Domain Adaptation for Visual Applications: A Comprehensive Survey

17 February 2017

Papers citing "Domain Adaptation for Visual Applications: A Comprehensive Survey"

32 / 82 papers shown

Title
Multi-Source Domain Adaptation for Text Classification via DistanceNet-Bandits Han Guo Ramakanth Pasunuru Mohit Bansal 22 114 0 13 Jan 2020
Neural Data Server: A Large-Scale Search Engine for Transfer Learning Data Xi Yan David Acuna Sanja Fidler 24 42 0 09 Jan 2020
HoMM: Higher-order Moment Matching for Unsupervised Domain Adaptation Chao Chen Zhihang Fu Zhihong Chen Sheng Jin Zhaowei Cheng Xinyu Jin Xiansheng Hua 17 196 0 27 Dec 2019
Test-Time Training with Self-Supervision for Generalization under Distribution Shifts Yu Sun Xiaolong Wang Zhuang Liu John Miller Alexei A. Efros Moritz Hardt TTA OOD 27 91 0 29 Sep 2019
UM-Adapt: Unsupervised Multi-Task Adaptation Using Adversarial Cross-Task Distillation Jogendra Nath Kundu Nishank Lakkakula R. Venkatesh Babu 19 59 0 11 Aug 2019
Data-Efficient Learning for Sim-to-Real Robotic Grasping using Deep Point Cloud Prediction Networks Xinchen Yan Mohi Khansari Jasmine Hsu Yuanzheng Gong Yunfei Bai Soren Pirk Honglak Lee 3DPC 11 32 0 21 Jun 2019
Joint Semantic Domain Alignment and Target Classifier Learning for Unsupervised Domain Adaptation Dongdong Chen Yisen Wang Jinfeng Yi Zaiyi Chen Zhi-Hua Zhou 27 4 0 10 Jun 2019
Transfer Adaptation Learning: A Decade Survey Lei Zhang Xinbo Gao OOD 45 183 0 12 Mar 2019
On Boosting Semantic Street Scene Segmentation with Weak Supervision Panagiotis Meletis Gijs Dubbelman SSeg 32 7 0 08 Mar 2019
Zero-Shot Task Transfer Arghya Pal V. Balasubramanian 6 52 0 04 Mar 2019
Learning Robust Representations by Projecting Superficial Statistics Out Haohan Wang Zexue He Zachary Chase Lipton Eric P. Xing OOD 30 234 0 02 Mar 2019
Quickly Inserting Pegs into Uncertain Holes using Multi-view Images and Deep Network Trained on Synthetic Data Joshua C. Triyonoputro Weiwei Wan Kensuke Harada 3DV 21 55 0 25 Feb 2019
Truly Generalizable Radiograph Segmentation with Conditional Domain Adaptation Hugo Oliveira E. Ferreira J. A. dos Santos MedIm 19 14 0 16 Jan 2019
nocaps: novel object captioning at scale Harsh Agrawal Karan Desai Yufei Wang Xinlei Chen Rishabh Jain Mark Johnson Dhruv Batra Devi Parikh Stefan Lee Peter Anderson VLM 13 466 0 20 Dec 2018
Attentional Road Safety Networks Sonu Gupta Deepak Srivatsav A. V. Subramanyam Ponnurangam Kumaraguru 13 3 0 12 Dec 2018
Unsupervised Domain Adaptation using Generative Models and Self-ensembling Eman T. Hassan Xin Chen David J. Crandall OOD 20 7 0 02 Dec 2018
ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation Tuan-Hung Vu Himalaya Jain Max Bucher Matthieu Cord P. Pérez 37 1,280 0 30 Nov 2018
SpotTune: Transfer Learning through Adaptive Fine-tuning Yunhui Guo Humphrey Shi Abhishek Kumar Kristen Grauman Tajana Simunic Rogerio Feris 36 444 0 21 Nov 2018
SqueezeSegV2: Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud Bichen Wu Xuanyu Zhou Sicheng Zhao Xiangyu Yue Kurt Keutzer 3DPC 13 616 0 22 Sep 2018
Syn2Real: A New Benchmark forSynthetic-to-Real Visual Domain Adaptation Xingchao Peng Ben Usman Kuniaki Saito Neela Kaushik Judy Hoffman Kate Saenko 18 75 0 26 Jun 2018
Improving CNN classifiers by estimating test-time priors Milan Šulc Jirí Matas 6 23 0 21 May 2018
Sample-to-Sample Correspondence for Unsupervised Domain Adaptation Debasmit Das C.S. George Lee OOD 24 60 0 01 May 2018
DCAN: Dual Channel-wise Alignment Networks for Unsupervised Scene Adaptation Zuxuan Wu Xintong Han Yen-Liang Lin M. Uzunbas Tom Goldstein Ser Nam Lim L. Davis 24 263 0 16 Apr 2018
Targeted change detection in remote sensing images V. Ignatiev A. Trekin V. Lobachev Georgy Potapov Evgeny Burnaev 17 17 0 14 Mar 2018
AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation Jogendra Nath Kundu P. Uppala Anuj Pahuja R. Venkatesh Babu MDE 18 185 0 05 Mar 2018
Discriminative and Geometry Aware Unsupervised Domain Adaptation Lingkun Luo Liming Luke Chen Shiqiang Hu Ying Lu Xiaofang Wang OOD 29 55 0 28 Dec 2017
Label Efficient Learning of Transferable Representations across Domains and Tasks Zelun Luo Yuliang Zou Judy Hoffman Li Fei-Fei 35 275 0 30 Nov 2017
Zero-Shot Deep Domain Adaptation Kuan-Chuan Peng Ziyan Wu Jan Ernst VLM 19 87 0 06 Jul 2017
BAM! The Behance Artistic Media Dataset for Recognition Beyond Photography Michael J. Wilber Chen Fang Hailin Jin Aaron Hertzmann John Collomosse Serge J. Belongie 26 136 0 27 Apr 2017
Learning Attributes Equals Multi-Source Domain Generalization Chuang Gan Tianbao Yang Boqing Gong OOD 152 197 0 03 May 2016
A Testbed for Cross-Dataset Analysis Tatiana Tommasi Tinne Tuytelaars Barbara Caputo 168 96 0 24 Feb 2014
A Multi-View Embedding Space for Modeling Internet Images, Tags, and their Semantics Yunchao Gong Qifa Ke Michael Isard Svetlana Lazebnik 3DV 68 584 0 18 Dec 2012