Title
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Efficient Probabilistic Inference in the Quest for Physics Beyond the Standard Model A. G. Baydin Lukas Heinrich W. Bhimji Lei Shao Saeid Naderiparizi ... Philip Torr Victor W. Lee P. Prabhat Kyle Cranmer Frank Wood 90 31 0 20 Jul 2018
Aleatoric uncertainty estimation with test-time augmentation for medical image segmentation with convolutional neural networks Guotai Wang Wenqi Li Michael Aertsen Jan Deprest Sebastien Ourselin Tom Vercauteren UQCV MedIm OOD 170 594 0 19 Jul 2018
Deep learning the high variability and randomness inside multimode fibres Pengfei Fan Tianrui Zhao Lei Su 31 76 0 18 Jul 2018
Convergence guarantees for RMSProp and ADAM in non-convex optimization and an empirical comparison to Nesterov acceleration Soham De Anirbit Mukherjee Enayat Ullah 79 102 0 18 Jul 2018
SySeVR: A Framework for Using Deep Learning to Detect Software Vulnerabilities Zerui Li Deqing Zou Shouhuai Xu Hai Jin Yawei Zhu Zhaoxuan Chen 100 525 0 18 Jul 2018
Clinical Text Classification with Rule-based Features and Knowledge-guided Convolutional Neural Networks Liang Yao Chengsheng Mao Yuan Luo 70 153 0 17 Jul 2018
A framework for remote sensing images processing using deep learning technique R. Cresson 29 36 0 17 Jul 2018
Hierarchical Multitask Learning for CTC-based Speech Recognition Kalpesh Krishna Shubham Toshniwal Karen Livescu 53 44 0 17 Jul 2018
Explanations for Temporal Recommendations Homanga Bharadhwaj S. Joshi 44 19 0 17 Jul 2018
Layer-wise Relevance Propagation for Explainable Recommendations Homanga Bharadhwaj FAtt 37 8 0 17 Jul 2018
Constraint-Based Visual Generation G. Marra Francesco Giannini Michelangelo Diligenti Marco Gori 3DV GAN 58 11 0 16 Jul 2018
Scheduling Computation Graphs of Deep Learning Models on Manycore CPUs Linpeng Tang Yida Wang Theodore L. Willke Kai Li GNN 101 22 0 16 Jul 2018
Computationally Efficient Approaches for Image Style Transfer R. Pandey Samarjit Karmakar A. G. Ramakrishnan 24 1 0 16 Jul 2018
Beyond Data and Model Parallelism for Deep Neural Networks Zhihao Jia Matei A. Zaharia A. Aiken GNN AI4CE 73 508 0 14 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
Deriving Neural Network Architectures using Precision Learning: Parallel-to-fan beam Conversion Christopher Syben Bernhard Stimpel Jonathan Lommen Tobias Würfl Arnd Dörfler Andreas Maier MedIm 69 15 0 09 Jul 2018
Universal Word Segmentation: Implementation and Interpretation Yan Shao Christian Hardmeier Joakim Nivre 49 42 0 09 Jul 2018
Deep Virtual Stereo Odometry: Leveraging Deep Depth Prediction for Monocular Direct Sparse Odometry Nan Yang Rui Wang J. Stückler Zorah Lähner MDE 75 341 0 06 Jul 2018
Automated and Interpretable Patient ECG Profiles for Disease Detection, Tracking, and Discovery G. Tison Jeffrey Zhang F. Delling Rahul C. Deo 78 154 0 06 Jul 2018
Tangent Convolutions for Dense Prediction in 3D Maxim Tatarchenko Jaesik Park V. Koltun Qian-Yi Zhou 3DV 3DPC MDE 93 548 0 06 Jul 2018
Adaptive Path-Integral Autoencoder: Representation Learning and Planning for Dynamical Systems Jung-Su Ha Young-Jin Park Hyeok-Joo Chae Soon-Seo Park Han-Lim Choi BDL 81 27 0 05 Jul 2018
$Deeply-Sparse Signal rePresentations ($\text{D}\text{S}^2\text{P}$)$ Deeply-Sparse Signal rePresentations ( $\text{D}\text{S}^2\text{P}$ ) Demba E. Ba 98 7 0 05 Jul 2018
MITOS-RCNN: A Novel Approach to Mitotic Figure Detection in Breast Cancer Histopathology Images using Region Based Convolutional Neural Networks S. Rao 62 26 0 04 Jul 2018
Sample-Efficient Reinforcement Learning with Stochastic Ensemble Value Expansion Jacob Buckman Danijar Hafner George Tucker E. Brevdo Honglak Lee 97 333 0 04 Jul 2018
TextSnake: A Flexible Representation for Detecting Text of Arbitrary Shapes Shangbang Long Jiaqiang Ruan Weinan Zhang Xin He Wenhao Wu Cong Yao 106 516 0 04 Jul 2018
Restructuring Batch Normalization to Accelerate CNN Training Wonkyung Jung Daejin Jung and Byeongho Kim Sunjung Lee Wonjong Rhee Jung Ho Ahn 57 64 0 04 Jul 2018
Punctuation Prediction Model for Conversational Speech Piotr Żelasko Piotr Szymañski Jan Mizgajski Adrian Szymczak Yishay Carmiel Najim Dehak 53 54 0 02 Jul 2018
Adversarial Perturbations Against Real-Time Video Classification Systems Shasha Li Ajaya Neupane S. Paul Chengyu Song S. Krishnamurthy Amit K. Roy-Chowdhury A. Swami AAML 94 121 0 02 Jul 2018
Bayesian Deep Learning on a Quantum Computer Zhikuan Zhao Alejandro Pozas-Kerstjens Patrick Rebentrost P. Wittek UQCV BDL 83 72 0 29 Jun 2018
AirLab: Autograd Image Registration Laboratory Robin Sandkühler C. Jud Simon Andermatt Philippe C. Cattin 63 53 0 26 Jun 2018
Task-Driven Convolutional Recurrent Models of the Visual System Aran Nayebi Daniel M. Bear J. Kubilius Kohitij Kar Surya Ganguli David Sussillo J. DiCarlo Daniel L. K. Yamins 115 151 0 20 Jun 2018
Combinatorial Testing for Deep Learning Systems Lei Ma Fuyuan Zhang Minhui Xue Yue Liu Yang Liu Jianjun Zhao Yadong Wang AAML OffRL 77 73 0 20 Jun 2018
End-to-end Sampling Patterns Thomas Leimkuhler Gurprit Singh K. Myszkowski Hans-Peter Seidel Tobias Ritschel 45 2 0 18 Jun 2018
Learning to Evaluate Image Captioning Huayu Chen Guandao Yang Andreas Veit Xun Huang Serge J. Belongie 94 148 0 17 Jun 2018
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning Huayu Chen Yang Song Chen Sun Andrew G. Howard Serge J. Belongie 130 482 0 16 Jun 2018
Controllable Semantic Image Inpainting Jin Xu Yee Whye Teh 56 7 0 15 Jun 2018
A simple blind-denoising filter inspired by electrically coupled photoreceptors in the retina Yang Yue Liuyuan He Gan He Jian K. Liu Kai Du Yonghong Tian Tiejun Huang 38 2 0 15 Jun 2018
DeepLaser: Practical Fault Attack on Deep Neural Networks J. Breier Xiaolu Hou Dirmanto Jap Lei Ma S. Bhasin Yang Liu AAML AI4CE 80 19 0 15 Jun 2018
Extracting Parallel Sentences with Bidirectional Recurrent Neural Networks to Improve Machine Translation Francis Grégoire Philippe Langlais 88 43 0 13 Jun 2018
Reservoir Computing Hardware with Cellular Automata Alejandro Morán Christiam F. Frasser J. Rosselló 38 11 0 13 Jun 2018
Unsupervised Adaptation with Interpretable Disentangled Representations for Distant Conversational Speech Recognition Wei-Ning Hsu Hao Tang James R. Glass SSL 66 22 0 13 Jun 2018
Android Malware Detection using Large-scale Network Representation Learning Rui Zhu Chenglin Li Di Niu Hongwen Zhang Husam Kinawi GNN 39 8 0 13 Jun 2018
Deep learning to represent sub-grid processes in climate models S. Rasp Michael S. Pritchard Pierre Gentine AI4Cl AI4CE 113 739 0 12 Jun 2018
Imperfect Segmentation Labels: How Much Do They Matter? N. Heller Joshua Dean Nikolaos Papanikolopoulos 94 37 0 12 Jun 2018
Embedding Text in Hyperbolic Spaces Bhuwan Dhingra Christopher J. Shallue Mohammad Norouzi Andrew M. Dai George E. Dahl 107 146 0 12 Jun 2018
ATOMO: Communication-efficient Learning via Atomic Sparsification Hongyi Wang Scott Sievert Zachary B. Charles Shengchao Liu S. Wright Dimitris Papailiopoulos 110 356 0 11 Jun 2018
The Effect of Network Width on the Performance of Large-batch Training Lingjiao Chen Hongyi Wang Jinman Zhao Dimitris Papailiopoulos Paraschos Koutris 87 22 0 11 Jun 2018
Free-Form Image Inpainting with Gated Convolution Jiahui Yu Zhe Lin Jimei Yang Xiaohui Shen Xin Lu Thomas Huang DRL 121 1,727 0 10 Jun 2018
FMHash: Deep Hashing of In-Air-Handwriting for User Identification Duo Lu Dijiang Huang Anshul Rai 20 8 0 10 Jun 2018