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Zero-Shot Deep Domain Adaptation

6 July 2017

Ziyan Wu

Papers citing "Zero-Shot Deep Domain Adaptation"

37 / 37 papers shown

Title
In-Situ Fine-Tuning of Wildlife Models in IoT-Enabled Camera Traps for Efficient Adaptation Mohammad Mehdi Rastikerdar Jin Huang Hui Guan Deepak Ganesan 106 0 0 12 Sep 2024
Zero-Shot Medical Phrase Grounding with Off-the-shelf Diffusion Models Konstantinos Vilouras Pedro Sanchez Alison Q. OÑeil Sotirios A. Tsaftaris MedIm 130 3 0 19 Apr 2024
Multimodal Deep Learning Cem Akkus Jiquan Ngiam Vladana Djakovic Steffen Jauch-Walser A. Khosla ... Jann Goschenhofer Honglak Lee A. Ng Daniel Schalk Matthias Aßenmacher 115 3,174 0 12 Jan 2023
Deeper, Broader and Artier Domain Generalization Da Li Yongxin Yang Yi-Zhe Song Timothy M. Hospedales OOD 124 1,446 0 09 Oct 2017
Unified Deep Supervised Domain Adaptation and Generalization Saeid Motiian Marco Piccirilli Donald Adjeroh Gianfranco Doretto OOD 95 789 0 28 Sep 2017
Fine-grained Recognition in the Wild: A Multi-Task Domain Adaptation Approach Timnit Gebru Judy Hoffman Li Fei-Fei 73 157 0 07 Sep 2017
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 283 8,883 0 25 Aug 2017
Unsupervised Domain Adaptation for Face Recognition in Unlabeled Videos Kihyuk Sohn Sifei Liu Guangyu Zhong Xiang Yu Ming-Hsuan Yang Manmohan Chandraker CVBM 63 116 0 07 Aug 2017
Associative Domain Adaptation Philip Häusser Thomas Frerix A. Mordvintsev Daniel Cremers BDL 69 243 0 02 Aug 2017
Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes Yang Zhang P. David Boqing Gong SSeg 86 322 0 29 Jul 2017
Deep Domain Adaptation by Geodesic Distance Minimization Yifei Wang Wen Li Dengxin Dai Luc Van Gool 44 50 0 13 Jul 2017
Deep Hashing Network for Unsupervised Domain Adaptation Hemanth Venkateswara José Eusébio Shayok Chakraborty S. Panchanathan OOD 144 2,047 0 22 Jun 2017
Joint Geometrical and Statistical Alignment for Visual Domain Adaptation Jing Zhang W. Li P. Ogunbona 46 501 0 16 May 2017
Show, Adapt and Tell: Adversarial Training of Cross-domain Image Captioner Tseng-Hung Chen Yuan-Hong Liao Ching-Yao Chuang W. Hsu Jianlong Fu Min Sun 93 142 0 02 May 2017
Mind the Class Weight Bias: Weighted Maximum Mean Discrepancy for Unsupervised Domain Adaptation Hongliang Yan Yukang Ding P. Li Qilong Wang Yong-mei Xu W. Zuo 91 574 0 01 May 2017
Deep Multimodal Representation Learning from Temporal Data Xitong Yang Palghat Ramesh Radha Chitta S. Madhvanath Edgar A. Bernal Jiebo Luo AI4TS 64 94 0 11 Apr 2017
A Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification and Domain Adaptation Chunpeng Wu W. Wen Tariq Afzal Yongmei Zhang Yiran Chen Hai Helen Li 61 46 0 12 Mar 2017
Addressing Appearance Change in Outdoor Robotics with Adversarial Domain Adaptation Markus Wulfmeier Alex Bewley Ingmar Posner 50 81 0 04 Mar 2017
Asymmetric Tri-training for Unsupervised Domain Adaptation Kuniaki Saito Yoshitaka Ushiku Tatsuya Harada 115 587 0 27 Feb 2017
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 262 4,667 0 17 Feb 2017
Domain Adaptation for Visual Applications: A Comprehensive Survey G. Csurka OOD 68 507 0 17 Feb 2017
EMNIST: an extension of MNIST to handwritten letters Gregory Cohen Saeed Afshar J. Tapson André van Schaik 63 720 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 149 1,536 0 16 Dec 2016
Domain Adaptation by Mixture of Alignments of Second- or Higher-Order Scatter Tensors Piotr Koniusz Yusuf Tas Fatih Porikli OOD 64 121 0 24 Nov 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 103 3,156 0 06 Jul 2016
Lightweight Unsupervised Domain Adaptation by Convolutional Filter Reconstruction Rahaf Aljundi Tinne Tuytelaars 46 27 0 23 Mar 2016
SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size F. Iandola Song Han Matthew W. Moskewicz Khalid Ashraf W. Dally Kurt Keutzer 153 7,486 0 24 Feb 2016
On Deep Multi-View Representation Learning: Objectives and Optimization Weiran Wang R. Arora Karen Livescu J. Bilmes SSL DRL 87 914 0 02 Feb 2016
Simultaneous Deep Transfer Across Domains and Tasks Eric Tzeng Judy Hoffman Trevor Darrell Kate Saenko OOD 80 1,370 0 08 Oct 2015
Zero-Shot Domain Adaptation via Kernel Regression on the Grassmannian Yongxin Yang Timothy M. Hospedales OOD VLM 54 23 0 28 Jul 2015
Cross Modal Distillation for Supervision Transfer Saurabh Gupta Judy Hoffman Jitendra Malik 107 536 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 378 9,497 0 28 May 2015
Unsupervised Domain Adaptation by Backpropagation Yaroslav Ganin Victor Lempitsky OOD 233 6,030 0 26 Sep 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 468 43,658 0 17 Sep 2014
Caffe: Convolutional Architecture for Fast Feature Embedding Yangqing Jia Evan Shelhamer Jeff Donahue Sergey Karayev Jonathan Long Ross B. Girshick S. Guadarrama Trevor Darrell VLM BDL 3DV 274 14,711 0 20 Jun 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 397 33,529 0 16 Oct 2013