Beyond Sharing Weights for Deep Domain Adaptation

21 March 2016

Papers citing "Beyond Sharing Weights for Deep Domain Adaptation"

50 / 57 papers shown

Title
Model Adaptation: Unsupervised Domain Adaptation without Source Data Rui Li Qianfen Jiao Wenming Cao Hau-San Wong Si Wu OOD 115 480 0 26 Feb 2025
Stein Discrepancy for Unsupervised Domain Adaptation Anneke von Seeger Dongmian Zou Gilad Lerman 92 0 0 24 Feb 2025
UDA4Inst: Unsupervised Domain Adaptation for Instance Segmentation Yachan Guo Yi Xiao Danna Xue Jose Luis Gomez Zurita Antonio M. López 63 0 0 15 May 2024
M3BAT: Unsupervised Domain Adaptation for Multimodal Mobile Sensing with Multi-Branch Adversarial Training L. Meegahapola Hamza Hassoune D. Gática-Pérez 37 9 0 26 Apr 2024
A Comprehensive Review of Machine Learning Advances on Data Change: A Cross-Field Perspective Jeng-Lin Li Chih-Fan Hsu Ming-Ching Chang Wei-Chao Chen OOD 44 2 0 20 Feb 2024
Few-Shot Domain Adaptation for Low Light RAW Image Enhancement K. Prabhakar Vishal Vinod N. Sahoo Venkatesh Babu Radhakrishnan 22 7 0 27 Mar 2023
Multimodal Multi-User Surface Recognition with the Kernel Two-Sample Test Behnam Khojasteh Friedrich Solowjow Sebastian Trimpe K. J. Kuchenbecker 13 5 0 08 Mar 2023
Unsupervised Domain Adaptation via Distilled Discriminative Clustering Hui Tang Yaowei Wang K. Jia OOD 20 43 0 23 Feb 2023
DAFD: Domain Adaptation via Feature Disentanglement for Image Classification Zhize Wu Changjiang Du Lekang Zou Ming Tan Tong Bill Xu Fan-Ning Cheng Fudong Nian T. Weise 21 2 0 30 Jan 2023
Instance-level Heterogeneous Domain Adaptation for Limited-labeled Sketch-to-Photo Retrieval Fan Yang Yang Wu Zheng Wang Xiang Li S. Sakti Satoshi Nakamura VLM 17 25 0 26 Nov 2022
Syntax-Guided Domain Adaptation for Aspect-based Sentiment Analysis Anguo Dong Cuiyun Gao Yan Jia Qing Liao Xuan Wang Lei Wang Jing Xiao 24 1 0 10 Nov 2022
Attention Regularized Laplace Graph for Domain Adaptation Lingkun Luo Limin Chen Shiqiang Hu AI4CE 24 7 0 15 Oct 2022
A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning Dimitrios Sykas Maria Sdraka Dimitrios Zografakis Ioannis Papoutsis 17 36 0 02 Apr 2022
Priming Cross-Session Motor Imagery Classification with A Universal Deep Domain Adaptation Framework Zhengqing Miao Xin Zhang C. Menon Yelong Zheng Mei-rong Zhao Dong Ming 33 18 0 19 Feb 2022
Addressing modern and practical challenges in machine learning: A survey of online federated and transfer learning Shuang Dai Fanlin Meng FedML OnRL 37 21 0 07 Feb 2022
Measure and Improve Robustness in NLP Models: A Survey Xuezhi Wang Haohan Wang Diyi Yang 139 130 0 15 Dec 2021
Task2Sim : Towards Effective Pre-training and Transfer from Synthetic Data Samarth Mishra Rameswar Panda Cheng Perng Phoo Chun-Fu Chen Leonid Karlinsky Kate Saenko Venkatesh Saligrama Rogerio Feris 26 33 0 30 Nov 2021
Toward Learning Human-aligned Cross-domain Robust Models by Countering Misaligned Features Haohan Wang Zeyi Huang Hanlin Zhang Yong Jae Lee Eric P. Xing OOD 129 16 0 05 Nov 2021
Domain Adaptation and Active Learning for Fine-Grained Recognition in the Field of Biodiversity Bernd Gruner Matthias Körschens Björn Barz Joachim Denzler 19 0 0 22 Oct 2021
Dynamic Feature Alignment for Semi-supervised Domain Adaptation Yu Zhang G. Liang Nathan Jacobs 22 10 0 18 Oct 2021
FDA: Feature Decomposition and Aggregation for Robust Airway Segmentation Minghui Zhang Xin Yu Hanxiao Zhang Hao Zheng Weihao Yu Hong Pan Xiang-Ran Cai Yun Gu 3DPC 19 21 0 07 Sep 2021
Federated Multi-Target Domain Adaptation Chun-Han Yao Boqing Gong Yin Cui Qi Yukun Zhu Ming-Hsuan Yang OOD FedML 11 63 0 17 Aug 2021
Online Adaptation to Label Distribution Shift Ruihan Wu Chuan Guo Yi-Hsun Su Kilian Q. Weinberger 13 47 0 09 Jul 2021
Unsupervised Sentiment Analysis by Transferring Multi-source Knowledge Yong Dai Jian-Dong Liu Jian Zhang H. Fu Zenglin Xu 27 12 0 09 May 2021
Domain Adaptation for Semantic Segmentation via Patch-Wise Contrastive Learning Weizhe Liu David Ferstl S. Schulter L. Zebedin Pascal Fua C. Leistner 92 38 0 22 Apr 2021
Lifelong Learning with Sketched Structural Regularization Haoran Li A. Krishnan Jingfeng Wu Soheil Kolouri Praveen K. Pilly Vladimir Braverman CLL 22 17 0 17 Apr 2021
Leveraging Self-Supervision for Cross-Domain Crowd Counting Weizhe Liu N. Durasov Pascal Fua 19 40 0 30 Mar 2021
Deep Visual Domain Adaptation G. Csurka OOD 138 185 0 28 Dec 2020
Unsupervised Neural Domain Adaptation for Document Image Binarization Francisco J. Castellanos Antonio Javier Gallego Jorge Calvo-Zaragoza OOD 19 21 0 02 Dec 2020
Deep Adversarial Transition Learning using Cross-Grafted Generative Stacks Jinyong Hou Xuejie Ding Stephen Cranefield Jeremiah D. Deng GAN 20 7 0 25 Sep 2020
A Review of Single-Source Deep Unsupervised Visual Domain Adaptation Sicheng Zhao Xiangyu Yue Shanghang Zhang Bo-wen Li Han Zhao ... Ravi Krishna Joseph E. Gonzalez Alberto L. Sangiovanni-Vincentelli S. Seshia Kurt Keutzer 34 263 0 01 Sep 2020
Towards Robust Pattern Recognition: A Review Xu-Yao Zhang Cheng-Lin Liu C. Suen OOD HAI 19 102 0 12 Jun 2020
Introducing Pose Consistency and Warp-Alignment for Self-Supervised 6D Object Pose Estimation in Color Images Juil Sock Guillermo Garcia-Hernando Anil Armagan Tae-Kyun Kim 24 5 0 27 Mar 2020
Domain Adaptation by Class Centroid Matching and Local Manifold Self-Learning Lei Tian Yongqiang Tang Liangchen Hu Zhida Ren Wensheng Zhang 33 62 0 20 Mar 2020
DeepURL: Deep Pose Estimation Framework for Underwater Relative Localization Bharat Joshi M. Modasshir Travis Manderson Hunter Damron M. Xanthidis Alberto Quattrini Li Ioannis M. Rekleitis Gregory Dudek 36 26 0 11 Mar 2020
Enlarging Discriminative Power by Adding an Extra Class in Unsupervised Domain Adaptation H. Tran Sumyeong Ahn Taeyoung Lee Yung Yi 18 2 0 19 Feb 2020
Multi-Source Domain Adaptation for Text Classification via DistanceNet-Bandits Han Guo Ramakanth Pasunuru Mohit Bansal 22 114 0 13 Jan 2020
Curriculum Self-Paced Learning for Cross-Domain Object Detection Petru Soviany Radu Tudor Ionescu Paolo Rota N. Sebe OOD ObjD 16 71 0 15 Nov 2019
Deep Semantic Parsing of Freehand Sketches with Homogeneous Transformation, Soft-Weighted Loss, and Staged Learning Ying Zheng H. Yao Xiaoshuai Sun 19 6 0 14 Oct 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 46 348 0 25 Sep 2019
Graph Transfer Learning via Adversarial Domain Adaptation with Graph Convolution Quanyu Dai Xiao-Ming Wu Jiaren Xiao Xiao Shen Dan Wang OOD 23 84 0 04 Sep 2019
Transferability and Hardness of Supervised Classification Tasks Anh Tran Cuong V Nguyen Tal Hassner 134 164 0 21 Aug 2019
FedHealth: A Federated Transfer Learning Framework for Wearable Healthcare Yiqiang Chen Jindong Wang Chaohui Yu Wen Gao Xin Qin FedML 8 703 0 22 Jul 2019
Looking back at Labels: A Class based Domain Adaptation Technique V. Kurmi Vinay P. Namboodiri 25 34 0 02 Apr 2019
KPTransfer: improved performance and faster convergence from keypoint subset-wise domain transfer in human pose estimation Kanav Vats H. Neher A. Wong David A Clausi John S. Zelek 23 0 0 24 Mar 2019
Unsupervised Domain Adaptation using Deep Networks with Cross-Grafted Stacks Jinyong Hou Xuejie Ding Jeremiah D. Deng Stephen Cranefield OOD 24 6 0 17 Feb 2019
Domain-Invariant Adversarial Learning for Unsupervised Domain Adaption Yexun Zhang Ya-Qin Zhang Yanfeng Wang Qi Tian OOD GAN 22 16 0 30 Nov 2018
Learning Vision-based Cohesive Flight in Drone Swarms Fabian Schilling Julien Lecoeur Fabrizio Schiano Dario Floreano 17 25 0 03 Sep 2018
Hallucinating Agnostic Images to Generalize Across Domains Fabio Maria Carlucci P. Russo Tatiana Tommasi Barbara Caputo OOD 31 14 0 03 Aug 2018
Adversarial adaptive 1-D convolutional neural networks for bearing fault diagnosis under varying working condition Bo Zhang Wei Li Jie Hao Xiao-Li Li Meng Zhang 14 53 0 01 May 2018