Title
Physics Informed Deep Learning (Part II): Data-driven Discovery of Nonlinear Partial Differential Equations M. Raissi P. Perdikaris George Karniadakis PINN AI4CE 31 608 0 28 Nov 2017
Parallel WaveNet: Fast High-Fidelity Speech Synthesis Aaron van den Oord Yazhe Li Igor Babuschkin Karen Simonyan Oriol Vinyals ... Alex Graves Helen King T. Walters Dan Belov Demis Hassabis 38 856 0 28 Nov 2017
Lose The Views: Limited Angle CT Reconstruction via Implicit Sinogram Completion Rushil Anirudh Hyojin Kim Jayaraman J. Thiagarajan K. A. Mohan Kyle Champley P. Bremer 27 100 0 28 Nov 2017
Learning Channel Inter-dependencies at Multiple Scales on Dense Networks for Face Recognition Qiangchang Wang G. Guo Mohammad Iqbal Nouyed CVBM 32 1 0 28 Nov 2017
Predicting Adolescent Suicide Attempts with Neural Networks Harish S. Bhat S. Goldman-Mellor 38 26 0 28 Nov 2017
Denoising Gravitational Waves using Deep Learning with Recurrent Denoising Autoencoders Hongyu Shen D. George Eliu A. Huerta Zhizhen Zhao 43 66 0 27 Nov 2017
Predictive Learning: Using Future Representation Learning Variantial Autoencoder for Human Action Prediction Runsheng Yu Zhenyu Shi Qiongxiong Ma Laiyun Qing 3DH DRL 31 4 0 25 Nov 2017
Multiple Instance Curriculum Learning for Weakly Supervised Object Detection Siyang Li Xiangxin Zhu Qin Huang Hao Xu C.-C. Jay Kuo WSOD 44 35 0 25 Nov 2017
Frustum PointNets for 3D Object Detection from RGB-D Data C. Qi Wen Liu Chenxia Wu Hao Su Leonidas Guibas 3DPC 98 2,253 0 22 Nov 2017
Accurate Real Time Localization Tracking in A Clinical Environment using Bluetooth Low Energy and Deep Learning Zohaib Iqbal Da Luo Peter Henry S. Kazemifar T. Rozario ... D. Nguyen T. Long Jing Wang H. Choy Steve B. Jiang 16 58 0 22 Nov 2017
S4Net: Single Stage Salient-Instance Segmentation Ruochen Fan Ming-Ming Cheng Qibin Hou Tai-Jiang Mu Jingdong Wang Shimin Hu ISeg SSeg 38 85 0 21 Nov 2017
Learning to Organize Knowledge and Answer Questions with N-Gram Machines Fan Yang Jiazhong Nie William W. Cohen Ni Lao NAI 35 3 0 17 Nov 2017
Data-driven Planning via Imitation Learning Sanjiban Choudhury M. Bhardwaj S. Arora Ashish Kapoor G. Ranade Sebastian Scherer Debadeepta Dey 48 80 0 17 Nov 2017
People, Penguins and Petri Dishes: Adapting Object Counting Models To New Visual Domains And Object Types Without Forgetting Mark A Marsden Kevin McGuinness Suzanne Little Ciara E. Keogh Noel E. O'Connor 29 85 0 15 Nov 2017
Lattice Rescoring Strategies for Long Short Term Memory Language Models in Speech Recognition Shankar Kumar M. Nirschl D. Holtmann-Rice H. Liao A. Suresh Felix X. Yu KELM 37 40 0 15 Nov 2017
Dynamic Fusion Networks for Machine Reading Comprehension Yichong Xu Jingjing Liu Jianfeng Gao Yelong Shen Xiaodong Liu AIMat AI4CE 52 29 0 14 Nov 2017
Learning Explanatory Rules from Noisy Data Richard Evans Edward Grefenstette 76 480 0 13 Nov 2017
Semi-Supervised Learning via New Deep Network Inversion Randall Balestriero Vincent Roger H. Glotin Richard G. Baraniuk 24 3 0 12 Nov 2017
Learning Multi-Modal Word Representation Grounded in Visual Context Éloi Zablocki Benjamin Piwowarski Laure Soulier Patrick Gallinari SSL 26 30 0 09 Nov 2017
DLPaper2Code: Auto-generation of Code from Deep Learning Research Papers Akshay Sethi A. Sankaran Naveen Panwar Shreya Khare Senthil Mani 3DV 23 33 0 09 Nov 2017
Remote Sensing Image Fusion Based on Two-stream Fusion Network Xiangyu Liu Qingjie Liu Yunhong Wang 33 298 0 07 Nov 2017
ZipNet-GAN: Inferring Fine-grained Mobile Traffic Patterns via a Generative Adversarial Neural Network Chaoyun Zhang Xi Ouyang P. Patras 60 68 0 07 Nov 2017
SparCE: Sparsity aware General Purpose Core Extensions to Accelerate Deep Neural Networks Sanchari Sen Shubham Jain Swagath Venkataramani A. Raghunathan 24 30 0 07 Nov 2017
Multi-Mention Learning for Reading Comprehension with Neural Cascades Swabha Swayamdipta Ankur P. Parikh Tom Kwiatkowski RALM 34 32 0 02 Nov 2017
Efficient Training of Convolutional Neural Nets on Large Distributed Systems Sameer Kumar D. Sreedhar Vaibhav Saxena Yogish Sabharwal Ashish Verma 35 4 0 02 Nov 2017
Smooth Neighbors on Teacher Graphs for Semi-supervised Learning Yucen Luo Jun Zhu Mengxi Li Yong Ren Bo Zhang 19 242 0 01 Nov 2017
Learning deep features for source color laser printer identification based on cascaded learning Do-Guk Kim Jong-Uk Hou Heung-Kyu Lee GAN 30 19 0 01 Nov 2017
Evolving Deep Convolutional Neural Networks for Image Classification Yizhou Sun Bing Xue Mengjie Zhang Gary G. Yen ODL 40 568 0 30 Oct 2017
JESC: Japanese-English Subtitle Corpus Reid Pryzant Young-joo Chung Dan Jurafsky D. Britz 3DGS 23 69 0 29 Oct 2017
Lip2AudSpec: Speech reconstruction from silent lip movements video Hassan Akbari Himani Arora Liangliang Cao N. Mesgarani 32 86 0 26 Oct 2017
Reparameterizing the Birkhoff Polytope for Variational Permutation Inference Scott W. Linderman Gonzalo E. Mena H. Cooper Liam Paninski John P. Cunningham 39 50 0 26 Oct 2017
Fast and Scalable Distributed Deep Convolutional Autoencoder for fMRI Big Data Analytics Milad Makkie Heng-Chiao Huang Yu Zhao A. Vasilakos Tianming Liu 38 31 0 24 Oct 2017
Learning Sensor Feedback Models from Demonstrations via Phase-Modulated Neural Networks Giovanni Sutanto Zhe Su S. Schaal Franziska Meier OOD 16 22 0 24 Oct 2017
Serving deep learning models in a serverless platform Vatche Isahagian Vinod Muthusamy Aleksander Slominski 29 169 0 23 Oct 2017
Rethinking Convolutional Semantic Segmentation Learning Mrinal Haloi BDL 32 4 0 22 Oct 2017
ProLanGO: Protein Function Prediction Using Neural~Machine Translation Based on a Recurrent Neural Network Renzhi Cao Colton Freitas Leong Chan Miao Sun Haiqing Jiang Zhangxin Chen 30 169 0 19 Oct 2017
Single Shot Temporal Action Detection Tianwei Lin Xu Zhao Zheng Shou 41 451 0 17 Oct 2017
A multi-branch convolutional neural network for detecting double JPEG compression Bin Li Hu Luo Haoxin Zhang Shunquan Tan Zhongzhou Ji 36 28 0 16 Oct 2017
Clickbait Detection in Tweets Using Self-attentive Network Yiwei Zhou 22 53 0 15 Oct 2017
CNNComparator: Comparative Analytics of Convolutional Neural Networks Haipeng Zeng Hammad Haleem Xavier Plantaz Nan Cao Huamin Qu 25 31 0 15 Oct 2017
Multimodal and Multiscale Deep Neural Networks for the Early Diagnosis of Alzheimer's Disease using structural MR and FDG-PET images Donghuan Lu K. Popuri G. Ding R. Balachandar M. Beg MedIm 11 316 0 13 Oct 2017
Deep Self-Paced Learning for Person Re-Identification Sanping Zhou Jinjun Wang Deyu Meng Xiaomeng Xin Yubing Li Yihong Gong N. Zheng 30 75 0 07 Oct 2017
A Transfer-Learning Approach for Accelerated MRI using Deep Neural Networks S. Dar Muzaffer Özbey Ahmet Burak Çatlı Tolga Çukur MedIm OOD 20 165 0 07 Oct 2017
Dilated Recurrent Neural Networks Shiyu Chang Yang Zhang Wei Han Mo Yu Xiaoxiao Guo Wei Tan Xiaodong Cui Michael Witbrock M. Hasegawa-Johnson Thomas S. Huang 47 299 0 05 Oct 2017
A Comparative Taxonomy and Survey of Public Cloud Infrastructure Vendors Dimitrios Sikeridis I. Papapanagiotou B. Rimal M. Devetsikiotis 24 26 0 04 Oct 2017
An attentive neural architecture for joint segmentation and parsing and its application to real estate ads Giannis Bekoulis Johannes Deleu T. Demeester Chris Develder 26 29 0 27 Sep 2017
Neural networks for topology optimization Ivan Sosnovik Ivan Oseledets 30 254 0 27 Sep 2017
A feasibility study for predicting optimal radiation therapy dose distributions of prostate cancer patients from patient anatomy using deep learning D. Nguyen T. Long X. Jia W. Lu X. Gu Zohaib Iqbal Steve B. Jiang 32 47 0 26 Sep 2017
Predictive-State Decoders: Encoding the Future into Recurrent Networks Arun Venkatraman Nicholas Rhinehart Wen Sun Lerrel Pinto M. Hebert Byron Boots Kris Kitani J. Andrew Bagnell AI4CE 34 42 0 25 Sep 2017
Representation Learning on Graphs: Methods and Applications William L. Hamilton Rex Ying J. Leskovec GNN 58 1,967 0 17 Sep 2017