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• Maximum-Variance Total Variation Denoising for Interpretable Spatial Smoothing

  Wesley Tansey, Jesse Thomason, James Scott

  2018-04-26

• Link Prediction With Personalized Social Influence

  Zepeng Huo, Xiao Huang, Xia Hu

  2018-04-26

• DeepHeart: Semi-Supervised Sequence Learning for Cardiovascular Risk Prediction

  Brandon Ballinger, Johnson Hsieh, Avesh Singh, Nimit Sohoni, Jack Wang, Geoffrey Tison, Gregory Marcus, Jose Sanchez, Carol Maguire, Jeffrey Olgin, Mark Pletcher

  2018-04-26

• Semi-Supervised Biomedical Translation With Cycle Wasserstein Regression GANs

  Matthew McDermott, Tom Yan, Tristan Naumann, Nathan Hunt, Harini Suresh, Peter Szolovits, Marzyeh Ghassemi

  2018-04-26

• AJILE Movement Prediction: Multimodal Deep Learning for Natural Human Neural Recordings and Video

  Nancy Wang, Ali Farhadi, Rajesh Rao, Bingni Brunton

  2018-04-26

• A Combinatorial-Bandit Algorithm for the Online Joint Bid/Budget Optimization of Pay-per-Click Advertising Campaigns

  Alessandro Nuara, Francesco Trovò, Nicola Gatti, Marcello Restelli

  2018-04-26

• Feature Enhancement Network: A Refined Scene Text Detector

  Sheng Zhang, Yuliang Liu, Lianwen Jin, Canjie Luo

  2018-04-26

• Adversarial Zero-shot Learning With Semantic Augmentation

  Bin Tong, Martin Klinkigt, Junwen Chen, Xiankun Cui, Quan Kong, Tomokazu Murakami, Yoshiyuki Kobayashi

  2018-04-26

• Distance-Aware DAG Embedding for Proximity Search on Heterogeneous Graphs

  Zemin Liu, Vincent Zheng, Zhou Zhao, Fanwei Zhu, Kevin Chang, Minghui Wu, Jing Ying

  2018-04-26

• Collaborative Filtering With User-Item Co-Autoregressive Models

  Chao Du, Chongxuan Li, Yin Zheng, Jun Zhu, Bo Zhang

  2018-04-26

• Task-Aware Compressed Sensing With Generative Adversarial Networks

  Maya Kabkab, Pouya Samangouei, Rama Chellappa

  2018-04-26

• Modeling Scientific Influence for Research Trending Topic Prediction

  Chengyao Chen, Zhitao Wang, Wenjie Li, Xu Sun

  2018-04-26

• Hierarchical Video Generation From Orthogonal Information: Optical Flow and Texture

  Katsunori Ohnishi, Shohei Yamamoto, Yoshitaka Ushiku, Tatsuya Harada

  2018-04-26

• Modeling Temporal Tonal Relations in Polyphonic Music Through Deep Networks With a Novel Image-Based Representation

  Ching-Hua Chuan, Dorien Herremans

  2018-04-26

• Modeling Attention and Memory for Auditory Selection in a Cocktail Party Environment

  Jiaming Xu, Jing Shi, Guangcan Liu, Xiuyi Chen, Bo Xu

  2018-04-26

• Nonlocal Patch Based t-SVD for Image Inpainting: Algorithm and Error Analysis

  Liangchen Song, Bo Du, Lefei Zhang, Liangpei Zhang, Jia Wu, Xuelong Li

  2018-04-26

• When Will You Arrive? Estimating Travel Time Based on Deep Neural Networks

  Dong Wang, Junbo Zhang, Wei Cao, Jian Li, Yu Zheng

  2018-04-26

• DeepRebirth: Accelerating Deep Neural Network Execution on Mobile Devices

  Dawei Li, Xiaolong Wang, Deguang Kong

  2018-04-26

• Differential Performance Debugging With Discriminant Regression Trees

  Saeid Tizpaz-Niari, Pavol Cerny, Bor-Yuh Evan Chang, Ashutosh Trivedi

  2018-04-26

• Learning User Preferences to Incentivize Exploration in the Sharing Economy

  Christoph Hirnschall, Adish Singla, Sebastian Tschiatschek, Andreas Krause

  2018-04-26

• Sequence-to-Point Learning With Neural Networks for Non-Intrusive Load Monitoring

  Chaoyun Zhang, Mingjun Zhong, Zongzuo Wang, Nigel Goddard, Charles Sutton

  2018-04-26

• GraphGAN: Graph Representation Learning With Generative Adversarial Nets

  Hongwei Wang, Jia Wang, Jialin Wang, Miao Zhao, Weinan Zhang, Fuzheng Zhang, Xing Xie, Minyi Guo

  2018-04-26

• A Neural Attention Model for Urban Air Quality Inference: Learning the Weights of Monitoring Stations

  Weiyu Cheng, Yanyan Shen, Yanmin Zhu, Linpeng Huang

  2018-04-26

• Mesh-Based Autoencoders for Localized Deformation Component Analysis

  Qingyang Tan, Lin Gao, Yu-Kun Lai, Jie Yang, Shihong Xia

  2018-04-26

• Compressed Sensing MRI Using a Recursive Dilated Network

  Liyan Sun, Zhiwen Fan, Yue Huang, Xinghao Ding, John Paisley

  2018-04-26