Reinforcement Learning for Semi-Supervised Domain Adaptation Bingyu Liu Yuhong Guo Jieping Ye Weihong Deng 35 2 0 07 Dec 2020
Domain Adaptation with Incomplete Target Domains Zhenpeng Li Jianan Jiang Yuhong Guo Tiantian Tang Chengxiang Zhuo Jieping Ye 24 1 0 03 Dec 2020
Multi-Modal Detection of Alzheimer's Disease from Speech and Text Amish Mittal Sourav Sahoo Arnhav Datar Juned Kadiwala H. Shalu Jimson Mathew 14 21 0 30 Nov 2020
Heuristic Domain Adaptation Shuhao Cui Xuan Jin Shuhui Wang Yuan He Qingming Huang 30 49 0 30 Nov 2020
Unsupervised Domain Adaptation in Semantic Segmentation via Orthogonal and Clustered Embeddings Marco Toldo Umberto Michieli Pietro Zanuttigh OOD 31 44 0 25 Nov 2020
Online Domain Adaptation for Continuous Cross-Subject Liver Viability Evaluation Based on Irregular Thermal Data Sahand Hajifar Hongyue Sun 18 7 0 24 Nov 2020
Insights From A Large-Scale Database of Material Depictions In Paintings Hubert Lin Mitchell J. P. van Zuijlen M. Wijntjes S. Pont Kavita Bala 26 6 0 24 Nov 2020
Learning Synthetic to Real Transfer for Localization and Navigational Tasks Maxime Pietrantoni Boris Chidlovskii T. Silander 22 0 0 20 Nov 2020
Curriculum CycleGAN for Textual Sentiment Domain Adaptation with Multiple Sources Sicheng Zhao Yang Xiao Jiang Guo Xiangyu Yue Jufeng Yang Ravi Krishna Pengfei Xu Kurt Keutzer 27 17 0 17 Nov 2020
RGBT Tracking via Multi-Adapter Network with Hierarchical Divergence Loss Andong Lu Chenglong Li Y. Yan Jin Tang Bin Luo 15 124 0 14 Nov 2020
RetinaGAN: An Object-aware Approach to Sim-to-Real Transfer Daniel Ho Kanishka Rao Zhuo Xu Eric Jang Mohi Khansari Yunfei Bai GAN LM&Ro 45 97 0 06 Nov 2020
Universal Multi-Source Domain Adaptation Yueming Yin Zhen Yang Haifeng Hu Xiaofu Wu 22 1 0 05 Nov 2020
Against Adversarial Learning: Naturally Distinguish Known and Unknown in Open Set Domain Adaptation Sitong Mao Xiao Shen K. F. Chung 14 0 0 04 Nov 2020
Learning Causal Semantic Representation for Out-of-Distribution Prediction Chang-Shu Liu Xinwei Sun Jindong Wang Haoyue Tang Tao Li Tao Qin Wei Chen Tie-Yan Liu CML OODD OOD 35 104 0 03 Nov 2020
Cross-Domain Sentiment Classification with Contrastive Learning and Mutual Information Maximization Tian Li Xiang Chen Shanghang Zhang Zhen Dong Kurt Keutzer 22 36 0 30 Oct 2020
Emotion controllable speech synthesis using emotion-unlabeled dataset with the assistance of cross-domain speech emotion recognition Xiong Cai Dongyang Dai Zhiyong Wu Xiang Li Jingbei Li Helen Meng 14 66 0 26 Oct 2020
Casting a BAIT for Offline and Online Source-free Domain Adaptation Shiqi Yang Yaxing Wang Joost van de Weijer Luis Herranz Shangling Jui TTA 96 45 0 23 Oct 2020
AdaCrowd: Unlabeled Scene Adaptation for Crowd Counting Mahesh Kumar Krishna Reddy Mrigank Rochan Yiwei Lu Yang Wang 37 25 0 23 Oct 2020
Knowledge Distillation for BERT Unsupervised Domain Adaptation Minho Ryu K. Lee 18 35 0 22 Oct 2020
Teacher-Student Competition for Unsupervised Domain Adaptation Ruixin Xiao Zhilei Liu Baoyuan Wu 23 3 0 19 Oct 2020
Unsupervised Domain Adaptation for Spatio-Temporal Action Localization Nakul Agarwal Yi-Ting Chen Behzad Dariush Ming-Hsuan Yang 27 8 0 19 Oct 2020
Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings Viraj Prabhu Arjun Chandrasekaran Kate Saenko Judy Hoffman OOD 106 124 0 16 Oct 2020
H2O-Net: Self-Supervised Flood Segmentation via Adversarial Domain Adaptation and Label Refinement Peri Akiva Matthew Purri Kristin J. Dana B. Tellman Tyler Anderson 25 25 0 11 Oct 2020
Deep Adversarial Domain Adaptation Based on Multi-layer Joint Kernelized Distance Sitong Mao Jiaxin Chen X. Shen F. Chung TTA 27 0 0 09 Oct 2020
A Brief Review of Domain Adaptation Abolfazl Farahani Sahar Voghoei Khaled Rasheed H. Arabnia OOD 36 527 0 07 Oct 2020
Hierarchical Domain-Adapted Feature Learning for Video Saliency Prediction Giovanni Bellitto Federica Proietto Salanitri S. Palazzo Francesco Rundo Daniela Giordano C. Spampinato MDE 18 52 0 02 Oct 2020
Deep learning for time series classification Hassan Ismail Fawaz BDL AI4TS 43 35 0 01 Oct 2020
Tackling unsupervised multi-source domain adaptation with optimism and consistency Diogo Pernes Jaime S. Cardoso 34 8 0 29 Sep 2020
Scalable Transfer Learning with Expert Models J. Puigcerver C. Riquelme Basil Mustafa Cédric Renggli André Susano Pinto Sylvain Gelly Daniel Keysers N. Houlsby 34 63 0 28 Sep 2020
Deep Adversarial Transition Learning using Cross-Grafted Generative Stacks Jinyong Hou Xuejie Ding Stephen Cranefield Jeremiah D. Deng GAN 33 7 0 25 Sep 2020
How Neural Networks Extrapolate: From Feedforward to Graph Neural Networks Keyulu Xu Mozhi Zhang Jingling Li S. Du Ken-ichi Kawarabayashi Stefanie Jegelka MLT 30 306 0 24 Sep 2020
Domain Adaptation for Outdoor Robot Traversability Estimation from RGB data with Safety-Preserving Loss S. Palazzo D. Guastella L. Cantelli Paolo Spadaro Francesco Rundo Giovanni Muscato D. Giordano C. Spampinato 19 28 0 16 Sep 2020
Conditional Coupled Generative Adversarial Networks for Zero-Shot Domain Adaptation Jinghua Wang Jianmin Jiang GAN 26 35 0 11 Sep 2020
Semantically Adaptive Image-to-image Translation for Domain Adaptation of Semantic Segmentation Luigi Musto Andrea Zinelli VLM 38 36 0 02 Sep 2020
Unsupervised Domain Adaptation with Progressive Adaptation of Subspaces Weikai Li Songcan Chen 38 25 0 01 Sep 2020
A Review of Single-Source Deep Unsupervised Visual Domain Adaptation Sicheng Zhao Xiangyu Yue Shanghang Zhang Bo Li Han Zhao ... Ravi Krishna Joseph E. Gonzalez Alberto L. Sangiovanni-Vincentelli S. Seshia Kurt Keutzer 53 264 0 01 Sep 2020
Adaptively-Accumulated Knowledge Transfer for Partial Domain Adaptation Taotao Jing Haifeng Xia Zhengming Ding 23 29 0 27 Aug 2020
Cross-regional oil palm tree counting and detection via multi-level attention domain adaptation network Juepeng Zheng Haohuan Fu Weijia Li Wenzhao Wu Yi Zhao Runmin Dong Le Yu 27 66 0 26 Aug 2020
Discriminative Cross-Domain Feature Learning for Partial Domain Adaptation Taotao Jing Ming Shao Zhengming Ding 11 6 0 26 Aug 2020
Learning Target Domain Specific Classifier for Partial Domain Adaptation Chuan-Xian Ren Pengfei Ge Peiyi Yang Shuicheng Yan 115 43 0 25 Aug 2020
Learning Kernel for Conditional Moment-Matching Discrepancy-based Image Classification Chuan-Xian Ren Pengfei Ge D. Dai Hong Yan 25 15 0 24 Aug 2020
Domain Adaptation of Learned Features for Visual Localization Sungyong Baik Hyo Jin Kim Tianwei Shen Eddy Ilg Kyoung Mu Lee Chris Sweeney OOD 30 6 0 21 Aug 2020
Personalized Deep Learning for Ventricular Arrhythmias Detection on Medical IoT Systems Zhenge Jia Zhepeng Wang Feng Hong Lichuan Ping Yiyu Shi Jiaxi Hu 34 18 0 18 Aug 2020
Dataset Bias in Few-shot Image Recognition Shuqiang Jiang Yaohui Zhu Chenlong Liu Xinhang Song Xiangyang Li Weiqing Min 36 22 0 18 Aug 2020
On Localized Discrepancy for Domain Adaptation Yuchen Zhang Mingsheng Long Jianmin Wang Michael I. Jordan 23 18 0 14 Aug 2020
Network Architecture Search for Domain Adaptation Yichen Li Xingchao Peng OOD 24 15 0 13 Aug 2020
Learning to Cluster under Domain Shift Willi Menapace Stéphane Lathuilière Elisa Ricci OOD 19 14 0 11 Aug 2020
Unravelling Small Sample Size Problems in the Deep Learning World Rohit Keshari Soumyadeep Ghosh S. Chhabra Mayank Vatsa Richa Singh 45 33 0 08 Aug 2020
Associative Partial Domain Adaptation Youngeun Kim Sungeun Hong Seunghan Yang Sungil Kang Yunho Jeon Jiwon Kim 22 7 0 07 Aug 2020