Title
RLgraph: Modular Computation Graphs for Deep Reinforcement Learning Michael Schaarschmidt Sven Mika Kai Fricke Eiko Yoneki OffRL 51 5 0 21 Oct 2018
BCR-Net: a neural network based on the nonstandard wavelet form Yuwei Fan Cindy Orozco Bohorquez Lexing Ying 76 47 0 20 Oct 2018
Towards Efficient Large-Scale Graph Neural Network Computing Lingxiao Ma Zhi-Xin Yang Youshan Miao Jilong Xue Ming Wu Lidong Zhou Yafei Dai GNN 64 16 0 19 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 72 78 0 18 Oct 2018
Decoupling Semantic Context and Color Correlation with multi-class cross branch regularization Vishal Keshav L. TejpratapG.V.S. 42 3 0 18 Oct 2018
Distributed Learning over Unreliable Networks Chen Yu Hanlin Tang Cédric Renggli S. Kassing Ankit Singla Dan Alistarh Ce Zhang Ji Liu OOD 105 61 0 17 Oct 2018
Fault Tolerance in Iterative-Convergent Machine Learning Aurick Qiao Bryon Aragam Bingjing Zhang Eric Xing 76 42 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 58 225 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 60 43 0 16 Oct 2018
Packaging and Sharing Machine Learning Models via the Acumos AI Open Platform Shuai Zhao Manoop Talasila G. Jacobson Cristian Borcea Syed Anwar Aftab John F. Murray 59 33 0 16 Oct 2018
INFODENS: An Open-source Framework for Learning Text Representations Ahmad Taie Raphaël Rubino Josef van Genabith VLM AI4CE 23 2 0 16 Oct 2018
Fine-tuning on Clean Data for End-to-End Speech Translation: FBK @ IWSLT 2018 Mattia Antonino Di Gangi Roberto Dessì R. Cattoni Matteo Negri Marco Turchi 59 10 0 16 Oct 2018
Morph: Flexible Acceleration for 3D CNN-based Video Understanding Kartik Hegde R. Agrawal Yulun Yao Christopher W. Fletcher 79 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 50 17 0 15 Oct 2018
MGSim + MGMark: A Framework for Multi-GPU System Research Tam n. Nguyen Trinayan Baruah Saiful A. Mojumder Shi Dong Rafael Ubal ... Vincent Zhao José L. Abellán John Kim A. Joshi David Kaeli 15 10 0 15 Oct 2018
Hyperparameter Learning via Distributional Transfer H. Law P. Zhao Lucian Chan Junzhou Huang Dino Sejdinovic 85 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 59 61 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 99 7 0 14 Oct 2018
Training Deep Neural Network in Limited Precision Hyunsun Park J. Lee Youngmin Oh Sangwon Ha Seungwon Lee 33 9 0 12 Oct 2018
Energy Flow Networks: Deep Sets for Particle Jets Patrick T. Komiske E. Metodiev Jesse Thaler PINN 3DPC 109 258 0 11 Oct 2018
Image Super-Resolution Using VDSR-ResNeXt and SRCGAN Saifuddin Hitawala Yao Li Xian Wang Dongyang Yang GAN 40 15 0 10 Oct 2018
Deep learning with differential Gaussian process flows Pashupati Hegde Markus Heinonen Harri Lähdesmäki Samuel Kaski BDL 95 42 0 09 Oct 2018
Conditional Generative Refinement Adversarial Networks for Unbalanced Medical Image Semantic Segmentation Mina Rezaei Haojin Yang Christoph Meinel GAN SSeg MedIm 92 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 84 90 0 08 Oct 2018
Deep calibration of rough stochastic volatility models Christian Bayer Benjamin Stemper 35 71 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 54 132 0 08 Oct 2018
Deep Model-Based 6D Pose Refinement in RGB Fabian Manhardt Wadim Kehl Nassir Navab Federico Tombari 3DH 106 169 0 07 Oct 2018
Deep convolutional Gaussian processes Kenneth Blomqvist Samuel Kaski Markus Heinonen BDL 91 61 0 06 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 91 50 0 06 Oct 2018
Computationally Efficient Deep Neural Network for Computed Tomography Image Reconstruction Dufan Wu Kyungsang Kim Quanzheng Li 43 44 0 05 Oct 2018
Co-Learning Feature Fusion Maps from PET-CT Images of Lung Cancer Ashnil Kumar M. Fulham Dagan Feng Jinman Kim MedIm 44 169 0 05 Oct 2018
A Convergence Analysis of Gradient Descent for Deep Linear Neural Networks Sanjeev Arora Nadav Cohen Noah Golowich Wei Hu 182 293 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 58 66 0 04 Oct 2018
Learning Scheduling Algorithms for Data Processing Clusters Hongzi Mao Malte Schwarzkopf S. Venkatakrishnan Zili Meng Mohammad Alizadeh OffRL 107 654 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 27 7 0 03 Oct 2018
PromID: human promoter prediction by deep learning Ramzan Umarov Hiroyuki Kuwahara Yu Li Xin Gao Victor V. Solovyev HAI 48 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 87 324 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 51 6 0 30 Sep 2018
DIMENSION: Dynamic MR Imaging with Both K-space and Spatial Prior Knowledge Obtained via Multi-Supervised Network Training Shanshan Wang Ziwen Ke Huitao Cheng Seng Jia L. Ying Hairong Zheng Dong Liang 95 122 0 30 Sep 2018
Non-local NetVLAD Encoding for Video Classification Yongyi Tang Xing Zhang Jingwen Wang Shaoxiang Chen Lin Ma Yu-Gang Jiang 67 41 0 29 Sep 2018
Predicting the Generalization Gap in Deep Networks with Margin Distributions Yiding Jiang Dilip Krishnan H. Mobahi Samy Bengio UQCV 105 199 0 28 Sep 2018
DeepSSM: A Deep Learning Framework for Statistical Shape Modeling from Raw Images Riddhish Bhalodia Shireen Y. Elhabian L. Kavan Ross T. Whitaker 86 60 0 28 Sep 2018
Deep Residual Network for Off-Resonance Artifact Correction with Application to Pediatric Body Magnetic Resonance Angiography with 3D Cones David Y Zeng Jamil Shaikh D. Nishimura S. Vasanawala Joseph Y. Cheng MedIm 19 2 0 28 Sep 2018
GPyTorch: Blackbox Matrix-Matrix Gaussian Process Inference with GPU Acceleration Jacob R. Gardner Geoff Pleiss D. Bindel Kilian Q. Weinberger A. Wilson GP 160 1,106 0 28 Sep 2018
Large Scale GAN Training for High Fidelity Natural Image Synthesis Andrew Brock Jeff Donahue Karen Simonyan 302 5,416 0 28 Sep 2018
FanStore: Enabling Efficient and Scalable I/O for Distributed Deep Learning Zhao-jie Zhang Lei Huang U. Manor Linjing Fang G. Merlo C. Michoski J. Cazes N. Gaffney 31 22 0 27 Sep 2018
Semantic Topic Analysis of Traffic Camera Images Jeffrey Liu A. Weinert Saurabh Amin 15 3 0 27 Sep 2018
The Convergence of Sparsified Gradient Methods Dan Alistarh Torsten Hoefler M. Johansson Sarit Khirirat Nikola Konstantinov Cédric Renggli 183 493 0 27 Sep 2018
Multi-View Frame Reconstruction with Conditional GAN T. Mahmud Mohammad Billah Amit K. Roy-Chowdhury GAN 39 5 0 27 Sep 2018
Iterative Document Representation Learning Towards Summarization with Polishing Preslav Nakov Shen Gao Chongyang Tao Yan Song Dongyan Zhao Rui Yan 82 41 0 27 Sep 2018