Title
Generative Creativity: Adversarial Learning for Bionic Design Simiao Yu Hao Dong Pan Wang Chao Wu Yike Guo GAN 57 8 0 19 May 2018
Scanner: Efficient Video Analysis at Scale Alex Poms Will Crichton Pat Hanrahan Kayvon Fatahalian 68 57 0 18 May 2018
Low-Cost Recurrent Neural Network Expected Performance Evaluation Andrés Camero J. Toutouh Enrique Alba 61 20 0 18 May 2018
MOABB: Trustworthy algorithm benchmarking for BCIs V. Jayaram A. Barachant 67 180 0 16 May 2018
Lightweight Pyramid Networks for Image Deraining Xueyang Fu Borong Liang Yue Huang Xinghao Ding John Paisley 64 326 0 16 May 2018
Optimized Computation Offloading Performance in Virtual Edge Computing Systems via Deep Reinforcement Learning Xianfu Chen Honggang Zhang Celimuge Wu S. Mao Yusheng Ji Medhi Bennis OffRL 89 485 0 16 May 2018
Building Anatomically Realistic Jaw Kinematics Model from Data Wenwu Yang N. Marshak Daniel Sýkora Srikumar Ramalingam L. Kavan CVBM 29 12 0 15 May 2018
Gradient-Leaks: Understanding and Controlling Deanonymization in Federated Learning Tribhuvanesh Orekondy Seong Joon Oh Yang Zhang Bernt Schiele Mario Fritz PICV FedML 438 37 0 15 May 2018
2sRanking-CNN: A 2-stage ranking-CNN for diagnosis of glaucoma from fundus images using CAM-extracted ROI as an intermediate input Tae Joon Jun Dohyeun Kim Hoang Minh Nguyen Daeyoung Kim Y. Eom MedIm 27 7 0 15 May 2018
Confidence Scoring Using Whitebox Meta-models with Linear Classifier Probes Tongfei Chen Jirí Navrátil Vijay Iyengar Karthikeyan Shanmugam 56 44 0 14 May 2018
Hu-Fu: Hardware and Software Collaborative Attack Framework against Neural Networks Wenshuo Li Jincheng Yu Xuefei Ning Pengjun Wang Qi Wei Yu Wang Huazhong Yang AAML 93 63 0 14 May 2018
Towards scalable pattern-based optimization for dense linear algebra D. Berényi András Leitereg G. Lehel 15 4 0 11 May 2018
Unifying Data, Model and Hybrid Parallelism in Deep Learning via Tensor Tiling Minjie Wang Chien-chin Huang Jinyang Li FedML 56 25 0 10 May 2018
Detection of Paroxysmal Atrial Fibrillation using Attention-based Bidirectional Recurrent Neural Networks S. Shashikumar Amit J. Shah Gari D. Clifford S. Nemati 54 78 0 07 May 2018
Weakly-supervised Contextualization of Knowledge Graph Facts Nikos Voskarides Edgar Meij R. Reinanda Abhinav Khaitan M. Osborne Giorgio Stefanoni P. Kambadur Maarten de Rijke 44 22 0 07 May 2018
Predicting Race and Ethnicity From the Sequence of Characters in a Name Rajashekar Chintalapati Suriyan Laohaprapanon G. Sood 51 188 0 05 May 2018
Various Approaches to Aspect-based Sentiment Analysis Amlaan Bhoi Sandeep Joshi 31 18 0 05 May 2018
Motion Planning Among Dynamic, Decision-Making Agents with Deep Reinforcement Learning Michael Everett Yu Fan Chen Jonathan P. How 255 520 0 04 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
Deep Affect Prediction in-the-wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond D. Kollias Panagiotis Tzirakis M. Nicolaou A. Papaioannou Guoying Zhao Björn Schuller I. Kotsia Stefanos Zafeiriou CVBM 164 444 0 29 Apr 2018
A Nonparametric Ensemble Binary Classifier and its Statistical Properties Tanujit Chakraborty A. Chakraborty C. A. Murthy 53 18 0 29 Apr 2018
A Bimodal Learning Approach to Assist Multi-sensory Effects Synchronization R. Abreu J. Santos Eduardo Bezerra 28 8 0 28 Apr 2018
Adaptive pooling operators for weakly labeled sound event detection Brian McFee Justin Salamon J. P. Bello 106 148 0 26 Apr 2018
Profile-guided memory optimization for deep neural networks Taro Sekiyama T. Imamichi Haruki Imai Raymond H. Putra 97 22 0 26 Apr 2018
Driving Policy Transfer via Modularity and Abstraction Matthias Muller Alexey Dosovitskiy Guohao Li V. Koltun 102 225 0 25 Apr 2018
Developing a machine learning framework for estimating soil moisture with VNIR hyperspectral data S. Keller Felix M. Riese Johanna Stotzer P. Maier Stefan Hinz 18 15 0 24 Apr 2018
Parameter Transfer Unit for Deep Neural Networks Yinghua Zhang Yu Zhang Qiang Yang 61 22 0 23 Apr 2018
N-fold Superposition: Improving Neural Networks by Reducing the Noise in Feature Maps Yang Liu Qiang Qu Chao Gao 40 0 0 23 Apr 2018
Large Receptive Field Networks for High-Scale Image Super-Resolution George Seif D. Androutsos SupR 74 24 0 22 Apr 2018
Joint entity recognition and relation extraction as a multi-head selection problem Giannis Bekoulis Johannes Deleu Thomas Demeester Chris Develder 111 374 0 20 Apr 2018
Domain Adversarial for Acoustic Emotion Recognition Mohammed Abdelwahab Carlos Busso 104 156 0 20 Apr 2018
A Robot to Shape your Natural Plant: The Machine Learning Approach to Model and Control Bio-Hybrid Systems Mostafa Wahby M. K. Heinrich D. Hofstadler Payam Zahadat S. Risi P. Ayres T. Schmickl Heiko Hamann 22 13 0 18 Apr 2018
Deep Multimodal Subspace Clustering Networks Mahdi Abavisani Vishal M. Patel 84 166 0 17 Apr 2018
Deep Probabilistic Programming Languages: A Qualitative Study Guillaume Baudart Martin Hirzel Louis Mandel UQCV TPM 25 8 0 17 Apr 2018
A Comparison of Machine Learning Algorithms for the Surveillance of Autism Spectrum Disorder Scott H. Lee M. Maenner C. Heilig 44 25 0 17 Apr 2018
Rafiki: Machine Learning as an Analytics Service System Wei Wang Sheng Wang Jinyang Gao Meihui Zhang Gang Chen Teck Khim Ng Beng Chin Ooi 105 113 0 17 Apr 2018
BigDL: A Distributed Deep Learning Framework for Big Data J. Dai Yiheng Wang Xin Qiu Ding Ding Yao Zhang ... Bowen She Dongjie Shi Qiaoling Lu Kai-Qi Huang Guoqiong Song FedML MoE 52 101 0 16 Apr 2018
Particle-based pedestrian path prediction using LSTM-MDL models Ronny Hug S. Becker Wolfgang Hubner Michael Arens 119 32 0 16 Apr 2018
OmicsMapNet: Transforming omics data to take advantage of Deep Convolutional Neural Network for discovery Shiyong Ma Zhen Zhang 34 28 0 14 Apr 2018
Amobee at SemEval-2018 Task 1: GRU Neural Network with a CNN Attention Mechanism for Sentiment Classification A. Rozental Daniel Fleischer 39 30 0 12 Apr 2018
Benchmark data and method for real-time people counting in cluttered scenes using depth sensors Shijie Sun Naveed Akhtar Huansheng Song Chaoyang Zhang Jianxin Li Ajmal Mian 73 65 0 12 Apr 2018
Multi-scale Neural Networks for Retinal Blood Vessels Segmentation Boheng Zhang S. Huang Shaohan Hu MedIm 21 19 0 11 Apr 2018
Decoupled Novel Object Captioner Yuehua Wu Linchao Zhu Lu Jiang Yi Yang 91 63 0 11 Apr 2018
DeepMarks: A Digital Fingerprinting Framework for Deep Neural Networks Huili Chen B. Rouhani F. Koushanfar FedML 70 62 0 10 Apr 2018
PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition Mikaela Angelina Uy Gim Hee Lee 3DPC 3DV 114 553 0 10 Apr 2018
RSGAN: Face Swapping and Editing using Face and Hair Representation in Latent Spaces Ryota Natsume Tatsuya Yatagawa Shigeo Morishima GAN CVBM 67 168 0 10 Apr 2018
Graphical Generative Adversarial Networks Chongxuan Li Max Welling Jun Zhu Bo Zhang GAN 54 36 0 10 Apr 2018
QA4IE: A Question Answering based Framework for Information Extraction Lin Qiu Hao Zhou Yanru Qu Weinan Zhang Suoheng Li Shunlin Rong Dongyu Ru Lihua Qian Kewei Tu Yong Yu 73 19 0 10 Apr 2018
Understanding Humans in Crowded Scenes: Deep Nested Adversarial Learning and A New Benchmark for Multi-Human Parsing Jian-jun Zhao Jianshu Li Yu Cheng Li Zhou Terence Sim Shuicheng Yan Jiashi Feng 137 175 0 10 Apr 2018
Markerless tracking of user-defined features with deep learning Alexander Mathis Pranav Mamidanna Taiga Abe Kevin M. Cury V. Murthy Mackenzie W. Mathis Matthias Bethge 65 3,397 0 09 Apr 2018