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Domain Adaptation for Visual Applications: A Comprehensive Survey

17 February 2017

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

50 / 67 papers shown

Title
GeneralizeFormer: Layer-Adaptive Model Generation across Test-Time Distribution Shifts Sameer Ambekar Zehao Xiao Xiantong Zhen Cees G. M. Snoek OOD 149 1 0 15 Feb 2025
Test-time Adaptation for Regression by Subspace Alignment Kazuki Adachi Shin'ya Yamaguchi Atsutoshi Kumagai Tomoki Hamagami TTA 115 2 0 04 Oct 2024
SADA: Semantic adversarial unsupervised domain adaptation for Temporal Action Localization David Pujol-Perich Albert Clapés Sergio Escalera 93 0 0 20 Dec 2023
Multimodal Deep Learning Cem Akkus Jiquan Ngiam Vladana Djakovic Steffen Jauch-Walser A. Khosla ... Jann Goschenhofer Honglak Lee A. Ng Daniel Schalk Matthias Aßenmacher 120 3,176 0 12 Jan 2023
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 270 4,672 0 17 Feb 2017
Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks Konstantinos Bousmalis N. Silberman David Dohan D. Erhan Dilip Krishnan OOD GAN 161 1,537 0 16 Dec 2016
Procedural Generation of Videos to Train Deep Action Recognition Networks César Roberto de Souza Adrien Gaidon Yohann Cabon A. Peña 67 144 0 02 Dec 2016
Domain Separation Networks Konstantinos Bousmalis George Trigeorgis N. Silberman Dilip Krishnan D. Erhan OOD 112 1,452 0 22 Aug 2016
Playing for Data: Ground Truth from Computer Games Stephan R. Richter Vibhav Vineet Stefan Roth V. Koltun VLM 122 2,012 0 07 Aug 2016
Play and Learn: Using Video Games to Train Computer Vision Models Alireza Shafaei James J. Little Mark Schmidt 80 108 0 05 Aug 2016
Learning Aligned Cross-Modal Representations from Weakly Aligned Data Lluis Castrejon Y. Aytar Carl Vondrick Hamed Pirsiavash Antonio Torralba SSL DRL AI4TS 75 167 0 25 Jul 2016
Deep Reconstruction-Classification Networks for Unsupervised Domain Adaptation Muhammad Ghifary W. Kleijn Mengjie Zhang David Balduzzi Wen Li 88 865 0 12 Jul 2016
Deep CORAL: Correlation Alignment for Deep Domain Adaptation Baochen Sun Kate Saenko OOD 105 3,165 0 06 Jul 2016
Coupled Generative Adversarial Networks Ming-Yuan Liu Oncel Tuzel OOD GAN 98 1,626 0 24 Jun 2016
Generalized Multi-view Embedding for Visual Recognition and Cross-modal Retrieval G. Cao Alexandros Iosifidis Ke Chen Moncef Gabbouj 55 90 0 31 May 2016
Deep Transfer Learning with Joint Adaptation Networks Mingsheng Long Hanhua Zhu Jianmin Wang Michael I. Jordan TTA 96 2,459 0 21 May 2016
Virtual Worlds as Proxy for Multi-Object Tracking Analysis Adrien Gaidon Qiao Wang Yohann Cabon E. Vig 77 1,073 0 20 May 2016
Learning Attributes Equals Multi-Source Domain Generalization Chuang Gan Tianbao Yang Boqing Gong OOD 212 197 0 03 May 2016
Lightweight Unsupervised Domain Adaptation by Convolutional Filter Reconstruction Rahaf Aljundi Tinne Tuytelaars 46 27 0 23 Mar 2016
Beyond Sharing Weights for Deep Domain Adaptation Artem Rozantsev Mathieu Salzmann Pascal Fua 59 443 0 21 Mar 2016
What is the right way to represent document images? G. Csurka Diane Larlus Albert Gordo Jon Almazán VLM 23 17 0 03 Mar 2016
On Deep Multi-View Representation Learning: Objectives and Optimization Weiran Wang R. Arora Karen Livescu J. Bilmes SSL DRL 90 915 0 02 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,426 0 10 Dec 2015
Deep Exemplar 2D-3D Detection by Adapting from Real to Rendered Views Francisco Massa Bryan C. Russell Mathieu Aubry 3DV ObjD 127 100 0 08 Dec 2015
A Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation N. Mayer Eddy Ilg Philip Häusser Philipp Fischer Daniel Cremers Alexey Dosovitskiy Thomas Brox 3DPC 67 2,648 0 07 Dec 2015
Adapting Deep Visuomotor Representations with Weak Pairwise Constraints Eric Tzeng Coline Devin Judy Hoffman Chelsea Finn Pieter Abbeel Sergey Levine Kate Saenko Trevor Darrell OOD 88 140 0 23 Nov 2015
SceneNet: Understanding Real World Indoor Scenes With Synthetic Data Ankur Handa Viorica Patraucean Vijay Badrinarayanan Simon Stent R. Cipolla 3DPC 3DV 88 233 0 22 Nov 2015
Learning Deep Structure-Preserving Image-Text Embeddings Liwei Wang Yin Li Svetlana Lazebnik 86 782 0 19 Nov 2015
Return of Frustratingly Easy Domain Adaptation Baochen Sun Jiashi Feng Kate Saenko OOD 83 1,841 0 17 Nov 2015
Simultaneous Deep Transfer Across Domains and Tasks Eric Tzeng Judy Hoffman Trevor Darrell Kate Saenko OOD 85 1,373 0 08 Oct 2015
Domain Generalization for Object Recognition with Multi-task Autoencoders Muhammad Ghifary W. Kleijn Mengjie Zhang David Balduzzi ViT OOD 76 661 0 31 Aug 2015
Semantic Pose using Deep Networks Trained on Synthetic RGB-D Jeremie Papon Markus Schoeler 83 76 0 04 Aug 2015
Online Domain Adaptation for Multi-Object Tracking Adrien Gaidon E. Vig 65 25 0 04 Aug 2015
Subspace Alignment Based Domain Adaptation for RCNN Detector Anant Raj Vinay P. Namboodiri Tinne Tuytelaars ObjD 66 72 0 20 Jul 2015
Optimal Transport for Domain Adaptation Nicolas Courty Rémi Flamary D. Tuia A. Rakotomamonjy OT OOD 145 1,123 0 02 Jul 2015
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 384 9,515 0 28 May 2015
Render for CNN: Viewpoint Estimation in Images Using CNNs Trained with Rendered 3D Model Views Hao Su C. Qi Yangyan Li Leonidas Guibas 99 737 0 21 May 2015
Webly Supervised Learning of Convolutional Networks Xinlei Chen Abhinav Gupta SSL 86 373 0 07 May 2015
Temporal Localization of Fine-Grained Actions in Videos by Domain Transfer from Web Images Chen Sun Sanketh Shetty Rahul Sukthankar Ram Nevatia 74 135 0 04 Apr 2015
Learning Transferable Features with Deep Adaptation Networks Mingsheng Long Yue Cao Jianmin Wang Michael I. Jordan OOD 220 5,211 0 10 Feb 2015
A Unified Perspective on Multi-Domain and Multi-Task Learning Yongxin Yang Timothy M. Hospedales 97 163 0 23 Dec 2014
Deep Domain Confusion: Maximizing for Domain Invariance Eric Tzeng Judy Hoffman Ning Zhang Kate Saenko Trevor Darrell OOD 172 2,605 0 10 Dec 2014
On Rendering Synthetic Images for Training an Object Detector Artem Rozantsev Vincent Lepetit Pascal Fua 48 125 0 28 Nov 2014
How transferable are features in deep neural networks? J. Yosinski Jeff Clune Yoshua Bengio Hod Lipson OOD 234 8,348 0 06 Nov 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 485 43,694 0 17 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,508 0 04 Sep 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,595 0 01 Sep 2014
Hierarchical Adaptive Structural SVM for Domain Adaptation Jiaolong Xu Sebastian Ramos David Vazquez Antonio M. López 72 40 0 22 Aug 2014
LSDA: Large Scale Detection Through Adaptation Judy Hoffman S. Guadarrama Eric Tzeng Ronghang Hu Jeff Donahue Ross B. Girshick Trevor Darrell Kate Saenko ObjD 100 334 0 18 Jul 2014
Self-Learning Camera: Autonomous Adaptation of Object Detectors to Unlabeled Video Streams Adrien Gaidon Gloria Zen Jose A. Rodríguez-Serrano TTA ObjD 51 12 0 17 Jun 2014