Title
Towards Robust Deep Neural Networks Timothy E. Wang Jack Gu D. Mehta Xiaojun Zhao Edgar A. Bernal OOD 111 11 0 27 Oct 2018
Automatic differentiation in ML: Where we are and where we should be going B. V. Merrienboer Olivier Breuleux Arnaud Bergeron Pascal Lamblin 57 78 0 26 Oct 2018
Exploring Sentence Vector Spaces through Automatic Summarization Adly Templeton Jugal Kalita 28 7 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 67 43 0 16 Oct 2018
Deep Neural Network Compression for Aircraft Collision Avoidance Systems Kyle D. Julian Mykel J. Kochenderfer Michael P. Owen 63 173 0 09 Oct 2018
Deep Learning with the Random Neural Network and its Applications Yonghua Yin 22 10 0 08 Oct 2018
AWE: Asymmetric Word Embedding for Textual Entailment Tengfei Ma Chiamin Wu Cao Xiao Jimeng Sun 61 2 0 11 Sep 2018
Sentylic at IEST 2018: Gated Recurrent Neural Network and Capsule Network Based Approach for Implicit Emotion Detection Prabod Rathnayaka Supun Abeysinghe Chamod Samarajeewa Isura Manchanayake M. Walpola 28 12 0 05 Sep 2018
Improving the Expressiveness of Deep Learning Frameworks with Recursion Eunji Jeong Joo Seong Jeong Soojeong Kim Gyeong-In Yu Byung-Gon Chun 60 18 0 04 Sep 2018
An Adaptive Locally Connected Neuron Model: Focusing Neuron F. Boray Tek 38 6 0 31 Aug 2018
Why Do Neural Response Generation Models Prefer Universal Replies? Bowen Wu Nan Jiang Zhifeng Gao Mengyuan Li Zongsheng Wang Suke Li Qihang Feng Wenge Rong Baoxun Wang 104 8 0 28 Aug 2018
Learning to Compose over Tree Structures via POS Tags Gehui Shen Zhihong Deng Ting Huang Xi Chen 70 15 0 18 Aug 2018
Whole-Slide Mitosis Detection in H&E Breast Histology Using PHH3 as a Reference to Train Distilled Stain-Invariant Convolutional Networks David Tellez M. Balkenhol I. Otte-Höller Rob van de Loo R. Vogels ... S. Mol N. Karssemeijer G. Litjens J. A. van der Laak F. Ciompi 68 246 0 17 Aug 2018
Cache Telepathy: Leveraging Shared Resource Attacks to Learn DNN Architectures Mengjia Yan Christopher W. Fletcher Josep Torrellas MIACV FedML 94 251 0 14 Aug 2018
SchiNet: Automatic Estimation of Symptoms of Schizophrenia from Facial Behaviour Analysis M. Bishay P. Palasek S. Priebe Ioannis Patras CVBM 63 56 0 07 Aug 2018
DeePathology: Deep Multi-Task Learning for Inferring Molecular Pathology from Cancer Transcriptome B. Azarkhalili A. Saberi H. Chitsaz A. Sharifi-Zarchi AI4CE 26 0 0 07 Aug 2018
A Survey of Machine and Deep Learning Methods for Internet of Things (IoT) Security M. Al-garadi Amr M. Mohamed A. Al-Ali Xiaojiang Du Mohsen Guizani 98 834 0 29 Jul 2018
Deep neural network based speech separation optimizing an objective estimator of intelligibility for low latency applications Gaurav Naithani Joonas Nikunen Lars Bramsløw Tuomas Virtanen 57 18 0 18 Jul 2018
Adding Attentiveness to the Neurons in Recurrent Neural Networks Pengfei Zhang Jianru Xue Cuiling Lan Wenjun Zeng Zhanning Gao Nanning Zheng 76 96 0 12 Jul 2018
NMT-Keras: a Very Flexible Toolkit with a Focus on Interactive NMT and Online Learning Álvaro Peris F. Casacuberta KELM HAI 98 21 0 09 Jul 2018
Densely Connected CNNs for Bird Audio Detection Thomas Pellegrini 63 32 0 08 Jul 2018
Deep convolutional encoder-decoder networks for uncertainty quantification of dynamic multiphase flow in heterogeneous media S. Mo Yinhao Zhu N. Zabaras Xiaoqing Shi Jichun Wu AI4CE 91 282 0 02 Jul 2018
Topology classification with deep learning to improve real-time event selection at the LHC Thong Q. Nguyen Daniel Weitekamp D. Anderson R. Castello O. Cerri M. Pierini M. Spiropulu J. Vlimant 125 34 0 29 Jun 2018
Dropout-based Active Learning for Regression Evgenii Tsymbalov Maxim Panov Alexander Shapeev BDL UQCV 69 56 0 26 Jun 2018
Enhancing Sentence Embedding with Generalized Pooling Qian Chen Zhenhua Ling Xiao-Dan Zhu 90 68 0 26 Jun 2018
Pixel-level Reconstruction and Classification for Noisy Handwritten Bangla Characters Manohar Karki Qun Liu Robert DiBiano Saikat Basu S. Mukhopadhyay 31 12 0 21 Jun 2018
Jack the Reader - A Machine Reading Framework Dirk Weissenborn Pasquale Minervini Tim Dettmers Isabelle Augenstein Johannes Welbl ... Matko Bosnjak Jeff Mitchell Thomas Demeester Pontus Stenetorp Sebastian Riedel 51 13 0 20 Jun 2018
Learning Equations for Extrapolation and Control Subham S. Sahoo Christoph H. Lampert Georg Martius 81 237 0 19 Jun 2018
The streaming rollout of deep networks - towards fully model-parallel execution Volker Fischer Jan M. Köhler Thomas Pfeil 71 16 0 13 Jun 2018
LSTM Benchmarks for Deep Learning Frameworks Stefan Braun 53 28 0 05 Jun 2018
BindsNET: A machine learning-oriented spiking neural networks library in Python Hananel Hazan D. J. Saunders Hassaan Khan Darpan T. Sanghavi H. Siegelmann R. Kozma AI4CE 84 234 0 04 Jun 2018
Cyberattack Detection using Deep Generative Models with Variational Inference S. Chandy A. Rasekh Zachary A. Barker M. Shafiee AAML 51 26 0 31 May 2018
Focal onset seizure prediction using convolutional networks Haidar Khan L. Marcuse M. Fields K. Swann B. Yener 56 255 0 29 May 2018
NengoDL: Combining deep learning and neuromorphic modelling methods Daniel Rasmussen MoE VLM 67 93 0 28 May 2018
Online Structured Laplace Approximations For Overcoming Catastrophic Forgetting H. Ritter Aleksandar Botev David Barber BDL CLL 106 335 0 20 May 2018
Latent Space Non-Linear Statistics Line Kühnel Tom Fletcher S. Joshi Stefan Sommer GAN DRL 67 34 0 19 May 2018
RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition Albert Zeyer Tamer Alkhouli Hermann Ney 79 92 0 14 May 2018
Image Retrieval with Mixed Initiative and Multimodal Feedback Nils Murrugarra-Llerena Adriana Kovashka 53 14 0 08 May 2018
Transfer Learning of Artist Group Factors to Musical Genre Classification Jaehun Kim Minz Won Xavier Serra Cynthia C. S. Liem 65 17 0 05 May 2018
Compositional Representation of Morphologically-Rich Input for Neural Machine Translation Duygu Ataman Marcello Federico 78 41 0 05 May 2018
Dynamic Control Flow in Large-Scale Machine Learning Yuan Yu Martín Abadi P. Barham E. Brevdo M. Burrows ... Michael Isard M. Kudlur R. Monga D. Murray Xiaoqiang Zheng AI4CE 89 106 0 04 May 2018
JUNIPR: a Framework for Unsupervised Machine Learning in Particle Physics Anders Andreassen Ilya Feige Christopher Frye M. Schwartz MU 105 137 0 25 Apr 2018
To Create What You Tell: Generating Videos from Captions Yingwei Pan Zhaofan Qiu Ting Yao Houqiang Li Tao Mei GAN 101 154 0 23 Apr 2018
Recognizing Birds from Sound - The 2018 BirdCLEF Baseline System Stefan Kahl Thomas Wilhelm-Stein Holger Klinck Danny Kowerko Maximilian Eibl 37 28 0 19 Apr 2018
μ-cuDNN: Accelerating Deep Learning Frameworks with Micro-Batching Yosuke Oyama Tal Ben-Nun Torsten Hoefler Satoshi Matsuoka 31 1 0 13 Apr 2018
Comparing the Max and Noisy-Or Pooling Functions in Multiple Instance Learning for Weakly Supervised Sequence Learning Tasks Yun Wang Juncheng Billy Li Florian Metze 56 16 0 03 Apr 2018
B-DCGAN:Evaluation of Binarized DCGAN for FPGA Hideo Terada Hayaru Shouno AI4CE 26 3 0 29 Mar 2018
A Survey on Deep Learning Methods for Robot Vision Javier Ruiz-del-Solar P. Loncomilla Naiomi Soto 65 60 0 28 Mar 2018
Demystifying Differentiable Programming: Shift/Reset the Penultimate Backpropagator Fei Wang Daniel Zheng James M. Decker Xilun Wu Grégory M. Essertel Tiark Rompf ODL 59 89 0 27 Mar 2018
Deep learning as a tool for neural data analysis: speech classification and cross-frequency coupling in human sensorimotor cortex J. Livezey K. Bouchard E. Chang 73 59 0 26 Mar 2018