Title
Geometry-constrained Car Recognition Using a 3D Perspective Network Rui Zeng Z. Ge Simon Denman Sridha Sridharan Clinton Fookes 3DPC 57 9 0 19 Mar 2019
A RAD approach to deep mixture models Laurent Dinh Jascha Narain Sohl-Dickstein Hugo Larochelle Razvan Pascanu 95 46 0 18 Mar 2019
Deep Fundamental Factor Models M. Dixon Nicholas G. Polson 80 9 0 18 Mar 2019
Software-defined Design Space Exploration for an Efficient DNN Accelerator Architecture Y. Yu Yingmin Li Shuai Che N. Jha Weifeng Zhang 47 22 0 18 Mar 2019
LYRICS: a General Interface Layer to Integrate Logic Inference and Deep Learning G. Marra Francesco Giannini Michelangelo Diligenti Marco Gori AI4CE 75 11 0 18 Mar 2019
PZnet: Efficient 3D ConvNet Inference on Manycore CPUs S. Popovych Davit Buniatyan A. Zlateski Kai Li H. S. Seung 35 8 0 18 Mar 2019
Bilateral Cyclic Constraint and Adaptive Regularization for Unsupervised Monocular Depth Prediction A. Wong Byung-Woo Hong Stefano Soatto MDE 110 90 0 18 Mar 2019
GEE: A Gradient-based Explainable Variational Autoencoder for Network Anomaly Detection Q. Nguyen Kar Wai Lim D. Divakaran K. H. Low M. Chan DRL 70 137 0 15 Mar 2019
Pose Graph Optimization for Unsupervised Monocular Visual Odometry Yang Li Yoshitaka Ushiku Tatsuya Harada 3DH 70 62 0 15 Mar 2019
Deep Distribution Regression Rui-Bing Li H. Bondell Brian J. Reich UQCV 78 33 0 14 Mar 2019
Recurrence is required to capture the representational dynamics of the human visual system Tim C Kietzmann Courtney J. Spoerer Lynn K. A. Sörensen Radoslaw Martin Cichy O. Hauk N. Kriegeskorte 69 343 0 14 Mar 2019
Augment-Reinforce-Merge Policy Gradient for Binary Stochastic Policy Yunhao Tang Mingzhang Yin Mingyuan Zhou 21 0 0 13 Mar 2019
Forecasting Spatio-Temporal Renewable Scenarios: a Deep Generative Approach Congmei Jiang Yize Chen Yongfang Mao Yi Chai Mingbiao Yu 41 7 0 13 Mar 2019
Big Data Goes Small: Real-Time Spectrum-Driven Embedded Wireless Networking Through Deep Learning in the RF Loop Francesco Restuccia Tommaso Melodia 33 45 0 12 Mar 2019
Open-Set Recognition Using Intra-Class Splitting Patrick Schlachter Yiwen Liao Bin Yang BDL MQ VLM 60 32 0 12 Mar 2019
Guiding High-Performance SAT Solvers with Unsat-Core Predictions Daniel Selsam Nikolaj S. Bjørner NAI 112 122 0 12 Mar 2019
TensorFlow Doing HPC Steven W. D. Chien Stefano Markidis V. Olshevsky Yaroslav Bulatov Erwin Laure Jeffrey S. Vetter 51 15 0 11 Mar 2019
An Innovative Word Encoding Method For Text Classification Using Convolutional Neural Network Amr Adel Helmy Yasser M. K. Omar R. Hodhod 28 8 0 11 Mar 2019
Orthogonal Estimation of Wasserstein Distances Mark Rowland Jiri Hron Yunhao Tang K. Choromanski Tamás Sarlós Adrian Weller 98 43 0 09 Mar 2019
Fast Deep Stereo with 2D Convolutional Processing of Cost Signatures K. Yee Ayan Chakrabarti 3DPC 3DV 55 33 0 08 Mar 2019
Transfer Learning Using Ensemble Neural Networks for Organic Solar Cell Screening Arindam Paul Dipendra Jha Reda Al-Bahrani W. Liao A. Choudhary Ankit Agrawal 30 20 0 07 Mar 2019
Deep Random Splines for Point Process Intensity Estimation of Neural Population Data Gabriel Loaiza-Ganem Sean M. Perkins Karen E. Schroeder Mark M. Churchland John P. Cunningham 3DPC 94 14 0 06 Mar 2019
Combining Optimal Control and Learning for Visual Navigation in Novel Environments Somil Bansal Varun Tolani Saurabh Gupta Jitendra Malik Claire Tomlin 86 164 0 06 Mar 2019
SpykeTorch: Efficient Simulation of Convolutional Spiking Neural Networks with at most one Spike per Neuron Milad Mozafari M. Ganjtabesh A. Nowzari-Dalini T. Masquelier 82 100 0 06 Mar 2019
Deep Learning in Medical Image Registration: A Survey Grant Haskins Uwe Krüger Pingkun Yan MedIm 115 599 0 05 Mar 2019
3D Graph Convolutional Networks with Temporal Graphs: A Spatial Information Free Framework For Traffic Forecasting Ting Yu Mengzhang Li Jiyong Zhang Zhanxing Zhu AI4TS GNN 64 48 0 03 Mar 2019
GraphVite: A High-Performance CPU-GPU Hybrid System for Node Embedding Zhaocheng Zhu Shizhen Xu Meng Qu Jian Tang GNN 117 114 0 02 Mar 2019
Wasserstein Distance based Deep Adversarial Transfer Learning for Intelligent Fault Diagnosis Cheng Cheng Beitong Zhou Guijun Ma Dongrui Wu Ye Yuan OOD MedIm 80 231 0 02 Mar 2019
Speeding up Deep Learning with Transient Servers Shijian Li R. Walls Lijie Xu Tian Guo 54 12 0 28 Feb 2019
Deep learning in bioinformatics: introduction, application, and perspective in big data era Yu Li Chao Huang Lizhong Ding Zhongxiao Li Yijie Pan Xin Gao AI4CE 99 302 0 28 Feb 2019
Stateful Dataflow Multigraphs: A Data-Centric Model for Performance Portability on Heterogeneous Architectures Tal Ben-Nun Johannes de Fine Licht A. Ziogas Timo Schneider Torsten Hoefler 105 104 0 27 Feb 2019
TensorFlow Eager: A Multi-Stage, Python-Embedded DSL for Machine Learning Akshay Agrawal A. Modi Alexandre Passos Allen Lavoie Ashish Agarwal ... Igor Ganichev J. Levenberg Mingsheng Hong R. Monga Shanqing Cai 90 79 0 27 Feb 2019
Diagnosis of Alzheimer's Disease via Multi-modality 3D Convolutional Neural Network Yechong Huang Jiahang Xu Lihao Liu Tong Tong Xiahai Zhuang the Alzheimer's Disease Neuroimaging Initiative MedIm 71 216 0 26 Feb 2019
Disentangled Representation Learning for 3D Face Shape Zi-Hang Jiang Qianyi Wu Keyu Chen Juyong Zhang DRL 3DH CoGe CVBM 44 110 0 26 Feb 2019
Context Vectors are Reflections of Word Vectors in Half the Dimensions Z. Assylbekov Rustem Takhanov 28 10 0 26 Feb 2019
Functional Transparency for Structured Data: a Game-Theoretic Approach Guang-He Lee Wengong Jin David Alvarez-Melis Tommi Jaakkola 75 19 0 26 Feb 2019
TraVeLGAN: Image-to-image Translation by Transformation Vector Learning Matthew Amodio Smita Krishnaswamy GAN 124 108 0 25 Feb 2019
A detailed comparative study of open source deep learning frameworks Ghadeer Al-Bdour Raffi Al-Qurran M. Al-Ayyoub A. Shatnawi ELM 54 13 0 25 Feb 2019
Beyond Photometric Loss for Self-Supervised Ego-Motion Estimation Tianwei Shen Zixin Luo Lei Zhou Hanyu Deng Runze Zhang Tian Fang Long Quan MDE 82 75 0 25 Feb 2019
A visual encoding model based on deep neural networks and transfer learning Chi Zhang Kai Qiao Linyuan Wang Li Tong Guoen Hu Ruyuan Zhang Bin Yan MedIm 36 30 0 23 Feb 2019
Enhancing Clinical Concept Extraction with Contextual Embeddings Yuqi Si Jingqi Wang Hua Xu Kirk Roberts AI4MH 106 292 0 22 Feb 2019
Towards Neural Mixture Recommender for Long Range Dependent User Sequences Jiaxi Tang Francois Belletti Sagar Jain Minmin Chen Alex Beutel Can Xu Ed H. Chi 64 92 0 22 Feb 2019
Capsule Neural Networks for Graph Classification using Explicit Tensorial Graph Representations Marcelo Daniel Gutierrez Mallea Peter Meltzer Peter J Bentley GNN 51 21 0 22 Feb 2019
Towards Real-time Eyeblink Detection in The Wild:Dataset,Theory and Practices Guilei Hu Yang Xiao Zhiguo Cao Lubin Meng Zhiwen Fang Qiufeng Wang Junsong Yuan 33 30 0 21 Feb 2019
Adversarial Augmentation for Enhancing Classification of Mammography Images Lukás Jendele Ondrej Skopek Anton S. Becker E. Konukoglu MedIm GAN 109 5 0 20 Feb 2019
TomoGAN: Low-Dose Synchrotron X-Ray Tomography with Generative Adversarial Networks Zhengchun Liu Tekin Bicer R. Kettimuthu D. Gursoy F. Carlo Ian Foster MedIm GAN 135 96 0 20 Feb 2019
XONN: XNOR-based Oblivious Deep Neural Network Inference M. Riazi Mohammad Samragh Hao Chen Kim Laine Kristin E. Lauter F. Koushanfar FedML GNN BDL 105 282 0 19 Feb 2019
BusyHands: A Hand-Tool Interaction Database for Assembly Tasks Semantic Segmentation Roy Shilkrot Zhi Chai Minh Hoai 52 2 0 19 Feb 2019
Low-Latency Deep Clustering For Speech Separation Shanshan Wang Gaurav Naithani Tuomas Virtanen 49 15 0 19 Feb 2019
Optimizing Network Performance for Distributed DNN Training on GPU Clusters: ImageNet/AlexNet Training in 1.5 Minutes Peng Sun Wansen Feng Ruobing Han Shengen Yan Yonggang Wen AI4CE 100 70 0 19 Feb 2019