Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks

16 December 2016

Konstantinos Bousmalis

Papers citing "Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks"

50 / 729 papers shown

Title
Multi-Modal RGB-D Scene Recognition Across Domains Andrea Ferreri S. Bucci Tatiana Tommasi 27 6 0 26 Mar 2021
VDM-DA: Virtual Domain Modeling for Source Data-free Domain Adaptation Jiayi Tian Jing Zhang Wen Li Dong Xu TTA 10 93 0 26 Mar 2021
Geometry-Aware Unsupervised Domain Adaptation for Stereo Matching Hiroki Sakuma Yoshinori Konishi 21 2 0 26 Mar 2021
Inferring Latent Domains for Unsupervised Deep Domain Adaptation Massimiliano Mancini Lorenzo Porzi Samuel Rota Buló Barbara Caputo Elisa Ricci OOD 20 27 0 25 Mar 2021
DRANet: Disentangling Representation and Adaptation Networks for Unsupervised Cross-Domain Adaptation Seunghun Lee Sunghyun Cho Sunghoon Im DRL 33 59 0 24 Mar 2021
Factors of Influence for Transfer Learning across Diverse Appearance Domains and Task Types Thomas Mensink J. Uijlings Alina Kuznetsova Michael Gygli V. Ferrari VLM 43 81 0 24 Mar 2021
Transferable Semantic Augmentation for Domain Adaptation Shuang Li Mixue Xie Kaixiong Gong Chi Harold Liu Yulin Wang Wei Li TTA 30 123 0 23 Mar 2021
Re-energizing Domain Discriminator with Sample Relabeling for Adversarial Domain Adaptation Xin Jin Cuiling Lan Wenjun Zeng Zhibo Chen 43 19 0 22 Mar 2021
A Batch Normalization Classifier for Domain Adaptation Matthew R. Behrend S. Robinson OOD 19 0 0 22 Mar 2021
Cross-Dataset Collaborative Learning for Semantic Segmentation in Autonomous Driving Li Wang D. Li Han Liu Jinzhan Peng Lu Tian Yi Shan 19 36 0 21 Mar 2021
Super-Resolving Cross-Domain Face Miniatures by Peeking at One-Shot Exemplar Peike Li Xin Yu Yi Yang CVBM 27 6 0 16 Mar 2021
In the light of feature distributions: moment matching for Neural Style Transfer Nikolai Kalischek Jan Dirk Wegner Konrad Schindler OOD 30 48 0 12 Mar 2021
Self-Attentive Spatial Adaptive Normalization for Cross-Modality Domain Adaptation Devavrat Tomar M. Lortkipanidze Guillaume Vray Behzad Bozorgtabar Jean-Philippe Thiran OOD MedIm 17 72 0 05 Mar 2021
Learning Invariant Representations across Domains and Tasks Jindong Wang Wenjie Feng Chang-Shu Liu Chaohui Yu Min Du Renjun Xu Tao Qin Tie-Yan Liu OOD 28 3 0 03 Mar 2021
Pseudo-labeling for Scalable 3D Object Detection Benjamin Caine Rebecca Roelofs Vijay Vasudevan Jiquan Ngiam Yuning Chai Z. Chen Jonathon Shlens 34 41 0 02 Mar 2021
Domain Generalization via Inference-time Label-Preserving Target Projections Prashant Pandey Mrigank Raman Sumanth Varambally A. Prathosh OOD 40 45 0 01 Mar 2021
Mitigating Domain Mismatch in Face Recognition Using Style Matching Chun-Hsien Lin Bing-Fei Wu CVBM 31 3 0 26 Feb 2021
Self-Supervised Noisy Label Learning for Source-Free Unsupervised Domain Adaptation Weijie Chen Luojun Lin Shicai Yang Di Xie Shiliang Pu Yueting Zhuang Wenqi Ren NoLa SSL 30 57 0 23 Feb 2021
Learning Deep Features for Shape Correspondence with Domain Invariance Praful Agrawal Ross T. Whitaker Shireen Y. Elhabian OOD 17 3 0 21 Feb 2021
Domain Impression: A Source Data Free Domain Adaptation Method V. Kurmi Venkatesh Subramanian Vinay P. Namboodiri TTA 151 150 0 17 Feb 2021
Generation For Adaption: A GAN-Based Approach for 3D Domain Adaption with Point Cloud Data Junxuan Huang Junsong Yuan Chunming Qiao 3DPC 21 0 0 15 Feb 2021
Domain Invariant Representation Learning with Domain Density Transformations A. Nguyen Toan M. Tran Y. Gal A. G. Baydin OOD 29 74 0 09 Feb 2021
Learning Unsupervised Cross-domain Image-to-Image Translation Using a Shared Discriminator Rajiv Kumar Rishabh Dabral G. Sivakumar 22 5 0 09 Feb 2021
Two-Step Image Dehazing with Intra-domain and Inter-domain Adaptation Xin Yi Bo Ma Yulin Zhang Longyao Liu Jiahao Wu 21 3 0 06 Feb 2021
How to Train Your Robot with Deep Reinforcement Learning; Lessons We've Learned Julian Ibarz Jie Tan Chelsea Finn Mrinal Kalakrishnan P. Pastor Sergey Levine OffRL 16 516 0 04 Feb 2021
Combat Data Shift in Few-shot Learning with Knowledge Graph Yongchun Zhu Fuzhen Zhuang Xiangliang Zhang Zhiyuan Qi Zhiping Shi Juan Cao Qing He OOD 13 4 0 27 Jan 2021
Knowledge Distillation Methods for Efficient Unsupervised Adaptation Across Multiple Domains Le Thanh Nguyen-Meidine Atif Belal M. Kiran Jose Dolz Louis-Antoine Blais-Morin Eric Granger 33 25 0 18 Jan 2021
Deep Symmetric Adaptation Network for Cross-modality Medical Image Segmentation Xiao Han Lei Qi Qian Yu Ziqi Zhou Yefeng Zheng Yinghuan Shi Yang Gao OOD MedIm 27 77 0 18 Jan 2021
Towards Domain Invariant Single Image Dehazing P. Shyam Kuk-Jin Yoon Kyung-soo Kim 38 55 0 09 Jan 2021
Relaxed Conditional Image Transfer for Semi-supervised Domain Adaptation Qijun Luo Zhili Liu Lanqing Hong Chongxuan Li Kuo Yang Liyuan Wang Fengwei Zhou Guilin Li Zhenguo Li Jun Zhu GAN 37 2 0 05 Jan 2021
Domain Adaptation for the Segmentation of Confidential Medical Images Serban Stan Mohammad Rostami OOD 31 14 0 02 Jan 2021
Learning by Ignoring, with Application to Domain Adaptation Xingchen Zhao Xuehai He P. Xie 19 1 0 28 Dec 2020
Deep Visual Domain Adaptation G. Csurka OOD 141 185 0 28 Dec 2020
Cross-Domain Latent Modulation for Variational Transfer Learning Jinyong Hou Jeremiah D. Deng Stephen Cranefield Xuejie Ding DRL 29 1 0 21 Dec 2020
Unsupervised Domain Adaptation with Temporal-Consistent Self-Training for 3D Hand-Object Joint Reconstruction Mengshi Qi Edoardo Remelli Mathieu Salzmann Pascal Fua TTA 3DH 22 5 0 21 Dec 2020
Computer-aided abnormality detection in chest radiographs in a clinical setting via domain-adaptation A. Dubey M. T. Young Christopher Stanley D. Lunga Jacob D. Hinkle OOD 29 5 0 19 Dec 2020
Towards Recognizing New Semantic Concepts in New Visual Domains Massimiliano Mancini OOD 31 0 0 16 Dec 2020
Semantically Robust Unpaired Image Translation for Data with Unmatched Semantics Statistics Zhiwei Jia Bodi Yuan Kangkang Wang Hong Wu David Clifford Zhiqiang Yuan Hao Su VLM 44 21 0 09 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
One-Shot Free-View Neural Talking-Head Synthesis for Video Conferencing Ting-Chun Wang Arun Mallya Xuan Li 3DH 37 470 0 30 Nov 2020
Unsupervised Domain Adaptation in Semantic Segmentation via Orthogonal and Clustered Embeddings Marco Toldo Umberto Michieli Pietro Zanuttigh OOD 29 44 0 25 Nov 2020
Cycle-consistent Generative Adversarial Networks for Neural Style Transfer using data from ChangÉ-4 J. D. Curtó R. Duvall GAN 29 3 0 23 Nov 2020
DIRL: Domain-Invariant Representation Learning for Sim-to-Real Transfer A. Tanwani OOD 19 26 0 15 Nov 2020
Reinforcement Learning with Videos: Combining Offline Observations with Interaction Karl Schmeckpeper Oleh Rybkin Kostas Daniilidis Sergey Levine Chelsea Finn OffRL 16 105 0 12 Nov 2020
Generic Semi-Supervised Adversarial Subject Translation for Sensor-Based Human Activity Recognition Elnaz Soleimani G. Khodabandelou A. Chibani Y. Amirat 33 1 0 11 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
BGGAN: Bokeh-Glass Generative Adversarial Network for Rendering Realistic Bokeh Ming Qian Congyu Qiao Jiamin Lin Zhenyu Guo LI Cong Leng Jian Cheng 6 30 0 04 Nov 2020
Deep Reactive Planning in Dynamic Environments Keita Ota Devesh K. Jha T. Onishi Asako Kanezaki Yusuke Yoshiyasu Y. Sasaki T. Mariyama D. Nikovski 25 6 0 31 Oct 2020
Pixel-Level Cycle Association: A New Perspective for Domain Adaptive Semantic Segmentation Guoliang Kang Yunchao Wei Yi Yang Yueting Zhuang Alexander G. Hauptmann 30 113 0 31 Oct 2020