Title
MD-GAN: Multi-Discriminator Generative Adversarial Networks for Distributed Datasets Corentin Hardy Erwan Le Merrer B. Sericola GAN 27 181 0 09 Nov 2018
Incorporating Relevant Knowledge in Context Modeling and Response Generation Christoph Vogel Patrick Knöbelreiter Thomas Pock Chengyao Chen 24 1 0 09 Nov 2018
Pipe-SGD: A Decentralized Pipelined SGD Framework for Distributed Deep Net Training Youjie Li Hang Qiu Songze Li A. Avestimehr N. Kim A. Schwing FedML 16 103 0 08 Nov 2018
Federated Learning for Mobile Keyboard Prediction Andrew Straiton Hard Kanishka Rao Zhifeng Lin Swaroop Indra Ramaswamy Youjie Li S. Augenstein A. Schwing M. Annavaram A. Avestimehr FedML 38 1,511 0 08 Nov 2018
ColorUNet: A convolutional classification approach to colorization Zhihui Zhu Matthieu de Rochemonteix Marc Thibault 11 6 0 07 Nov 2018
3DCapsule: Extending the Capsule Architecture to Classify 3D Point Clouds Fei Yang C. Zheng 3DPC 33 41 0 06 Nov 2018
How deep is deep enough? -- Quantifying class separability in the hidden layers of deep neural networks Junhong Lin C. Metzner Andreas K. Maier V. Cevher Holger Schulze Patrick Krauss 21 56 0 05 Nov 2018
Elastic CRFs for Open-ontology Slot Filling Yinpei Dai Yichi Zhang Hong Liu Zhijian Ou Yanmeng Wang Junlan Feng 30 2 0 04 Nov 2018
Excessive Invariance Causes Adversarial Vulnerability J. Jacobsen Jens Behrmann R. Zemel Matthias Bethge AAML 27 166 0 01 Nov 2018
Fashionable Modelling with Flux Mike Innes Elliot Saba Keno Fischer Dhairya Gandhi Marco Concetto Rudilosso Neethu Mariya Joy Tejan Karmali Avik Pal Viral B. Shah AI4CE 39 160 0 01 Nov 2018
A Hitchhiker's Guide On Distributed Training of Deep Neural Networks K. Chahal Manraj Singh Grover Kuntal Dey 3DH OOD 6 53 0 28 Oct 2018
Scalable Distributed DNN Training using TensorFlow and CUDA-Aware MPI: Characterization, Designs, and Performance Evaluation A. A. Awan Jeroen Bédorf Ching-Hsiang Chu Hari Subramoni D. Panda GNN 33 45 0 25 Oct 2018
nGraph-HE: A Graph Compiler for Deep Learning on Homomorphically Encrypted Data Fabian Boemer Yixing Lao Rosario Cammarota Casimir Wierzynski FedML 11 163 0 23 Oct 2018
Interpreting Black Box Predictions using Fisher Kernels Rajiv Khanna Been Kim Joydeep Ghosh Oluwasanmi Koyejo FAtt 27 103 0 23 Oct 2018
Efficiently measuring a quantum device using machine learning D. Lennon H. Moon L. Camenzind Liuqi Yu D. Zumbuhl G. Briggs Michael A. Osborne E. Laird N. Ares 14 67 0 23 Oct 2018
Using Deep Learning to Extend the Range of Air-Pollution Monitoring and Forecasting Philipp Haehnel Jakub Mareˇcek Julien Monteil Fearghal O'Donncha AI4CE 20 39 0 22 Oct 2018
Unsupervised Learning of Shape and Pose with Differentiable Point Clouds Eldar Insafutdinov Alexey Dosovitskiy 3DPC 25 244 0 22 Oct 2018
Dermatologist Level Dermoscopy Skin Cancer Classification Using Different Deep Learning Convolutional Neural Networks Algorithms Amirreza Rezvantalab H. Safigholi Somayeh Karimijeshni 19 104 0 21 Oct 2018
RLgraph: Modular Computation Graphs for Deep Reinforcement Learning Michael Schaarschmidt Sven Mika Kai Fricke Eiko Yoneki OffRL 23 5 0 21 Oct 2018
BCR-Net: a neural network based on the nonstandard wavelet form Yuwei Fan Cindy Orozco Bohorquez Lexing Ying 15 47 0 20 Oct 2018
Private Machine Learning in TensorFlow using Secure Computation Morten Dahl Jason V. Mancuso Yann Dupis Ben Decoste Morgan Giraud Ian Livingstone Justin Patriquin Gavin Uhma FedML 13 75 0 18 Oct 2018
Decoupling Semantic Context and Color Correlation with multi-class cross branch regularization Vishal Keshav L. TejpratapG.V.S. 20 3 0 18 Oct 2018
Automatic Brain Tumor Segmentation using Convolutional Neural Networks with Test-Time Augmentation Guotai Wang Wenqi Li Sebastien Ourselin Tom Kamiel Magda Vercauteren 16 151 0 18 Oct 2018
Fault Tolerance in Iterative-Convergent Machine Learning Aurick Qiao Bryon Aragam Bingjing Zhang Eric Xing 26 41 0 17 Oct 2018
ReDMark: Framework for Residual Diffusion Watermarking on Deep Networks Mahdi Ahmadi Alireza Norouzi S. M. Reza Soroushmehr N. Karimi Kayvan Najarian S. Samavi Ali Emami WIGM 12 219 0 16 Oct 2018
AutoGraph: Imperative-style Coding with Graph-based Performance D. Moldovan James M. Decker Fei Wang A. A. Johnson Brian K. Lee Zachary Nado D. Sculley Tiark Rompf Alexander B. Wiltschko 13 43 0 16 Oct 2018
Morph: Flexible Acceleration for 3D CNN-based Video Understanding Kartik Hegde R. Agrawal Yulun Yao Christopher W. Fletcher 30 71 0 16 Oct 2018
Stop Illegal Comments: A Multi-Task Deep Learning Approach Ahmed Elnaggar Bernhard Waltl Ingo Glaser Jörg Landthaler Elena Scepankova Florian Matthes AILaw 11 15 0 15 Oct 2018
Hyperparameter Learning via Distributional Transfer H. Law P. Zhao Lucian Chan Junzhou Huang Dino Sejdinovic 19 25 0 15 Oct 2018
Robust Learning of Tactile Force Estimation through Robot Interaction Balakumar Sundaralingam Alexander Lambert Ankur Handa Byron Boots Tucker Hermans Stan Birchfield Nathan D. Ratliff Dieter Fox OOD 9 59 0 15 Oct 2018
Learning to Sketch with Deep Q Networks and Demonstrated Strokes Tao Zhou Chen Fang Zhaowen Wang Jimei Yang Byungmoon Kim Zhili Chen Jonathan Brandt Demetri Terzopoulos 25 7 0 14 Oct 2018
Training Deep Neural Network in Limited Precision Hyunsun Park J. Lee Youngmin Oh Sangwon Ha Seungwon Lee 19 8 0 12 Oct 2018
Energy Flow Networks: Deep Sets for Particle Jets Patrick T. Komiske E. Metodiev Jesse Thaler PINN 3DPC 29 251 0 11 Oct 2018
Conditional Generative Refinement Adversarial Networks for Unbalanced Medical Image Semantic Segmentation Mina Rezaei Haojin Yang Christoph Meinel GAN SSeg MedIm 22 21 0 09 Oct 2018
Security Analysis of Deep Neural Networks Operating in the Presence of Cache Side-Channel Attacks Sanghyun Hong Michael Davinroy Yigitcan Kaya S. Locke Ian Rackow Kevin Kulda Dana Dachman-Soled Tudor Dumitras MIACV 25 90 0 08 Oct 2018
POLO: a POLicy-based Optimization library Arda Aytekin Martin Biel M. Johansson 22 3 0 08 Oct 2018
NSML: Meet the MLaaS platform with a real-world case study Hanjoo Kim Minkyu Kim Dongjoo Seo Jinwoong Kim Heungseok Park ... KyungHyun Kim Youngil Yang Youngkwan Kim Nako Sung Jung-Woo Ha 20 130 0 08 Oct 2018
Deep Model-Based 6D Pose Refinement in RGB Fabian Manhardt Wadim Kehl Nassir Navab Federico Tombari 3DH 25 167 0 07 Oct 2018
Characterizing Deep-Learning I/O Workloads in TensorFlow Steven W. D. Chien Stefano Markidis C. Sishtla Luís Santos Pawel Herman Sai B. Narasimhamurthy Erwin Laure 21 50 0 06 Oct 2018
PPO-CMA: Proximal Policy Optimization with Covariance Matrix Adaptation Perttu Hämäläinen Amin Babadi Xiaoxiao Ma J. Lehtinen 32 62 0 05 Oct 2018
Co-Learning Feature Fusion Maps from PET-CT Images of Lung Cancer Ashnil Kumar M. Fulham D. Feng Jinman Kim MedIm 27 165 0 05 Oct 2018
A Convergence Analysis of Gradient Descent for Deep Linear Neural Networks Sanjeev Arora Nadav Cohen Noah Golowich Wei Hu 27 281 0 04 Oct 2018
Detecting DGA domains with recurrent neural networks and side information Ryan R. Curtin Andrew B. Gardner Slawomir Grzonkowski A. Kleymenov Alejandro Mosquera AAML 6 64 0 04 Oct 2018
Learning Scheduling Algorithms for Data Processing Clusters Hongzi Mao Malte Schwarzkopf S. Venkatakrishnan Zili Meng Mohammad Alizadeh OffRL 20 636 0 03 Oct 2018
Extreme Augmentation : Can deep learning based medical image segmentation be trained using a single manually delineated scan? Bilwaj Gaonkar Matthew Edwards Alex A. T. Bui Matthew A. Brown Luke Macyszyn 21 7 0 03 Oct 2018
PromID: human promoter prediction by deep learning Ramzan Umarov Hiroyuki Kuwahara Yu Li Xin Gao Victor V. Solovyev HAI 16 7 0 02 Oct 2018
AI Benchmark: Running Deep Neural Networks on Android Smartphones Andrey D. Ignatov Radu Timofte William Chou Ke Wang Max Wu Tim Hartley Luc Van Gool ELM 21 321 0 02 Oct 2018
Interpretable Neuron Structuring with Graph Spectral Regularization Alexander Tong David van Dijk Jay S. Stanley Matthew Amodio Kristina M. Yim R. Muhle J. Noonan Guy Wolf Smita Krishnaswamy 27 6 0 30 Sep 2018
Non-local NetVLAD Encoding for Video Classification Yongyi Tang Xing Zhang Jingwen Wang Shaoxiang Chen Lin Ma Yu-Gang Jiang 16 41 0 29 Sep 2018
Towards Automated Post-Earthquake Inspections with Deep Learning-based Condition-Aware Models Vedhus Hoskere Y. Narazaki T. Hoang B. Spencer 27 48 0 24 Sep 2018