Unsupervised Domain Adaptation by Backpropagation

26 September 2014

Papers citing "Unsupervised Domain Adaptation by Backpropagation"

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Title
Disentanglement for audio-visual emotion recognition using multitask setup Raghuveer Peri Srinivas Parthasarathy Charles Bradshaw Shiva Sundaram 31 11 0 11 Feb 2021
Quantifying and Mitigating Privacy Risks of Contrastive Learning Xinlei He Yang Zhang 21 51 0 08 Feb 2021
Does Typological Blinding Impede Cross-Lingual Sharing? Johannes Bjerva Isabelle Augenstein 29 17 0 28 Jan 2021
Controlling by Showing: i-Mimic: A Video-based Method to Control Robotic Arms D. Chakraborty Mukesh Sharma Bhaskar Vijay 16 0 0 27 Jan 2021
Diverse Adversaries for Mitigating Bias in Training Xudong Han Timothy Baldwin Trevor Cohn 13 62 0 25 Jan 2021
Weakly Supervised Learning for Facial Behavior Analysis : A Review G. Praveen Member Ieee Eric Granger Member Ieee Patrick Cardinal CVBM 39 6 0 25 Jan 2021
DAIL: Dataset-Aware and Invariant Learning for Face Recognition Gaoang Wang Lin Chen Tianqiang Liu Ming He Jiebo Luo CVBM 36 5 0 14 Jan 2021
One-Class Classification: A Survey Pramuditha Perera Poojan Oza Vishal M. Patel 57 112 0 08 Jan 2021
Advances in Electron Microscopy with Deep Learning Jeffrey M. Ede 45 2 0 04 Jan 2021
Adversarial Unsupervised Domain Adaptation for Harmonic-Percussive Source Separation Carlos Lordelo Emmanouil Benetos S. Dixon Sven Ahlback Ohlsson Patrik 33 8 0 03 Jan 2021
Dual-Refinement: Joint Label and Feature Refinement for Unsupervised Domain Adaptive Person Re-Identification Yongxing Dai Jun Liu Yan Bai Zekun Tong Ling-yu Duan 31 77 0 26 Dec 2020
AutonoML: Towards an Integrated Framework for Autonomous Machine Learning D. Kedziora Katarzyna Musial Bogdan Gabrys 30 16 0 23 Dec 2020
Open Set Domain Adaptation by Extreme Value Theory Yiming Xu Diego Klabjan VLM 39 3 0 22 Dec 2020
Learning Disentangled Semantic Representation for Domain Adaptation Ruichu Cai Zijian Li Pengfei Wei Jie Qiao Kun Zhang Zhifeng Hao OOD DRL 22 127 0 22 Dec 2020
Semi-Supervised Disentangled Framework for Transferable Named Entity Recognition Zhifeng Hao Di Lv Zijian Li Ruichu Cai Wen Wen Boyan Xu 19 12 0 22 Dec 2020
Time Series Domain Adaptation via Sparse Associative Structure Alignment Ruichu Cai Jiawei Chen Zijian Li Wei Chen Keli Zhang Junjian Ye Zhuozhang Li Xiaoyan Yang Zhenjie Zhang CML TTA OOD AI4TS 27 88 0 22 Dec 2020
SENTRY: Selective Entropy Optimization via Committee Consistency for Unsupervised Domain Adaptation Viraj Prabhu Shivam Khare Deeksha Kartik Judy Hoffman 46 133 0 21 Dec 2020
I3DOL: Incremental 3D Object Learning without Catastrophic Forgetting Jiahua Dong Yang Cong Gan Sun Bingtao Ma Lichen Wang 3DPC CLL 48 32 0 16 Dec 2020
Continuous Gesture Recognition from sEMG Sensor Data with Recurrent Neural Networks and Adversarial Domain Adaptation I. Sosin D. Kudenko A. Shpilman 14 20 0 16 Dec 2020
mDALU: Multi-Source Domain Adaptation and Label Unification with Partial Datasets R. Gong Dengxin Dai Yuhua Chen Wen Li Luc Van Gool 27 22 0 15 Dec 2020
Cross-Domain Grouping and Alignment for Domain Adaptive Semantic Segmentation Minsu Kim Sunghun Joung Seungryong Kim Jungin Park Ig-Jae Kim Kwanghoon Sohn OOD 41 15 0 15 Dec 2020
Hypothesis Disparity Regularized Mutual Information Maximization Qicheng Lao Xiang Jiang Mohammad Havaei 33 24 0 15 Dec 2020
WILDS: A Benchmark of in-the-Wild Distribution Shifts Pang Wei Koh Shiori Sagawa Henrik Marklund Sang Michael Xie Marvin Zhang ... A. Kundaje Emma Pierson Sergey Levine Chelsea Finn Percy Liang OOD 108 1,386 0 14 Dec 2020
Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer Jian Liang Dapeng Hu Yunbo Wang Ran He Jiashi Feng 151 250 0 14 Dec 2020
Bi-Classifier Determinacy Maximization for Unsupervised Domain Adaptation Shuang Li Fangrui Lv Binhui Xie Chi Harold Liu Jian Liang Chen Qin 33 112 0 13 Dec 2020
A Registration-aided Domain Adaptation Network for 3D Point Cloud Based Place Recognition Zhijian Qiao Hanjiang Hu Zhuowen Shen Siyuan Chen Zhe Liu Hesheng Wang 3DPC 16 11 0 09 Dec 2020
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
Continual Adaptation of Visual Representations via Domain Randomization and Meta-learning Riccardo Volpi Diane Larlus Grégory Rogez VLM OOD CLL 28 74 0 08 Dec 2020
Weakly-Supervised Cross-Domain Adaptation for Endoscopic Lesions Segmentation Jiahua Dong Yang Cong Gan Sun Yunsheng Yang Xiaowei Xu Zhengming Ding MedIm 30 36 0 08 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
Learning by Passing Tests, with Application to Neural Architecture Search Xuefeng Du Haochen Zhang P. Xie 23 4 0 30 Nov 2020
Heuristic Domain Adaptation Shuhao Cui Xuan Jin Shuhui Wang Yuan He Qingming Huang 30 49 0 30 Nov 2020
Malaria Detection and Classificaiton R. Manku Ayush Sharma Anand Panchbhai 33 8 0 29 Nov 2020
They are Not Completely Useless: Towards Recycling Transferable Unlabeled Data for Class-Mismatched Semi-Supervised Learning Zhuo Huang Ying Tai Chengjie Wang Jian Yang Chen Gong 36 23 0 27 Nov 2020
Unsupervised Domain Adaptation in Semantic Segmentation via Orthogonal and Clustered Embeddings Marco Toldo Umberto Michieli Pietro Zanuttigh OOD 34 44 0 25 Nov 2020
Learning Synthetic to Real Transfer for Localization and Navigational Tasks Maxime Pietrantoni Boris Chidlovskii T. Silander 22 0 0 20 Nov 2020
Deep Serial Number: Computational Watermarking for DNN Intellectual Property Protection Ruixiang Tang Mengnan Du Xia Hu 43 3 0 17 Nov 2020
Whose hand is this? Person Identification from Egocentric Hand Gestures Satoshi Tsutsui Yanwei Fu David J. Crandall EgoV 16 7 0 17 Nov 2020
Towards All-around Knowledge Transferring: Learning From Task-irrelevant Labels Hai-Tao Zheng Ruiyang Liu Zihao Zhang Ning Ding Ying Shen Li Tao Haitao Zheng 21 0 0 17 Nov 2020
Reinforcement Learning with Videos: Combining Offline Observations with Interaction Karl Schmeckpeper Oleh Rybkin Kostas Daniilidis Sergey Levine Chelsea Finn OffRL 18 105 0 12 Nov 2020
Domain-Aware Unsupervised Hyperspectral Reconstruction for Aerial Image Dehazing Aditya Mehta Harsh Sinha Murari Mandal Pratik Narang 42 44 0 07 Nov 2020
Leveraging speaker attribute information using multi task learning for speaker verification and diarization Chau Luu P. Bell Steve Renals 32 9 0 27 Oct 2020
Deep Learning for Radio-based Human Sensing: Recent Advances and Future Directions Isura Nirmal Abdelwahed Khamis Mahbub Hassan Wen Hu Xiaoqing Zhu 31 68 0 23 Oct 2020
Rediscovering the Slavic Continuum in Representations Emerging from Neural Models of Spoken Language Identification Badr M. Abdullah Jacek Kudera T. Avgustinova Bernd Möbius Dietrich Klakow 33 5 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
Maximum-Entropy Adversarial Data Augmentation for Improved Generalization and Robustness Long Zhao Ting Liu Xi Peng Dimitris N. Metaxas OOD AAML 27 165 0 15 Oct 2020
Just Pick a Sign: Optimizing Deep Multitask Models with Gradient Sign Dropout Zhao Chen Jiquan Ngiam Yanping Huang Thang Luong Henrik Kretzschmar Yuning Chai Dragomir Anguelov 41 207 0 14 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