Title
Overparameterized Nonlinear Learning: Gradient Descent Takes the Shortest Path? Samet Oymak Mahdi Soltanolkotabi ODL 73 177 0 25 Dec 2018
Deep Representation Learning for Clustering of Health Tweets O. Gencoglu SSL 30 10 0 25 Dec 2018
VMAV-C: A Deep Attention-based Reinforcement Learning Algorithm for Model-based Control Xingxing Liang Qi Wang Yanghe Feng Zhong Liu Jincai Huang 70 5 0 24 Dec 2018
Invariant and Equivariant Graph Networks Haggai Maron Heli Ben-Hamu Nadav Shamir Y. Lipman 190 508 0 24 Dec 2018
Epipolar Geometry based Learning of Multi-view Depth and Ego-Motion from Monocular Sequences V. Prasad Dipanjan Das Brojeshwar Bhowmick MDE 74 9 0 23 Dec 2018
Non-Autoregressive Neural Machine Translation with Enhanced Decoder Input Junliang Guo Xu Tan Di He Tao Qin Linli Xu Tie-Yan Liu 78 128 0 23 Dec 2018
Learning Dynamical Demand Response Model in Real-Time Pricing Program Hanchen Xu Hongbo Sun D. Nikovski S. Kitamura K. Mori AI4TS 17 9 0 22 Dec 2018
Dynamic Graph Representation Learning via Self-Attention Networks Aravind Sankar Yanhong Wu Liang Gou Wei Zhang Hao Yang GNN 99 119 0 22 Dec 2018
Cluster Loss for Person Re-Identification D. Alex Z. Sami Sumandeep Banerjee Subrat Panda 34 7 0 21 Dec 2018
Efficient Misalignment-Robust Multi-Focus Microscopical Images Fusion Yixiong Liang Yuan Mao Zhihong Tang Meng Yan Yu-qian Zhao Jianfeng Liu 39 16 0 21 Dec 2018
One-Class Feature Learning Using Intra-Class Splitting Patrick Schlachter Yiwen Liao Bin Yang VLM 82 7 0 20 Dec 2018
SfMLearner++: Learning Monocular Depth & Ego-Motion using Meaningful Geometric Constraints V. Prasad Brojeshwar Bhowmick MDE 91 26 0 20 Dec 2018
On The Chain Rule Optimal Transport Distance Frank Nielsen Ke Sun OT 57 3 0 19 Dec 2018
Unsupervised Video Object Segmentation with Distractor-Aware Online Adaptation Yeon-Chang Wang Jongmoo Choi Yueru Chen Siyang Li Qin Huang Kaitai Zhang Ming-Sui Lee C.-C. Jay Kuo VOS 46 7 0 19 Dec 2018
wav2letter++: The Fastest Open-source Speech Recognition System Vineel Pratap Awni Y. Hannun Qiantong Xu Jeff Cai Jacob Kahn Gabriel Synnaeve Vitaliy Liptchinsky R. Collobert VLM 72 158 0 18 Dec 2018
Momen(e)t: Flavor the Moments in Learning to Classify Shapes Mor Joseph-Rivlin Alon Zvirin Ron Kimmel 3DPC 98 67 0 18 Dec 2018
Deep Clustering Based on a Mixture of Autoencoders Shlomo E. Chazan Sharon Gannot Jacob Goldberger 45 39 0 16 Dec 2018
HoVer-Net: Simultaneous Segmentation and Classification of Nuclei in Multi-Tissue Histology Images S. Graham Q. Vu S. Raza A. Azam Yee Wah Tsang J. T. Kwak Nasir M. Rajpoot 130 1,051 0 16 Dec 2018
Embedding Cardinality Constraints in Neural Link Predictors Emir Muñoz Pasquale Minervini Matthias Nickles 28 2 0 16 Dec 2018
Stochastic Distributed Optimization for Machine Learning from Decentralized Features Yaochen Hu Di Niu Jianming Yang Shengping Zhou 49 5 0 16 Dec 2018
A short review on Applications of Deep learning for Cyber security R. MohammedHarunBabu R. Vinayakumar K. Soman AAML 68 19 0 15 Dec 2018
Flatten-T Swish: a thresholded ReLU-Swish-like activation function for deep learning Hock Hung Chieng Noorhaniza Wahid P. Ong Sai Raj Kishore Perla 43 41 0 15 Dec 2018
Improving the Performance of Unimodal Dynamic Hand-Gesture Recognition with Multimodal Training Mahdi Abavisani Hamid Reza Vaezi Joze Vishal M. Patel 78 131 0 14 Dec 2018
Federated Optimization in Heterogeneous Networks Tian Li Anit Kumar Sahu Manzil Zaheer Maziar Sanjabi Ameet Talwalkar Virginia Smith FedML 373 5,299 0 14 Dec 2018
Dopamine: A Research Framework for Deep Reinforcement Learning Pablo Samuel Castro Subhodeep Moitra Carles Gelada Saurabh Kumar Marc G. Bellemare OffRL 89 279 0 14 Dec 2018
Inferring the size of the causal universe: features and fusion of causal attribution networks Daniel Berenberg James P. Bagrow CML 109 0 0 14 Dec 2018
Scene Recomposition by Learning-based ICP Hamid Izadinia S. M. Seitz 3DV 3DPC 66 14 0 13 Dec 2018
Abstractive Text Summarization by Incorporating Reader Comments Shen Gao Preslav Nakov Piji Li Zhaochun Ren Lidong Bing Dongyan Zhao Rui Yan 83 71 0 13 Dec 2018
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 950 10,638 0 12 Dec 2018
LSTM-Based ECG Classification for Continuous Monitoring on Personal Wearable Devices Saeed Saadatnejad M. Oveisi Matin Hashemi 45 302 0 12 Dec 2018
Gradient Descent Happens in a Tiny Subspace Guy Gur-Ari Daniel A. Roberts Ethan Dyer 105 234 0 12 Dec 2018
DeepV2D: Video to Depth with Differentiable Structure from Motion Zachary Teed Jia Deng 3DV VGen MDE 88 252 0 11 Dec 2018
Object-centric Auto-encoders and Dummy Anomalies for Abnormal Event Detection in Video Radu Tudor Ionescu Fahad Shahbaz Khan Mariana-Iuliana Georgescu Ling Shao 197 328 0 11 Dec 2018
Layer-Parallel Training of Deep Residual Neural Networks Stefanie Günther Lars Ruthotto J. Schroder E. Cyr N. Gauger 90 90 0 11 Dec 2018
Deep Learning for Robotic Mass Transport Cloaking Reza Khodayi-mehr Michael M. Zavlanos 104 10 0 11 Dec 2018
SIMD-X: Programming and Processing of Graph Algorithms on GPUs Hang Liu Howie Huang GNN 66 54 0 10 Dec 2018
Accuracy, Uncertainty, and Adaptability of Automatic Myocardial ASL Segmentation using Deep CNN H. P. Do Yi Guo A. Yoon K. Nayak 86 23 0 10 Dec 2018
A New Ensemble Learning Framework for 3D Biomedical Image Segmentation Hao Zheng Yizhe Zhang Lin Yang Peixian Liang Zhuo Zhao Chaoli Wang Benlin Liu 3DV 75 75 0 10 Dec 2018
PoseFix: Model-agnostic General Human Pose Refinement Network Gyeongsik Moon Ju Yong Chang Kyoung Mu Lee 73 165 0 10 Dec 2018
Deep-Net: Deep Neural Network for Cyber Security Use Cases R. Vinayakumar HB BarathiGanesh P. Poornachandran M. Anandkumar K. Soman AAML 45 15 0 09 Dec 2018
From Coarse to Fine: Robust Hierarchical Localization at Large Scale Paul-Edouard Sarlin Cesar Cadena Roland Siegwart Marcin Dymczyk 3DV 138 882 0 09 Dec 2018
A hybrid machine-learning algorithm for designing quantum experiments L. O'Driscoll R. Nichols P. Knott 62 49 0 07 Dec 2018
The particle track reconstruction based on deep learning neural networks D. Baranov S. Mitsyn P. Goncharov G. Ososkov 18 7 0 07 Dec 2018
Applied Federated Learning: Improving Google Keyboard Query Suggestions Timothy Yang Galen Andrew Hubert Eichner Haicheng Sun Wei Li Nicholas Kong Daniel Ramage F. Beaufays FedML 106 627 0 07 Dec 2018
Pathological Evidence Exploration in Deep Retinal Image Diagnosis Yuhao Niu Lin Gu Feng Lu Feifan Lv Zongji Wang Imari Sato Zijian Zhang Yangyan Xiao Xunzhang Dai Tingting Cheng MedIm 72 42 0 06 Dec 2018
ECC: Platform-Independent Energy-Constrained Deep Neural Network Compression via a Bilinear Regression Model Haichuan Yang Yuhao Zhu Ji Liu 111 40 0 05 Dec 2018
Benchmarking Keyword Spotting Efficiency on Neuromorphic Hardware Peter Blouw Xuan Choo Eric Hunsberger C. Eliasmith BDL 86 194 0 04 Dec 2018
JANUS: Fast and Flexible Deep Learning via Symbolic Graph Execution of Imperative Programs Eunji Jeong Sungwoo Cho Gyeong-In Yu Joo Seong Jeong Dongjin Shin Byung-Gon Chun 68 25 0 04 Dec 2018
A Spectral Regularizer for Unsupervised Disentanglement Aditya A. Ramesh Youngduck Choi Yann LeCun DRL 99 42 0 04 Dec 2018
Knowing what you know in brain segmentation using Bayesian deep neural networks Patrick McClure Nao Rho J. Lee Jakub R. Kaczmarzyk C. Zheng Satrajit S. Ghosh D. Nielson Adam G. Thomas P. Bandettini Francisco Pereira UQCV 3DV BDL 107 53 0 03 Dec 2018