Learning Transferable Features with Deep Adaptation Networks

10 February 2015

Papers citing "Learning Transferable Features with Deep Adaptation Networks"

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Title
Unsupervised Adaptation from Repeated Traversals for Autonomous Driving Yurong You Cheng Perng Phoo Katie Z Luo Travis Zhang Wei-Lun Chao Bharath Hariharan Mark E. Campbell Kilian Q. Weinberger 18 12 0 27 Mar 2023
Federated Learning without Full Labels: A Survey Yilun Jin Yang Liu Kai Chen Qian Yang FedML 17 26 0 25 Mar 2023
Fairness meets Cross-Domain Learning: a new perspective on Models and Metrics Leonardo Iurada S. Bucci Timothy M. Hospedales Tatiana Tommasi 27 0 0 25 Mar 2023
2PCNet: Two-Phase Consistency Training for Day-to-Night Unsupervised Domain Adaptive Object Detection Mikhail Kennerley Jian-Gang Wang B. Veeravalli R. Tan ObjD 53 34 0 24 Mar 2023
Robust Generalization against Photon-Limited Corruptions via Worst-Case Sharpness Minimization Zhuo Huang Miaoxi Zhu Xiaobo Xia Li Shen Jun Yu Chen Gong Bo Han Bo Du Tongliang Liu 38 33 0 23 Mar 2023
Unsupervised Domain Adaptation for Training Event-Based Networks Using Contrastive Learning and Uncorrelated Conditioning Dayuan Jian Mohammad Rostami 36 14 0 22 Mar 2023
Confidence Attention and Generalization Enhanced Distillation for Continuous Video Domain Adaptation Xiyu Wang Yuecong Xu Jianfei Yang Xiaoli Li Zhenghua Chen TTA 34 0 0 18 Mar 2023
MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling Xuzhe Zhang Yu-Hsun Wu S. Entringer H. Simhan Jia Guo ... A. Jackowski Haifeng Li J. Posner Andrew F. Laine Yun Wang OOD 20 11 0 16 Mar 2023
Learning for Amalgamation: A Multi-Source Transfer Learning Framework For Sentiment Classification Cuong V. Nguyen Khiem H. Le Anh Tran Quang Pham Binh T. Nguyen 15 14 0 16 Mar 2023
Practicality of generalization guarantees for unsupervised domain adaptation with neural networks Adam Breitholtz Fredrik D. Johansson OOD 23 1 0 15 Mar 2023
Multimodal Multi-User Surface Recognition with the Kernel Two-Sample Test Behnam Khojasteh Friedrich Solowjow Sebastian Trimpe Katherine J. Kuchenbecker 18 6 0 08 Mar 2023
Imbalanced Open Set Domain Adaptation via Moving-threshold Estimation and Gradual Alignment Jinghan Ru Jun Tian Zhekai Du Chengwei Xiao Jingjing Li H. Shen 35 12 0 08 Mar 2023
Guiding Pseudo-labels with Uncertainty Estimation for Source-free Unsupervised Domain Adaptation Mattia Litrico Alessio Del Bue Pietro Morerio UQCV 44 59 0 07 Mar 2023
Adaptive Texture Filtering for Single-Domain Generalized Segmentation Xinhui Li Mingjiang Li Yaxing Wang Chuan-Xian Ren Xiaojie Guo 32 5 0 06 Mar 2023
DiTTO: A Feature Representation Imitation Approach for Improving Cross-Lingual Transfer Shanu Kumar Abbaraju Soujanya Sandipan Dandapat Sunayana Sitaram Monojit Choudhury VLM 33 1 0 04 Mar 2023
Cluster-Guided Semi-Supervised Domain Adaptation for Imbalanced Medical Image Classification S. Harada Ryoma Bise Kengo Araki Akihiko Yoshizawa Kazuhiro Terada Mariyo Rokutan-Kurata N. Nakajima Hiroyuki Abe T. Ushiku Seiichi Uchida OOD 8 2 0 02 Mar 2023
Multi-Source Soft Pseudo-Label Learning with Domain Similarity-based Weighting for Semantic Segmentation Shigemichi Matsuzaki Hiroaki Masuzawa Jun Miura 57 5 0 02 Mar 2023
Convolutional Visual Prompt for Robust Visual Perception Yun-Yun Tsai Chengzhi Mao Junfeng Yang VLM VPVLM 39 13 0 01 Mar 2023
A Comprehensive Survey on Source-free Domain Adaptation Zhiqi Yu Jingjing Li Zhekai Du Lei Zhu H. Shen TTA 39 96 0 23 Feb 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 37 50 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 36 0 0 12 Feb 2023
Cross-Corpora Spoken Language Identification with Domain Diversification and Generalization Spandan Dey Md. Sahidullah G. Saha 21 11 0 10 Feb 2023
MAPS: A Noise-Robust Progressive Learning Approach for Source-Free Domain Adaptive Keypoint Detection Yuhe Ding Jian Liang Bo Jiang A. Zheng Ran He 3DPC 34 8 0 09 Feb 2023
Improving Domain Generalization with Domain Relations Huaxiu Yao Xinyu Yang Xinyi Pan Shengchao Liu Pang Wei Koh Chelsea Finn OOD AI4CE 57 8 0 06 Feb 2023
Domain Adaptation via Rebalanced Sub-domain Alignment Yi-Ling Liu Juncheng Dong Ziyang Jiang Ahmed Aloui Keyu Li Hunter Klein Vahid Tarokh David Carlson 38 2 0 03 Feb 2023
Interpretations of Domain Adaptations via Layer Variational Analysis Huan-Hsin Tseng Hsin-Yi Lin Kuo-Hsuan Hung Yu Tsao FAtt 38 4 0 03 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 40 6 0 03 Feb 2023
When Source-Free Domain Adaptation Meets Learning with Noisy Labels L. Yi Gezheng Xu Pengcheng Xu Jiaqi Li Ruizhi Pu Charles Ling A. McLeod Boyu Wang 25 39 0 31 Jan 2023
DAFD: Domain Adaptation via Feature Disentanglement for Image Classification Zhize Wu Changjiang Du Lekang Zou Ming Tan Tong Xu Fan-Ning Cheng Fudong Nian T. Weise 32 2 0 30 Jan 2023
Feasibility and Transferability of Transfer Learning: A Mathematical Framework Haoyang Cao Haotian Gu Xin Guo M. Rosenbaum 41 2 0 27 Jan 2023
Open Problems in Applied Deep Learning M. Raissi AI4CE 53 2 0 26 Jan 2023
Discriminator-free Unsupervised Domain Adaptation for Multi-label Image Classification Inder Pal Singh Enjie Ghorbel Anis Kacem A. Rathinam Djamila Aouada 38 3 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 30 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 35 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 27 1 0 16 Jan 2023
Learning Transformations To Reduce the Geometric Shift in Object Detection Vidit Vidit Martin Engilberge Mathieu Salzmann ObjD 57 4 0 13 Jan 2023
High-level semantic feature matters few-shot unsupervised domain adaptation Lei Yu Wanqi Yang Sheng Huang Lei Wang Ming Yang 27 3 0 05 Jan 2023
Sample-Efficient Unsupervised Domain Adaptation of Speech Recognition Systems A case study for Modern Greek Georgios Paraskevopoulos Theodoros Kouzelis Georgios Rouvalis Athanasios Katsamanis Vassilis Katsouros Alexandros Potamianos VLM 30 7 0 31 Dec 2022
Learning List-Level Domain-Invariant Representations for Ranking Ruicheng Xian Honglei Zhuang Zhen Qin Hamed Zamani Jing Lu Ji Ma Kai Hui Han Zhao Xuanhui Wang Michael Bendersky OOD 54 9 0 21 Dec 2022
A Probabilistic Framework for Lifelong Test-Time Adaptation Dhanajit Brahma Piyush Rai TTA 24 35 0 19 Dec 2022
Cap2Aug: Caption guided Image to Image data Augmentation Aniket Roy Anshul B. Shah Ketul Shah Anirban Roy Rama Chellappa DiffM 33 0 0 11 Dec 2022
Augmenting Knowledge Transfer across Graphs Yuzhen Mao Jianhui Sun Dawei Zhou 38 1 0 09 Dec 2022
WIDER & CLOSER: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition Jun-Yu Ma Beiduo Chen Jia-Chen Gu Zhen-Hua Ling Wu Guo Quan Liu Zhigang Chen Cong Liu 31 10 0 07 Dec 2022
Union-set Multi-source Model Adaptation for Semantic Segmentation Zongyao Li Ren Togo Takahiro Ogawa Miki Haseyama 21 4 0 06 Dec 2022
Domain-Invariant Feature Alignment Using Variational Inference For Partial Domain Adaptation Sandipan Choudhuri Suli C. Adeniye Arunabha Sen Hemanth Venkateswara DRL 24 0 0 03 Dec 2022
Stable Learning via Sparse Variable Independence Han Yu Peng Cui Yue He Zheyan Shen Yong Lin Renzhe Xu Xingxuan Zhang OOD 40 13 0 02 Dec 2022
CONDA: Continual Unsupervised Domain Adaptation Learning in Visual Perception for Self-Driving Cars Thanh-Dat Truong Pierce Helton A. Moustafa J. Cothren Khoa Luu CLL 53 7 0 01 Dec 2022
Rethinking Two Consensuses of the Transferability in Deep Learning Yixiong Chen Jingxia Li C. Ding Li Liu 36 2 0 01 Dec 2022
Domain Adaptive Scene Text Detection via Subcategorization Zichen Tian Chuhui Xue Jingyi Zhang Shijian Lu 31 4 0 01 Dec 2022