v1v2 (latest)

Asynchrony begets Momentum, with an Application to Deep Learning

31 May 2016

Stefan Hadjis

Papers citing "Asynchrony begets Momentum, with an Application to Deep Learning"

50 / 928 papers shown

Title
Capturing human category representations by sampling in deep feature spaces Joshua C. Peterson Jordan W. Suchow Krisha Aghi Alexander Ku Thomas Griffiths 48 4 0 19 May 2018
GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training S. Akçay Amir Atapour-Abarghouei T. Breckon GAN 101 1,402 0 17 May 2018
Improving GAN Training via Binarized Representation Entropy (BRE) Regularization Yanshuai Cao G. Ding Kry Yik-Chau Lui Ruitong Huang GAN 65 19 0 09 May 2018
High-resolution medical image synthesis using progressively grown generative adversarial networks Andrew Beers James M. Brown Ken Chang J. Peter Campbell S. Ostmo Michael F. Chiang Jayashree Kalpathy-Cramer GAN MedIm 86 82 0 08 May 2018
Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination Zhirong Wu Yuanjun Xiong Stella X. Yu Dahua Lin SSL 196 3,475 0 05 May 2018
Unsupervised learning for concept detection in medical images: a comparative analysis Eduardo Pinho C. Costa SSL 38 12 0 04 May 2018
Boosting Self-Supervised Learning via Knowledge Transfer M. Noroozi Ananth Vinjimoor Paolo Favaro Hamed Pirsiavash SSL 295 296 0 01 May 2018
Conditional Image-to-Image Translation Jianxin Lin Yingce Xia Tao Qin Zhibo Chen Tie-Yan Liu 138 136 0 01 May 2018
Learning to Sketch with Shortcut Cycle Consistency Jifei Song Kaiyue Pang Yi-Zhe Song Tao Xiang Timothy M. Hospedales 165 120 0 01 May 2018
Taskonomy: Disentangling Task Transfer Learning Amir Zamir Alexander Sax Bokui (William) Shen Leonidas Guibas Jitendra Malik Silvio Savarese 126 1,225 0 23 Apr 2018
Unsupervised Representation Adversarial Learning Network: from Reconstruction to Generation Yuqian Zhou Kuangxiao Gu Thomas Huang SSL GAN 25 11 0 19 Apr 2018
Cross-Domain Adversarial Auto-Encoder Haodi Hou Jing Huo Yang Gao OOD 31 5 0 17 Apr 2018
Multimodal Unsupervised Image-to-Image Translation Xun Huang Ming-Yuan Liu Serge J. Belongie Jan Kautz 145 2,489 0 12 Apr 2018
Deep Autoencoding Models for Unsupervised Anomaly Segmentation in Brain MR Images Christoph Baur Benedikt Wiestler Shadi Albarqouni Nassir Navab UQCV MedIm 57 443 0 12 Apr 2018
MGGAN: Solving Mode Collapse using Manifold Guided Training Duhyeon Bang Hyunjung Shim GAN 73 78 0 12 Apr 2018
Unsupervised and semi-supervised learning with Categorical Generative Adversarial Networks assisted by Wasserstein distance for dermoscopy image Classification Xin Yi Ekta Walia P. Babyn GAN MedIm 65 51 0 10 Apr 2018
Graphical Generative Adversarial Networks Chongxuan Li Max Welling Jun Zhu Bo Zhang GAN 47 36 0 10 Apr 2018
Associative Compression Networks for Representation Learning Alex Graves Jacob Menick Aaron van den Oord CML 59 20 0 06 Apr 2018
Structured Disentangled Representations Babak Esmaeili Hao Wu Sarthak Jain Alican Bozkurt N. Siddharth Brooks Paige Dana H. Brooks Jennifer Dy Jan-Willem van de Meent OOD CML BDL DRL 88 169 0 06 Apr 2018
Regularizing Deep Networks by Modeling and Predicting Label Structure Mohammadreza Mostajabi Michael Maire Gregory Shakhnarovich NoLa 91 32 0 05 Apr 2018
Synchronous Adversarial Feature Learning for LiDAR based Loop Closure Detection Peng Yin Yuqing He Lingyun Xu Yan Peng Jianda Han Weiliang Xu 67 9 0 05 Apr 2018
Synthesizing Programs for Images using Reinforced Adversarial Learning Yaroslav Ganin Tejas D. Kulkarni Igor Babuschkin A. Eslami Oriol Vinyals GAN 84 230 0 03 Apr 2018
Training VAEs Under Structured Residuals Garoe Dorta Sara Vicente Lourdes Agapito Neill D. F. Campbell Ivor J. A. Simpson BDL DRL 31 12 0 03 Apr 2018
Generative Adversarial Learning for Spectrum Sensing Kemal Davaslioglu Y. Sagduyu GAN 64 89 0 02 Apr 2018
Meta-Learning Update Rules for Unsupervised Representation Learning Luke Metz Niru Maheswaranathan Brian Cheung Jascha Narain Sohl-Dickstein SSL OOD 85 123 0 31 Mar 2018
Learning Beyond Human Expertise with Generative Models for Dental Restorations Jyh-Jing Hwang S. Azernikov Alexei A. Efros Stella X. Yu MedIm 51 33 0 30 Mar 2018
Adversarial Binary Coding for Efficient Person Re-identification Zheng Liu Jie Qin Annan Li Yunhong Wang Luc Van Gool 71 31 0 29 Mar 2018
Image Generation and Translation with Disentangled Representations Tobias Hinz S. Wermter DRL GAN 28 8 0 28 Mar 2018
BAGAN: Data Augmentation with Balancing GAN G. Mariani Florian Scheidegger R. Istrate C. Bekas A. Malossi 63 315 0 26 Mar 2018
Dist-GAN: An Improved GAN using Distance Constraints Ngoc-Trung Tran Tuan-Anh Bui Ngai-Man Cheung DRL GAN 141 91 0 23 Mar 2018
Unsupervised Representation Learning by Predicting Image Rotations Spyros Gidaris Praveer Singh N. Komodakis OOD SSL DRL 275 3,304 0 21 Mar 2018
Correction by Projection: Denoising Images with Generative Adversarial Networks Subarna Tripathi Zachary Chase Lipton Truong Thao Nguyen 70 53 0 12 Mar 2018
An Introduction to Image Synthesis with Generative Adversarial Nets He Huang Philip S. Yu Changhu Wang GAN 79 185 0 12 Mar 2018
Inferencing Based on Unsupervised Learning of Disentangled Representations Tobias Hinz S. Wermter GAN 36 6 0 07 Mar 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches Md. Zahangir Alom T. Taha C. Yakopcic Stefan Westberg P. Sidike Mst Shamima Nasrin B. Van Essen A. Awwal V. Asari VLM 133 882 0 03 Mar 2018
Evolutionary Generative Adversarial Networks Chaoyue Wang Chang Xu Xin Yao Dacheng Tao GAN 166 284 0 01 Mar 2018
Structured Uncertainty Prediction Networks Garoe Dorta Sara Vicente Lourdes Agapito Neill D. F. Campbell Ivor J. A. Simpson UQCV 86 63 0 20 Feb 2018
Distribution Matching in Variational Inference Mihaela Rosca Balaji Lakshminarayanan S. Mohamed GAN CML DRL 142 98 0 19 Feb 2018
RadialGAN: Leveraging multiple datasets to improve target-specific predictive models using Generative Adversarial Networks Jinsung Yoon James Jordon M. Schaar SyDa 65 39 0 18 Feb 2018
Efficient GAN-Based Anomaly Detection Houssam Zenati Chuan-Sheng Foo Bruno Lecouat Gaurav Manek V. Chandrasekhar 66 563 0 17 Feb 2018
CapsuleGAN: Generative Adversarial Capsule Network Ayush Jaiswal Wael AbdAlmageed Yue Wu Premkumar Natarajan GAN MedIm 128 159 0 17 Feb 2018
Recursive Chaining of Reversible Image-to-image Translators For Face Aging Ari Heljakka Arno Solin Arno Solin CVBM 48 5 0 14 Feb 2018
Flipped-Adversarial AutoEncoders Jiyi Zhang Hung Dang H. Lee E. Chang GAN 73 4 0 13 Feb 2018
Adversarially Regularized Graph Autoencoder for Graph Embedding Shirui Pan Ruiqi Hu Guodong Long Jing Jiang Lina Yao Chengqi Zhang GNN GAN 79 449 0 13 Feb 2018
State Representation Learning for Control: An Overview Timothée Lesort Natalia Díaz Rodríguez Jean-François Goudou David Filliat OffRL 114 321 0 12 Feb 2018
Coulomb Autoencoders E. Sansone Hafiz Tiomoko Ali Jiacheng Sun DRL 45 1 0 10 Feb 2018
Transductive Adversarial Networks (TAN) S. Rowan GAN OOD 20 0 0 08 Feb 2018
Learning Image Representations by Completing Damaged Jigsaw Puzzles Dahun Kim Donghyeon Cho Donggeun Yoo In So Kweon SSL 87 152 0 06 Feb 2018
Task-Aware Compressed Sensing with Generative Adversarial Networks Maya Kabkab Pouya Samangouei Rama Chellappa GAN 88 79 0 05 Feb 2018
Hierarchical Adversarially Learned Inference Mohamed Ishmael Belghazi Sai Rajeswar Olivier Mastropietro Negar Rostamzadeh Jovana Mitrović Aaron Courville GAN BDL 83 29 0 04 Feb 2018