AutoDIAL: Automatic DomaIn Alignment Layers

26 April 2017

Lorenzo Porzi

Papers citing "AutoDIAL: Automatic DomaIn Alignment Layers"

50 / 170 papers shown

Title
TVT: Transferable Vision Transformer for Unsupervised Domain Adaptation Jinyu Yang Jingjing Liu N. Xu Junzhou Huang 30 125 0 12 Aug 2021
Global and Local Texture Randomization for Synthetic-to-Real Semantic Segmentation Duo Peng Yinjie Lei Lingqiao Liu Pingping Zhang Jun Liu 22 73 0 05 Aug 2021
Multilevel Knowledge Transfer for Cross-Domain Object Detection Botos Csaba Xiaojuan Qi Arslan Chaudhry P. Dokania Philip H. S. Torr OOD 32 8 0 02 Aug 2021
Test-Time Adaptation to Distribution Shift by Confidence Maximization and Input Transformation Chaithanya Kumar Mummadi Robin Hutmacher K. Rambach Evgeny Levinkov Thomas Brox J. H. Metzen TTA OOD 35 69 0 28 Jun 2021
Adapting Off-the-Shelf Source Segmenter for Target Medical Image Segmentation Xiaofeng Liu Fangxu Xing Chao Yang G. El Fakhri Jonghye Woo OOD 32 60 0 23 Jun 2021
Source Data-Free Cross-Domain Semantic Segmentation: Align, Teach and Propagate Yuxi Wang Jian Liang Zhaoxiang Zhang 31 5 0 22 Jun 2021
Rethinking "Batch" in BatchNorm Yuxin Wu Justin Johnson BDL 40 66 0 17 May 2021
ECACL: A Holistic Framework for Semi-Supervised Domain Adaptation Kai Li Chang Liu Handong Zhao Yulun Zhang Y. Fu 25 57 0 19 Apr 2021
Explainability-aided Domain Generalization for Image Classification Robin M. Schmidt FAtt OOD 19 1 0 05 Apr 2021
DINE: Domain Adaptation from Single and Multiple Black-box Predictors Jian Liang Dapeng Hu Jiashi Feng Ran He 20 77 0 04 Apr 2021
Curriculum Graph Co-Teaching for Multi-Target Domain Adaptation Subhankar Roy E. Krivosheev Zhun Zhong N. Sebe Elisa Ricci 30 60 0 01 Apr 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
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 80 0 24 Mar 2021
Generalized Domain Conditioned Adaptation Network Shuang Li Binhui Xie Qiuxia Lin Chi Harold Liu Gao Huang Guoren Wang AI4CE 19 59 0 23 Mar 2021
Dynamic Transfer for Multi-Source Domain Adaptation Yunsheng Li Lu Yuan Yinpeng Chen Pei Wang Nuno Vasconcelos 34 66 0 19 Mar 2021
Limitations of Post-Hoc Feature Alignment for Robustness Collin Burns Jacob Steinhardt OOD 14 22 0 10 Mar 2021
Towards Bridging the gap between Empirical and Certified Robustness against Adversarial Examples Jay Nandy Sudipan Saha W. Hsu M. Lee Xiaosu Zhu AAML 30 3 0 09 Feb 2021
Deep Visual Domain Adaptation G. Csurka OOD 141 185 0 28 Dec 2020
Towards Recognizing New Semantic Concepts in New Visual Domains Massimiliano Mancini OOD 31 0 0 16 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
Enhancing Human Pose Estimation in Ancient Vase Paintings via Perceptually-grounded Style Transfer Learning Prathmesh Madhu Angel Villar-Corrales Ronak Kosti Torsten Bendschus Corinna Reinhardt Peter Bell Andreas Maier Vincent Christlein 3DH 22 20 0 10 Dec 2020
Batch Group Normalization Xiao-Yun Zhou Jiacheng Sun Nanyang Ye Xu Lan Qijun Luo Bolin Lai P. Esperança Guang-Zhong Yang Zhenguo Li 16 17 0 04 Dec 2020
Batch Normalization Embeddings for Deep Domain Generalization Mattia Segu A. Tonioni Federico Tombari OOD AI4CE 32 129 0 25 Nov 2020
Unsupervised BatchNorm Adaptation (UBNA): A Domain Adaptation Method for Semantic Segmentation Without Using Source Domain Representations Marvin Klingner Jan-Aike Termöhlen Jacob Ritterbach Tim Fingscheidt 25 39 0 17 Nov 2020
Teacher-Student Consistency For Multi-Source Domain Adaptation Ohad Amosy Gal Chechik TTA 8 0 0 20 Oct 2020
$SF-UDA$^{3D}$: Source-Free Unsupervised Domain Adaptation for LiDAR-Based 3D Object Detection$ SF-UDA $^{3D}$ : Source-Free Unsupervised Domain Adaptation for LiDAR-Based 3D Object Detection Cristiano Saltori Stéphane Lathuilière N. Sebe Elisa Ricci Fabio Galasso 3DPC 19 35 0 16 Oct 2020
Does Data Augmentation Benefit from Split BatchNorms Amil Merchant Barret Zoph E. D. Cubuk 23 9 0 15 Oct 2020
Robust Optimal Transport with Applications in Generative Modeling and Domain Adaptation Yogesh Balaji Ramalingam Chellappa S. Feizi OT 14 104 0 12 Oct 2020
Unveiling Class-Labeling Structure for Universal Domain Adaptation Yueming Yin Zhen Yang Xiaofu Wu Haifeng Hu 11 1 0 10 Oct 2020
Revisiting Batch Normalization for Improving Corruption Robustness Philipp Benz Chaoning Zhang Adil Karjauv In So Kweon 6 82 0 07 Oct 2020
Normalization Techniques in Training DNNs: Methodology, Analysis and Application Lei Huang Jie Qin Yi Zhou Fan Zhu Li Liu Ling Shao AI4CE 12 254 0 27 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 39 264 0 01 Sep 2020
Learning to Cluster under Domain Shift Willi Menapace Stéphane Lathuilière Elisa Ricci OOD 19 14 0 11 Aug 2020
Shape Consistent 2D Keypoint Estimation under Domain Shift Levi O. Vasconcelos Massimiliano Mancini Davide Boscaini Samuel Rota Buló Barbara Caputo Elisa Ricci MDE OOD 3DPC 18 2 0 04 Aug 2020
Self-Supervised Learning Across Domains S. Bucci A. DÍnnocente Yujun Liao Fabio Maria Carlucci Barbara Caputo Tatiana Tommasi SSL 26 73 0 24 Jul 2020
Domain2Vec: Domain Embedding for Unsupervised Domain Adaptation Xingchao Peng Yichen Li Kate Saenko 6 32 0 17 Jul 2020
Learning to Match Distributions for Domain Adaptation Chaohui Yu Jindong Wang Chang-Shu Liu Tao Qin Renjun Xu Wenjie Feng Yiqiang Chen Tie-Yan Liu OOD 10 6 0 17 Jul 2020
Adaptive Risk Minimization: Learning to Adapt to Domain Shift Marvin Zhang Henrik Marklund Nikita Dhawan Abhishek Gupta Sergey Levine Chelsea Finn OOD 11 197 0 06 Jul 2020
Adversarial Network with Multiple Classifiers for Open Set Domain Adaptation Tasfia Shermin Guojun Lu S. Teng Manzur Murshed Ferdous Sohel 4 0 0 01 Jul 2020
Improving robustness against common corruptions by covariate shift adaptation Steffen Schneider E. Rusak L. Eck Oliver Bringmann Wieland Brendel Matthias Bethge VLM 42 458 0 30 Jun 2020
Discriminative Feature Alignment: Improving Transferability of Unsupervised Domain Adaptation by Gaussian-guided Latent Alignment Jing Wang Jiahong Chen Jianzhe Lin Leonid Sigal C. D. Silva 22 52 0 23 Jun 2020
Evaluating Prediction-Time Batch Normalization for Robustness under Covariate Shift Zachary Nado Shreyas Padhy D. Sculley Alexander DÁmour Balaji Lakshminarayanan Jasper Snoek OOD AI4TS 30 240 0 19 Jun 2020
Tent: Fully Test-time Adaptation by Entropy Minimization Dequan Wang Evan Shelhamer Shaoteng Liu Bruno A. Olshausen Trevor Darrell OOD 40 53 0 18 Jun 2020
Contradistinguisher: A Vapnik's Imperative to Unsupervised Domain Adaptation Sourabh Vivek Balgi Ambedkar Dukkipati 13 0 0 25 May 2020
Incremental Real-Time Personalization in Human Activity Recognition Using Domain Adaptive Batch Normalization Alan Mazankiewicz Klemens Böhm Mario Berges 19 33 0 25 May 2020
Self-Supervised Deep Visual Odometry with Online Adaptation Shunkai Li Xin Wang Yingdian Cao Fei Xue Zike Yan H. Zha TTA 6 71 0 13 May 2020
Metric-Learning-Assisted Domain Adaptation Yueming Yin Zhen Yang Haifeng Hu Xiaofu Wu OOD 14 11 0 23 Apr 2020
TriGAN: Image-to-Image Translation for Multi-Source Domain Adaptation Subhankar Roy Aliaksandr Siarohin E. Sangineto N. Sebe Elisa Ricci GAN 16 14 0 19 Apr 2020
Joint Supervised and Self-Supervised Learning for 3D Real-World Challenges A. Alliegro Davide Boscaini Tatiana Tommasi 3DPC SSL 14 42 0 15 Apr 2020
FDA: Fourier Domain Adaptation for Semantic Segmentation Yanchao Yang Stefano Soatto OOD 30 882 0 11 Apr 2020