Title
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 14 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 24 251 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 20 3 0 08 Oct 2018
Deep Model-Based 6D Pose Refinement in RGB Fabian Manhardt Wadim Kehl Nassir Navab Federico Tombari 3DH 13 167 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 13 50 0 06 Oct 2018
PPO-CMA: Proximal Policy Optimization with Covariance Matrix Adaptation Perttu Hämäläinen Amin Babadi Xiaoxiao Ma J. Lehtinen 19 61 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 24 165 0 05 Oct 2018
A Convergence Analysis of Gradient Descent for Deep Linear Neural Networks Sanjeev Arora Nadav Cohen Noah Golowich Wei Hu 16 280 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 20 635 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 18 7 0 03 Oct 2018
PromID: human promoter prediction by deep learning Ramzan Umarov Hiroyuki Kuwahara Yu-Hu Li Xin Gao Victor V. Solovyev HAI 14 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 14 320 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 19 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 11 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 16 48 0 24 Sep 2018
Learning to Read by Spelling: Towards Unsupervised Text Recognition Ankush Gupta Andrea Vedaldi Andrew Zisserman SSL 17 20 0 23 Sep 2018
Quantifying total uncertainty in physics-informed neural networks for solving forward and inverse stochastic problems Dongkun Zhang Lu Lu Ling Guo George Karniadakis UQCV 15 397 0 21 Sep 2018
Egocentric Vision-based Future Vehicle Localization for Intelligent Driving Assistance Systems Yu Yao Mingze Xu Chiho Choi David J. Crandall E. Atkins Behzad Dariush EgoV 31 116 0 19 Sep 2018
Labyrinth: Compiling Imperative Control Flow to Parallel Dataflows G. Gévay T. Rabl S. Breß Lorand Madai-Tahy Volker Markl AI4CE 11 5 0 18 Sep 2018
Powerful, transferable representations for molecules through intelligent task selection in deep multitask networks Clyde Fare Lukas Turcani Edward O. Pyzer-Knapp 22 13 0 17 Sep 2018
Real-Time Dense Mapping for Self-driving Vehicles using Fisheye Cameras Zhaopeng Cui Lionel Heng Y. Yeo Andreas Geiger Marc Pollefeys Torsten Sattler MDE 22 38 0 17 Sep 2018
Deterministic Implementations for Reproducibility in Deep Reinforcement Learning P. Nagarajan Garrett A. Warnell Peter Stone 10 51 0 15 Sep 2018
Auto-tuning Distributed Stream Processing Systems using Reinforcement Learning Luis M. Vaquero Félix Cuadrado OffRL 22 18 0 14 Sep 2018
Hardware-Aware Machine Learning: Modeling and Optimization Diana Marculescu Dimitrios Stamoulis E. Cai 13 45 0 14 Sep 2018
Adaptive Sampling Towards Fast Graph Representation Learning Wen-bing Huang Tong Zhang Yu Rong Junzhou Huang GNN 9 487 0 14 Sep 2018
Deep Learning-based Image Super-Resolution Considering Quantitative and Perceptual Quality Jun-Ho Choi Jun-Hyuk Kim Manri Cheon Jong-Seok Lee SupR 14 40 0 13 Sep 2018
EEG-based video identification using graph signal modeling and graph convolutional neural network Soobeom Jang Seong-Eun Moon Jong-Seok Lee 17 49 0 12 Sep 2018
Torchbearer: A Model Fitting Library for PyTorch Ethan Harris Matthew Painter Jonathon S. Hare FedML 14 3 0 10 Sep 2018
SECS: Efficient Deep Stream Processing via Class Skew Dichotomy Boyuan Feng Kun Wan Shu Yang Yufei Ding 28 4 0 07 Sep 2018
Adversarial Over-Sensitivity and Over-Stability Strategies for Dialogue Models Tong Niu Mohit Bansal AAML 21 85 0 06 Sep 2018
DeepHunter: Hunting Deep Neural Network Defects via Coverage-Guided Fuzzing Xiaofei Xie L. Ma Felix Juefei Xu Hongxu Chen Minhui Xue Bo-wen Li Yang Liu Jianjun Zhao Jianxiong Yin Simon See 32 40 0 04 Sep 2018
Improving the Expressiveness of Deep Learning Frameworks with Recursion Eunji Jeong Joo Seong Jeong Soojeong Kim Gyeong-In Yu Byung-Gon Chun 23 18 0 04 Sep 2018
Chest X-ray Inpainting with Deep Generative Models Ecem Sogancioglu Shi Hu Davide Belli Bram van Ginneken GAN MedIm 16 20 0 29 Aug 2018
Smoothed Dilated Convolutions for Improved Dense Prediction Zhengyang Wang Shuiwang Ji 27 160 0 27 Aug 2018
Attentive Sequence to Sequence Translation for Localizing Clips of Interest by Natural Language Descriptions Ke Ning Linchao Zhu Ming Cai Yi Yang Di Xie Fei Wu 13 2 0 27 Aug 2018
Data Motifs: A Lens Towards Fully Understanding Big Data and AI Workloads Wanling Gao Jianfeng Zhan Lei Wang Chunjie Luo Daoyi Zheng ... Chen Zheng Xu Wen Qiang Yang Haibin Wang Rui Ren 9 35 0 26 Aug 2018
Are You Tampering With My Data? Michele Alberti Vinaychandran Pondenkandath Marcel Würsch Manuel Bouillon Mathias Seuret Rolf Ingold Marcus Liwicki AAML 35 19 0 21 Aug 2018
Multi-Perspective Context Aggregation for Semi-supervised Cloze-style Reading Comprehension Liang Wang Sujian Li Wei-Ye Zhao Kewei Shen Meng Sun Ruoyu Jia Jingming Liu 20 7 0 20 Aug 2018
Cache Telepathy: Leveraging Shared Resource Attacks to Learn DNN Architectures Mengjia Yan Christopher W. Fletcher Josep Torrellas MIACV FedML 15 244 0 14 Aug 2018
Multimodal Deep Neural Networks using Both Engineered and Learned Representations for Biodegradability Prediction Garrett B. Goh Khushmeen Sakloth Charles Siegel Abhinav Vishnu J. Pfaendtner HAI 25 11 0 13 Aug 2018
A Domain Guided CNN Architecture for Predicting Age from Structural Brain Images Pascal Sturmfels S. Rutherford Mike Angstadt Mark Peterson Chandra S. Sripada Jenna Wiens MedIm 17 23 0 11 Aug 2018
Automatically designing CNN architectures using genetic algorithm for image classification Y. Sun Bing Xue Mengjie Zhang Gary G. Yen 3DV 19 603 0 11 Aug 2018
Neural Machine Translation Inspired Binary Code Similarity Comparison beyond Function Pairs F. Zuo Xiaopeng Li Patrick Young Lannan Luo Qiang Zeng Zhexin Zhang 19 224 0 08 Aug 2018
Parallax: Sparsity-aware Data Parallel Training of Deep Neural Networks Soojeong Kim Gyeong-In Yu Hojin Park Sungwoo Cho Eunji Jeong Hyeonmin Ha Sanha Lee Joo Seong Jeong Byung-Gon Chun 15 73 0 08 Aug 2018
Dynamic Temporal Pyramid Network: A Closer Look at Multi-Scale Modeling for Activity Detection Da Zhang Xiyang Dai Yuan-fang Wang 19 41 0 07 Aug 2018
Deep convolutional recurrent autoencoders for learning low-dimensional feature dynamics of fluid systems F. J. Gonzalez Maciej Balajewicz AI4CE 17 138 0 03 Aug 2018