Title
PipeDream: Fast and Efficient Pipeline Parallel DNN Training A. Harlap Deepak Narayanan Amar Phanishayee Vivek Seshadri Nikhil R. Devanur G. Ganger Phillip B. Gibbons AI4CE 80 256 0 08 Jun 2018
Training Augmentation with Adversarial Examples for Robust Speech Recognition Sining Sun Ching-Feng Yeh Mari Ostendorf M. Hwang Lei Xie AAML 82 63 0 07 Jun 2018
Semi-Supervised Learning via Compact Latent Space Clustering Konstantinos Kamnitsas Daniel Coelho De Castro Loic Le Folgoc Ian Walker Ryutaro Tanno Daniel Rueckert Ben Glocker A. Criminisi A. Nori SSL 86 89 0 07 Jun 2018
Semi-Dynamic Load Balancing: Efficient Distributed Learning in Non-Dedicated Environments Chen Chen Qizhen Weng Wei Wang Baochun Li Bo Li 67 27 0 07 Jun 2018
Studying the Difference Between Natural and Programming Language Corpora Casey Casalnuovo Kenji Sagae Premkumar T. Devanbu 72 34 0 06 Jun 2018
SOM-VAE: Interpretable Discrete Representation Learning on Time Series Vincent Fortuin Matthias Huser Francesco Locatello Heiko Strathmann Gunnar Rätsch BDL AI4TS 56 140 0 06 Jun 2018
Efficient Differentiable Programming in a Functional Array-Processing Language Amir Shaikhha Andrew Fitzgibbon Dimitrios Vytiniotis S. Jones Christoph E. Koch 62 65 0 06 Jun 2018
MILD-Net: Minimal Information Loss Dilated Network for Gland Instance Segmentation in Colon Histology Images S. Graham Hao Chen Jevgenij Gamper Qi Dou Pheng-Ann Heng David R. J. Snead Yee Wah Tsang Nasir M. Rajpoot MedIm 91 307 0 05 Jun 2018
EIGEN: Ecologically-Inspired GENetic Approach for Neural Network Structure Searching from Scratch Jian Ren Zhe Li Jianchao Yang N. Xu Tianbao Yang D. Foran 78 17 0 05 Jun 2018
Evidential Deep Learning to Quantify Classification Uncertainty Murat Sensoy Lance M. Kaplan M. Kandemir OOD UQCV EDL BDL 201 1,008 0 05 Jun 2018
Analysis of DAWNBench, a Time-to-Accuracy Machine Learning Performance Benchmark Cody Coleman Daniel Kang Deepak Narayanan Luigi Nardi Tian Zhao Jian Zhang Peter Bailis K. Olukotun Christopher Ré Matei A. Zaharia 62 117 0 04 Jun 2018
FlowNet3D: Learning Scene Flow in 3D Point Clouds Xingyu Liu C. Qi Leonidas Guibas 3DPC 105 481 0 04 Jun 2018
Dynamically Hierarchy Revolution: DirNet for Compressing Recurrent Neural Network on Mobile Devices Jie Zhang Xiaolong Wang Dawei Li Yalin Wang 83 14 0 04 Jun 2018
Lagrange Coded Computing: Optimal Design for Resiliency, Security and Privacy Qian-long Yu Songze Li Netanel Raviv Seyed Mohammadreza Mousavi Kalan Jinhyun So A. Avestimehr 146 394 0 04 Jun 2018
An Interpretable Deep Hierarchical Semantic Convolutional Neural Network for Lung Nodule Malignancy Classification Shiwen Shen Simon X. Han D. Aberle Alex A. T. Bui William Hsu 76 239 0 02 Jun 2018
Multi-vehicle Flocking Control with Deep Deterministic Policy Gradient Method Yang Lyu Quan Pan Jin-wen Hu Chunhui Zhao Shuai Liu 108 33 0 01 Jun 2018
Interpreting Deep Learning: The Machine Learning Rorschach Test? Adam S. Charles AAML HAI AI4CE 105 9 0 01 Jun 2018
On GANs and GMMs Eitan Richardson Yair Weiss GAN 207 152 0 31 May 2018
Conformation Clustering of Long MD Protein Dynamics with an Adversarial Autoencoder Yunlong Liu L. Amzel 9 1 0 31 May 2018
Short-term Load Forecasting with Deep Residual Networks Kunjin Chen Kunlong Chen Qin Wang Ziyu He Jun Hu Jinliang He 73 474 0 30 May 2018
AutoZOOM: Autoencoder-based Zeroth Order Optimization Method for Attacking Black-box Neural Networks Chun-Chen Tu Pai-Shun Ting Pin-Yu Chen Sijia Liu Huan Zhang Jinfeng Yi Cho-Jui Hsieh Shin-Ming Cheng MLAU AAML 94 399 0 30 May 2018
Unsupervised Text Style Transfer using Language Models as Discriminators Zichao Yang Zhiting Hu Chris Dyer Eric Xing Taylor Berg-Kirkpatrick 106 273 0 30 May 2018
Rice Classification Using Spatio-Spectral Deep Convolutional Neural Network I. Chatnuntawech Kittipong Tantisantisom P. Khanchaitit T. Boonkoom B. Bilgiç Ekapol Chuangsuwanich 32 26 0 29 May 2018
Improved Mixed-Example Data Augmentation Cecilia Summers M. Dinneen 111 161 0 29 May 2018
NengoDL: Combining deep learning and neuromorphic modelling methods Daniel Rasmussen MoE VLM 67 93 0 28 May 2018
Adaptive neural network classifier for decoding MEG signals I. Zubarev Rasmus Zetter Hanna-Leena Halme L. Parkkonen 26 48 0 28 May 2018
Approximating Real-Time Recurrent Learning with Random Kronecker Factors Asier Mujika Florian Meier Angelika Steger 126 62 0 28 May 2018
Convolutional neural networks for chemical-disease relation extraction are improved with character-based word embeddings Dat Quoc Nguyen Karin Verspoor NAI MedIm 74 47 0 27 May 2018
Accelerating CNN inference on FPGAs: A Survey K. Abdelouahab Maxime Pelcat Jocelyn Serot F. Berry AI4CE 48 149 0 26 May 2018
Mixed-Precision Training for NLP and Speech Recognition with OpenSeq2Seq Oleksii Kuchaiev Boris Ginsburg Igor Gitman Vitaly Lavrukhin Jason Chun Lok Li Huyen Nguyen Carl Case Paulius Micikevicius VLM 72 49 0 25 May 2018
Zero-Shot Dual Machine Translation L. Sestorain Massimiliano Ciaramita Christian Buck Thomas Hofmann 107 23 0 25 May 2018
Cooking State Recognition from Images Using Inception Architecture Md Sirajus Salekin Ahmad Babaeian Jelodar Rafsanjany Kushol 38 17 0 25 May 2018
Stereo Magnification: Learning View Synthesis using Multiplane Images Tinghui Zhou Richard Tucker John Flynn Graham Fyffe Noah Snavely 3DV 97 380 0 24 May 2018
Meta-Gradient Reinforcement Learning Zhongwen Xu H. V. Hasselt David Silver 117 327 0 24 May 2018
A0C: Alpha Zero in Continuous Action Space Thomas M. Moerland Joost Broekens Aske Plaat Catholijn M. Jonker 95 49 0 24 May 2018
AutoAugment: Learning Augmentation Policies from Data E. D. Cubuk Barret Zoph Dandelion Mané Vijay Vasudevan Quoc V. Le 139 1,780 0 24 May 2018
Taming Convergence for Asynchronous Stochastic Gradient Descent with Unbounded Delay in Non-Convex Learning Xin Zhang Jia-Wei Liu Zhengyuan Zhu 62 17 0 24 May 2018
Deep Active Learning for Anomaly Detection Tiago Pimentel Marianne Monteiro Adriano Veloso N. Ziviani 66 41 0 23 May 2018
Classifying cooking object's state using a tuned VGG convolutional neural network Rahul Paul 37 13 0 23 May 2018
Hyperbolic Neural Networks O. Ganea Gary Bécigneul Thomas Hofmann 65 607 0 23 May 2018
Neural networks for post-processing ensemble weather forecasts S. Rasp Sebastian Lerch 177 350 0 23 May 2018
Implicit Reparameterization Gradients Michael Figurnov S. Mohamed A. Mnih BDL 141 235 0 22 May 2018
Controlling Personality-Based Stylistic Variation with Neural Natural Language Generators Shereen Oraby Lena Reed Shubhangi Tandon S. SharathT. S. Lukin M. Walker 83 67 0 22 May 2018
Learning long-range spatial dependencies with horizontal gated-recurrent units Drew Linsley Junkyung Kim Vijay Veerabadran Thomas Serre 74 160 0 21 May 2018
Deep Energy Estimator Networks Saeed Saremi Arash Mehrjou Bernhard Schölkopf Aapo Hyvarinen 64 75 0 21 May 2018
Learning What Information to Give in Partially Observed Domains Rohan Chitnis L. Kaelbling Tomás Lozano-Pérez 23 3 0 21 May 2018
Learning to Optimize Tensor Programs Tianqi Chen Lianmin Zheng Eddie Q. Yan Ziheng Jiang T. Moreau Luis Ceze Carlos Guestrin Arvind Krishnamurthy 141 407 0 21 May 2018
VideoCapsuleNet: A Simplified Network for Action Detection Kevin Duarte Yogesh S Rawat M. Shah MedIm 80 166 0 21 May 2018
Faster Neural Network Training with Approximate Tensor Operations Menachem Adelman Kfir Y. Levy Ido Hakimi M. Silberstein 81 27 0 21 May 2018
Parameter Hub: a Rack-Scale Parameter Server for Distributed Deep Neural Network Training Liang Luo Jacob Nelson Luis Ceze Amar Phanishayee Arvind Krishnamurthy 154 121 0 21 May 2018