Task Guided Compositional Representation Learning for ZDA

13 September 2021

Papers citing "Task Guided Compositional Representation Learning for ZDA"

21 / 21 papers shown

Title
Does Invariant Risk Minimization Capture Invariance? Pritish Kamath Akilesh Tangella Danica J. Sutherland Nathan Srebro OOD 245 128 0 04 Jan 2021
Environment Inference for Invariant Learning Elliot Creager J. Jacobsen R. Zemel OOD 57 382 0 14 Oct 2020
Understanding the Role of Individual Units in a Deep Neural Network David Bau Jun-Yan Zhu Hendrik Strobelt Àgata Lapedriza Bolei Zhou Antonio Torralba GAN 65 449 0 10 Sep 2020
In Search of Lost Domain Generalization Ishaan Gulrajani David Lopez-Paz OOD 74 1,137 0 02 Jul 2020
Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation Jian Liang Dapeng Hu Jiashi Feng 93 1,238 0 20 Feb 2020
The Unreasonable Effectiveness of Deep Learning in Artificial Intelligence T. Sejnowski 38 298 0 12 Feb 2020
Adversarial Domain Adaptation with Domain Mixup Minghao Xu Jian Zhang Bingbing Ni Teng Li Chengjie Wang Qi Tian Wenjun Zhang 52 447 0 04 Dec 2019
Discriminative Adversarial Domain Adaptation Hui Tang Kui Jia OOD 60 194 0 27 Nov 2019
Theoretical Issues in Deep Networks: Approximation, Optimization and Generalization T. Poggio Andrzej Banburski Q. Liao ODL 69 164 0 25 Aug 2019
$d$ -SNE: Domain Adaptation using Stochastic Neighborhood Embedding Xiang Xu Xiong Zhou Ragav Venkatesan Gurumurthy Swaminathan Orchid Majumder 51 120 0 29 May 2019
Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation Chen-Yu Lee Tanmay Batra M. H. Baig Daniel Ulbricht 116 541 0 10 Mar 2019
Support and Invertibility in Domain-Invariant Representations Fredrik D. Johansson David Sontag Rajesh Ranganath 60 162 0 08 Mar 2019
A mathematical theory of semantic development in deep neural networks Andrew M. Saxe James L. McClelland Surya Ganguli 73 270 0 23 Oct 2018
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 242 8,856 0 25 Aug 2017
Zero-Shot Deep Domain Adaptation Kuan-Chuan Peng Ziyan Wu Jan Ernst VLM 71 87 0 06 Jul 2017
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization Xun Huang Serge J. Belongie OOD 173 4,349 0 20 Mar 2017
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 257 4,653 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 146 1,535 0 16 Dec 2016
Deep CORAL: Correlation Alignment for Deep Domain Adaptation Baochen Sun Kate Saenko OOD 91 3,144 0 06 Jul 2016
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 366 9,467 0 28 May 2015
Deep Domain Confusion: Maximizing for Domain Invariance Eric Tzeng Judy Hoffman Ning Zhang Kate Saenko Trevor Darrell OOD 165 2,598 0 10 Dec 2014