Title
Deep Model Predictive Control with Online Learning for Complex Physical Systems Katharina Bieker Sebastian Peitz Steven L. Brunton J. Nathan Kutz M. Dellnitz AI4CE PINN 51 36 0 24 May 2019
Not All Features Are Equal: Feature Leveling Deep Neural Networks for Better Interpretation Yingjing Lu Runde Yang MILM 48 2 0 24 May 2019
Robust Attribution Regularization Jiefeng Chen Xi Wu Vaibhav Rastogi Yingyu Liang S. Jha OOD 59 83 0 23 May 2019
Accelerating Physics-Based Simulations Using Neural Network Proxies: An Application in Oil Reservoir Modeling Jirí Navrátil Alan King Jesus Rios Georgios Kollias R. Torrado Andrés Codas AI4CE 45 32 0 23 May 2019
Multi-Service Mobile Traffic Forecasting via Convolutional Long Short-Term Memories Chaoyun Zhang M. Fiore P. Patras AI4TS 76 31 0 23 May 2019
Tucker Decomposition Network: Expressive Power and Comparison Ye Liu Junjun Pan Michael K. Ng 31 1 0 23 May 2019
A Direct Approach to Robust Deep Learning Using Adversarial Networks Huaxia Wang Chun-Nam Yu GAN AAML OOD 76 77 0 23 May 2019
Augmenting Data with Mixup for Sentence Classification: An Empirical Study Hongyu Guo Yongyi Mao Richong Zhang 83 237 0 22 May 2019
Sampling from Stochastic Finite Automata with Applications to CTC Decoding Martin Jansche Alexander Gutkin 35 2 0 21 May 2019
Task Decomposition and Synchronization for Semantic Biomedical Image Segmentation Xuhua Ren Lichi Zhang Sahar Ahmad Dong Nie Fan Yang L. Xiang Qian Wang Dinggang Shen 93 26 0 21 May 2019
Unsupervised Linear and Nonlinear Channel Equalization and Decoding using Variational Autoencoders Avi Caciularu D. Burshtein 71 50 0 21 May 2019
Maximum Entropy-Regularized Multi-Goal Reinforcement Learning Rui Zhao Xudong Sun Volker Tresp 67 83 0 21 May 2019
Towards Neural Decompilation O. Katz Yuval Olshaker Yoav Goldberg Eran Yahav 76 44 0 20 May 2019
Custom Execution Environments with Containers in Pegasus-enabled Scientific Workflows K. Vahi M. Rynge George Papadimitriou Duncan A. Brown Rajiv Mayani Rafael Ferreira da Silva Ewa Deelman A. Mandal Eric J. Lyons M. Zink 32 9 0 20 May 2019
Decoding the Rejuvenating Effects of Mechanical Loading on Skeletal Maturation using in Vivo Imaging and Deep Learning Pouyan Asgharzadeh Oliver Röhrle B. Willie A. Birkhold AI4CE 16 8 0 20 May 2019
Semi-Supervised Monocular Depth Estimation with Left-Right Consistency Using Deep Neural Network A. Amiri S. Loo Kuanqi Cai MDE 74 56 0 18 May 2019
Adaptively Truncating Backpropagation Through Time to Control Gradient Bias Christopher Aicher N. Foti E. Fox MQ 68 32 0 17 May 2019
Spectral Metric for Dataset Complexity Assessment Frederic Branchaud-Charron Andrew Achkar Pierre-Marc Jodoin 52 28 0 17 May 2019
Sliced Score Matching: A Scalable Approach to Density and Score Estimation Yang Song Sahaj Garg Jiaxin Shi Stefano Ermon 171 419 0 17 May 2019
PoreNet: CNN-based Pore Descriptor for High-resolution Fingerprint Recognition V. Anand Vivek Kanhangad 35 37 0 16 May 2019
Learning to Regress 3D Face Shape and Expression from an Image without 3D Supervision Soubhik Sanyal Timo Bolkart Haiwen Feng Michael J. Black 3DH CVBM 63 291 0 16 May 2019
Additive Adversarial Learning for Unbiased Authentication Jian Liang Yuren Cao Chenbin Zhang Shiyu Chang Kun Bai Zenglin Xu 138 24 0 16 May 2019
TRk-CNN: Transferable Ranking-CNN for image classification of glaucoma, glaucoma suspect, and normal eyes Tae Joon Jun Y. Eom Dohyeun Kim Cherry Kim Ji-Hye Park Hoang Minh Nguyen Daeyoung Kim MedIm 37 28 0 16 May 2019
Selection Bias Explorations and Debias Methods for Natural Language Sentence Matching Datasets Guanhua Zhang Bing Bai Jian Liang Kun Bai Shiyu Chang Mo Yu Conghui Zhu Tiejun Zhao 79 27 0 15 May 2019
DoubleSqueeze: Parallel Stochastic Gradient Descent with Double-Pass Error-Compensated Compression Hanlin Tang Xiangru Lian Chen Yu Tong Zhang Ji Liu 107 219 0 15 May 2019
Unsupervised Depth Completion from Visual Inertial Odometry A. Wong Xiaohan Fei Stephanie Tsuei Stefano Soatto MDE SSL 72 128 0 15 May 2019
LGM-Net: Learning to Generate Matching Networks for Few-Shot Learning Huaiyu Li Weiming Dong Xing Mei Chongyang Ma Feiyue Huang Bao-Gang Hu OffRL 74 98 0 15 May 2019
Approximating the Ideal Observer and Hotelling Observer for binary signal detection tasks by use of supervised learning methods Weimin Zhou Hua Li M. Anastasio 52 67 0 15 May 2019
Learning to Groove with Inverse Sequence Transformations Jon Gillick Adam Roberts Jesse Engel Douglas Eck David Bamman SLR BDL 77 81 0 14 May 2019
Machine Learning at Microsoft with ML .NET Zeeshan Ahmed Saeed Amizadeh Mikhail Bilenko Rogan Carr Wei-Sheng Chin ... Sarthak Shah Mohammad Zeeshan Siddiqui Markus Weimer S. Zahirazami Yiwen Zhu AI4CE 84 71 0 14 May 2019
Hierarchically Structured Meta-learning Huaxiu Yao Ying Wei Junzhou Huang Z. Li 78 205 0 13 May 2019
Enforcing Statistical Constraints in Generative Adversarial Networks for Modeling Chaotic Dynamical Systems Jin-Long Wu K. Kashinath A. Albert D. Chirila P. Prabhat Heng Xiao AI4CE 66 134 0 13 May 2019
Machine learning in cardiovascular flows modeling: Predicting arterial blood pressure from non-invasive 4D flow MRI data using physics-informed neural networks Georgios Kissas Yibo Yang E. Hwuang W. Witschey John A. Detre P. Perdikaris AI4CE 139 381 0 13 May 2019
The relational processing limits of classic and contemporary neural network models of language processing Guillermo Puebla Andrea E. Martin L. Doumas 54 10 0 12 May 2019
Triplet Distillation for Deep Face Recognition Yushu Feng Huan Wang Daniel T. Yi Roland Hu CVBM 61 45 0 11 May 2019
Language Modeling with Deep Transformers Kazuki Irie Albert Zeyer Ralf Schluter Hermann Ney KELM 104 176 0 10 May 2019
Priority-based Parameter Propagation for Distributed DNN Training Anand Jayarajan Jinliang Wei Garth A. Gibson Alexandra Fedorova Gennady Pekhimenko AI4CE 65 182 0 10 May 2019
DEMC: A Deep Dual-Encoder Network for Denoising Monte Carlo Rendering Xin Yang Wenbo Hu Dawei Wang Lijing Zhao Baocai Yin Qiang Zhang Xiaopeng Wei Hongbo Fu 28 18 0 10 May 2019
Beta Survival Models David Hubbard Benoît Rostykus Yves Raimond Tony Jebara 21 7 0 09 May 2019
DistillHash: Unsupervised Deep Hashing by Distilling Data Pairs Erkun Yang Tongliang Liu Cheng Deng Wei Liu Dacheng Tao FedML 73 144 0 09 May 2019
Unsupervised Domain Adaptation using Generative Adversarial Networks for Semantic Segmentation of Aerial Images Bilel Benjdira Y. Bazi Anis Koubaa K. Ouni 45 193 0 08 May 2019
AI Enabling Technologies: A Survey V. Gadepally Justin A. Goodwin J. Kepner Albert Reuther Hayley Reynolds S. Samsi Jonathan Su David Martinez 46 25 0 08 May 2019
LiStereo: Generate Dense Depth Maps from LIDAR and Stereo Imagery Junming Zhang M. Ramanagopal Ram Vasudevan Matthew Johnson-Roberson 3DV 72 31 0 07 May 2019
Learning Unsupervised Multi-View Stereopsis via Robust Photometric Consistency Tejas Khot Shubham Agrawal Shubham Tulsiani Christoph Mertz Simon Lucey M. Hebert 3DV 93 82 0 07 May 2019
Knowing The What But Not The Where in Bayesian Optimization Vu Nguyen Michael A. Osborne 108 38 0 07 May 2019
Learning Causality: Synthesis of Large-Scale Causal Networks from High-Dimensional Time Series Data Mark-Oliver Stehr P. Avar Andrew R. Korte Lida Parvin Ziad J. Sahab ... Brian M. Davis Christine A. Morton Christopher J. Sevinsky M. Zavodszky A. Vertes AI4TS CML 36 5 0 06 May 2019
A Geometric Approach to Obtain a Bird's Eye View from an Image A. Abbas Andrew Zisserman 79 74 0 06 May 2019
Parsl: Pervasive Parallel Programming in Python Y. Babuji A. Woodard Zhuozhao Li Daniel S. Katz Ben Clifford ... Ryan Chard Justin M. Wozniak Ian Foster Michael Wilde Kyle Chard MoE 73 253 0 06 May 2019
Lynceus: Cost-efficient Tuning and Provisioning of Data Analytic Jobs Maria Casimiro Diego Didona Paolo Romano L. Rodrigues Willy Zwanepoel David Garlan 48 21 0 06 May 2019
An embarrassingly simple approach to neural multiple instance classification Amina Asif F. Minhas 28 14 0 06 May 2019