Title
Automatic Dataset Annotation to Learn CNN Pore Description for Fingerprint Recognition Gabriel Dahia Maurício Pamplona Segundo CVBM 45 5 0 26 Sep 2018
Relay: A New IR for Machine Learning Frameworks Jared Roesch Steven Lyubomirsky Logan Weber Josh Pollock Marisa Kirisame Tianqi Chen Zachary Tatlock 71 107 0 26 Sep 2018
Co-Creative Level Design via Machine Learning Matthew J. Guzdial N. Liao Mark O. Riedl 3DV AI4CE 72 64 0 25 Sep 2018
Explainable PCGML via Game Design Patterns Matthew J. Guzdial Josh Reno Jonathan Chen Gillian Smith Mark O. Riedl 80 33 0 25 Sep 2018
Towards Automated Post-Earthquake Inspections with Deep Learning-based Condition-Aware Models Vedhus Hoskere Y. Narazaki T. Hoang B. Spencer 36 49 0 24 Sep 2018
From Audio to Semantics: Approaches to end-to-end spoken language understanding Parisa Haghani A. Narayanan M. Bacchiani Galen Chuang Neeraj Gaur Pedro J. Moreno Rohit Prabhavalkar Zhongdi Qu Austin Waters 63 152 0 24 Sep 2018
Sparse-to-Continuous: Enhancing Monocular Depth Estimation using Occupancy Maps N. D. S. Rosa Vitor Campagnolo Guizilini V. Grassi MDE 3DV 42 19 0 24 Sep 2018
Learning to Read by Spelling: Towards Unsupervised Text Recognition Ankush Gupta Andrea Vedaldi Andrew Zisserman SSL 95 22 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 124 414 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 68 118 0 19 Sep 2018
InfoSSM: Interpretable Unsupervised Learning of Nonparametric State-Space Model for Multi-modal Dynamics Young-Jin Park Han-Lim Choi 32 0 0 19 Sep 2018
Language Identification with Deep Bottleneck Features Zhanyu Ma Hong Yu 22 5 0 18 Sep 2018
Labyrinth: Compiling Imperative Control Flow to Parallel Dataflows G. Gévay T. Rabl S. Breß Lorand Madai-Tahy Volker Markl AI4CE 20 5 0 18 Sep 2018
Albumentations: fast and flexible image augmentations A. Buslaev Alex Parinov Eugene Khvedchenya V. Iglovikov Alexandr A Kalinin 216 2,011 0 18 Sep 2018
U-Net for MAV-based Penstock Inspection: an Investigation of Focal Loss in Multi-class Segmentation for Corrosion Identification Ty Nguyen Tolga Özaslan Ian D. Miller J. Keller Giuseppe Loianno Camillo J Taylor Daniel D. Lee Vijay Kumar Joseph H. Harwood J. Wozencraft 59 16 0 18 Sep 2018
Towards Deep and Representation Learning for Talent Search at LinkedIn R. Ramanath Hakan Inan Gungor Polatkan Bo Hu Qi Guo C. Ozcaglar Xianren Wu K. Kenthapadi S. Geyik 60 66 0 17 Sep 2018
Powerful, transferable representations for molecules through intelligent task selection in deep multitask networks Clyde Fare Lukas Turcani Edward O. Pyzer-Knapp 50 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 96 38 0 17 Sep 2018
DeepDrum: An Adaptive Conditional Neural Network D. Makris Maximos A. Kaliakatsos-Papakostas Katia Lida Kermanidis MGen 51 7 0 17 Sep 2018
GANVO: Unsupervised Deep Monocular Visual Odometry and Depth Estimation with Generative Adversarial Networks Yasin Almalioglu Muhamad Risqi U. Saputra Pedro Porto Buarque de Gusmão Andrew Markham A. Trigoni GAN MDE 109 146 0 16 Sep 2018
Analysis of Risk Factor Domains in Psychosis Patient Health Records E. Holderness Nicholas Miller P. Cawkwell Kirsten Bolton James Pustejovsky M. Meteer M. Hall 22 13 0 15 Sep 2018
Deterministic Implementations for Reproducibility in Deep Reinforcement Learning P. Nagarajan Garrett A. Warnell Peter Stone 87 51 0 15 Sep 2018
OffsetNet: Deep Learning for Localization in the Lung using Rendered Images Jake Sganga David Eng C. Graetzel David B. Camarillo MedIm 41 34 0 15 Sep 2018
Auto-tuning Distributed Stream Processing Systems using Reinforcement Learning Luis M. Vaquero Félix Cuadrado OffRL 43 18 0 14 Sep 2018
Hardware-Aware Machine Learning: Modeling and Optimization Diana Marculescu Dimitrios Stamoulis E. Cai 67 45 0 14 Sep 2018
Adaptive Sampling Towards Fast Graph Representation Learning Wen-bing Huang Tong Zhang Yu Rong Junzhou Huang GNN 100 493 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 49 40 0 13 Sep 2018
Unsupervised Representation Learning of Speech for Dialect Identification Suwon Shon Wei-Ning Hsu James R. Glass 43 13 0 12 Sep 2018
EEG-based video identification using graph signal modeling and graph convolutional neural network Soobeom Jang Seong-Eun Moon Jong-Seok Lee 59 49 0 12 Sep 2018
JigsawNet: Shredded Image Reassembly using Convolutional Neural Network and Loop-based Composition Canyu Le Xin Li 47 32 0 11 Sep 2018
Neural-Augmented Static Analysis of Android Communication Jinman Zhao Aws Albarghouthi Vaibhav Rastogi S. Jha Damien Octeau HAI 61 21 0 11 Sep 2018
DeepProteomics: Protein family classification using Shallow and Deep Networks Anu Vazhayil R. Vinayakumar Kp Soman 55 12 0 11 Sep 2018
Unsupervised Stylish Image Description Generation via Domain Layer Norm Cheng Kuan Chen Zhufeng Pan Min Sun Ming-Yuan Liu 69 29 0 11 Sep 2018
Explicit Utilization of General Knowledge in Machine Reading Comprehension Chao Wang Hui Jiang 57 4 0 10 Sep 2018
Torchbearer: A Model Fitting Library for PyTorch Ethan Harris Matthew Painter Jonathon S. Hare FedML 40 3 0 10 Sep 2018
Automated Strabismus Detection for Telemedicine Applications Jiewei Lu Zhun Fan C. Zheng Jingan Feng Longtao Huang Wenji Li E. Goodman 50 18 0 09 Sep 2018
Exploiting Edge Features in Graph Neural Networks Liyu Gong Qiang Cheng GNN 68 21 0 07 Sep 2018
Optimizing CNN Model Inference on CPUs Yizhi Liu Yao Wang Ruofei Yu Mu Li Vin Sharma Yida Wang 66 156 0 07 Sep 2018
SECS: Efficient Deep Stream Processing via Class Skew Dichotomy Boyuan Feng Kun Wan Shu Yang Yufei Ding 91 4 0 07 Sep 2018
Adversarial Over-Sensitivity and Over-Stability Strategies for Dialogue Models Tong Niu Joey Tianyi Zhou AAML 96 85 0 06 Sep 2018
DeepHunter: Hunting Deep Neural Network Defects via Coverage-Guided Fuzzing Xiaofei Xie Lei Ma Felix Juefei Xu Hongxu Chen Minhui Xue Yue Liu Yang Liu Jianjun Zhao Jianxiong Yin Simon See 116 41 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 55 18 0 04 Sep 2018
HASP: A High-Performance Adaptive Mobile Security Enhancement Against Malicious Speech Recognition Zirui Xu Fuxun Yu Chenchen Liu Xiang Chen 30 3 0 04 Sep 2018
Detail Preserving Depth Estimation from a Single Image Using Attention Guided Networks Zhixiang Hao Yu Li Shaodi You Feng Lu MDE 132 88 0 03 Sep 2018
Crowdsourcing Semantic Label Propagation in Relation Classification Anca Dumitrache Lora Aroyo Chris Welty 44 9 0 03 Sep 2018
Cold-start recommendations in Collective Matrix Factorization David Cortes VLM LRM 44 21 0 02 Sep 2018
Identifying Land Patterns from Satellite Imagery in Amazon Rainforest using Deep Learning Somnath Rakshit Soumyadeep Debnath Dhiman Mondal 13 12 0 02 Sep 2018
Look Across Elapse: Disentangled Representation Learning and Photorealistic Cross-Age Face Synthesis for Age-Invariant Face Recognition Jian-jun Zhao Yu Cheng Yi Cheng Yang Yang Haochong Lan ... Shengmei Shen Junliang Xing Hengzhu Liu Shuicheng Yan Jiashi Feng OOD CVBM 129 90 0 02 Sep 2018
An Adaptive Locally Connected Neuron Model: Focusing Neuron F. Boray Tek 38 6 0 31 Aug 2018
Learning to adapt: a meta-learning approach for speaker adaptation Ondˇrej Klejch Joachim Fainberg P. Bell 55 31 0 30 Aug 2018