Title
A CNN-based Spatial Feature Fusion Algorithm for Hyperspectral Imagery Classification Alan J. X. Guo Fei Zhu 16 36 0 31 Jan 2018
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Understanding the Disharmony between Dropout and Batch Normalization by Variance Shift Xiang Li Shuo Chen Xiaolin Hu Jian Yang 39 309 0 16 Jan 2018
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Large-Scale 3D Scene Classification With Multi-View Volumetric CNN Dror Aiger Brett Allen Aleksey Golovinskiy 3DV 24 5 0 26 Dec 2017
End-to-end Recovery of Human Shape and Pose Angjoo Kanazawa Michael J. Black David Jacobs Jitendra Malik 3DH 18 1,779 0 18 Dec 2017
Efficient B-mode Ultrasound Image Reconstruction from Sub-sampled RF Data using Deep Learning Y. Yoon Shujaat Khan Jaeyoung Huh J. C. Ye 23 114 0 17 Dec 2017
Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning Xinyun Chen Chang-rui Liu Bo-wen Li Kimberly Lu D. Song AAML SILM 44 1,808 0 15 Dec 2017
DeePMD-kit: A deep learning package for many-body potential energy representation and molecular dynamics Han Wang Linfeng Zhang Jiequn Han E. Weinan AI4CE 30 1,201 0 11 Dec 2017
Reinforced dynamics for enhanced sampling in large atomic and molecular systems Linfeng Zhang Han Wang E. Weinan AI4CE 22 72 0 10 Dec 2017
Using Rule-Based Labels for Weak Supervised Learning: A ChemNet for Transferable Chemical Property Prediction Garrett B. Goh Charles Siegel Abhinav Vishnu Nathan Oken Hodas 21 90 0 07 Dec 2017
A Secure Mobile Authentication Alternative to Biometrics Mozhgan Azimpourkivi Umut Topkara Bogdan Carbunar 13 13 0 07 Dec 2017
Automated Pruning for Deep Neural Network Compression Franco Manessi A. Rozza Simone Bianco Paolo Napoletano Raimondo Schettini 44 56 0 05 Dec 2017
AttGAN: Facial Attribute Editing by Only Changing What You Want Zhenliang He W. Zuo Meina Kan Shiguang Shan Xilin Chen GAN CVBM 50 702 0 29 Nov 2017
PSIque: Next Sequence Prediction of Satellite Images using a Convolutional Sequence-to-Sequence Network Seungkyun Hong Seongchan Kim M. Joh Sa-kwang Song 38 24 0 29 Nov 2017
Code Completion with Neural Attention and Pointer Networks Jian Li Yue Wang M. Lyu Irwin King 37 236 0 27 Nov 2017
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification Weijian Deng Liang Zheng QiXiang Ye Guoliang Kang Yezhou Yang Jianbin Jiao 42 901 0 19 Nov 2017
"Found in Translation": Predicting Outcomes of Complex Organic Chemistry Reactions using Neural Sequence-to-Sequence Models P. Schwaller T. Gaudin D. Lanyi C. Bekas Teodoro Laino 42 277 0 13 Nov 2017
Physiological and behavioral profiling for nociceptive pain estimation using personalized multitask learning D. Martinez Ognjen Rudovic Rosalind W. Picard 32 23 0 10 Nov 2017
Predicting Discharge Medications at Admission Time Based on Deep Learning Yu’an Yang P. Xie Xin Gao C. Cheng Yuan Li Hongbao Zhang Eric Xing BDL 46 10 0 04 Nov 2017
Structured Generative Adversarial Networks Zhijie Deng Huatian Zhang Xiaodan Liang Luona Yang Shizhen Xu Jun Zhu Eric Xing GAN 39 53 0 02 Nov 2017
Paraphrase Generation with Deep Reinforcement Learning Zichao Li Xin Jiang Lifeng Shang Hang Li OffRL 18 213 0 01 Nov 2017
Improving Deep Learning by Inverse Square Root Linear Units (ISRLUs) B. Carlile G. Delamarter Paul Kinney Akiko Marti Brian Whitney 32 42 0 27 Oct 2017
HPC Cloud for Scientific and Business Applications: Taxonomy, Vision, and Research Challenges M. Netto R. Calheiros Eduardo Rodrigues R. L. F. Cunha Rajkumar Buyya 63 72 0 24 Oct 2017
Deep Health Care Text Classification Barathi Vinayakumar R H. Ganesh Anand Kumar Kp Soman AI4MH 16 1 0 23 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
Neural and Synaptic Array Transceiver: A Brain-Inspired Computing Framework for Embedded Learning Georgios Detorakis Sadique Sheik C. Augustine Somnath Paul Bruno U. Pedroni N. Dutt J. Krichmar Gert Cauwenberghs Emre Neftci 35 29 0 29 Sep 2017
MR Acquisition-Invariant Representation Learning Wouter M. Kouw Marco Loog L. Bartels A. Mendrik OOD 24 11 0 22 Sep 2017
Neural Optimizer Search with Reinforcement Learning Irwan Bello Barret Zoph Vijay Vasudevan Quoc V. Le ODL 29 383 0 21 Sep 2017
"Having 2 hours to write a paper is fun!": Detecting Sarcasm in Numerical Portions of Text Lakshya Kumar Arpan Somani P. Bhattacharyya 24 16 0 06 Sep 2017
Non-rigid image registration using fully convolutional networks with deep self-supervision Hongming Li Yong-Xian Fan 32 94 0 04 Sep 2017
PassGAN: A Deep Learning Approach for Password Guessing Briland Hitaj Paolo Gasti G. Ateniese Fernando Perez-Cruz GAN 30 246 0 01 Sep 2017
Performance Analysis of Open Source Machine Learning Frameworks for Various Parameters in Single-Threaded and Multi-Threaded Modes Yuriy Kochura S. Stirenko Oleg Alienin Michail Novotarskiy Yuri G. Gordienko VLM 36 25 0 29 Aug 2017
Neural Network-based Graph Embedding for Cross-Platform Binary Code Similarity Detection Xiaojun Xu Chang-rui Liu Qian Feng Heng Yin Le Song D. Song GNN 24 576 0 22 Aug 2017
Sequence-to-Label Script Identification for Multilingual OCR Yasuhisa Fujii K. Driesen Jonathan Baccash Ash Hurst Ashok Popat 22 37 0 15 Aug 2017
GlobeNet: Convolutional Neural Networks for Typhoon Eye Tracking from Remote Sensing Imagery Seungkyun Hong Seongchan Kim M. Joh Sa-kwang Song 36 36 0 11 Aug 2017
TensorFlow Estimators: Managing Simplicity vs. Flexibility in High-Level Machine Learning Frameworks Heng-Tze Cheng Zakaria Haque Lichan Hong M. Ispir Clemens Mewald ... Yuan Tang Philipp Tucker Martin Wicke Cassandra Xia Jianwei Xie 29 32 0 08 Aug 2017
Long Short-Term Memory Kalman Filters:Recurrent Neural Estimators for Pose Regularization Huseyin Coskun F. Achilles R. DiPietro Nassir Navab Federico Tombari 30 162 0 06 Aug 2017
Streaming Architecture for Large-Scale Quantized Neural Networks on an FPGA-Based Dataflow Platform Chaim Baskin Natan Liss Evgenii Zheltonozhskii A. Bronstein A. Mendelson GNN MQ 45 35 0 31 Jul 2017
Owl: A General-Purpose Numerical Library in OCaml Liang Wang 21 22 0 30 Jul 2017
TensorLayer: A Versatile Library for Efficient Deep Learning Development Hao Dong A. Supratak Luo Mai Fangde Liu A. Oehmichen Simiao Yu Yike Guo 59 114 0 26 Jul 2017
An Iterative BP-CNN Architecture for Channel Decoding Fei Liang Cong Shen Feng Wu 29 236 0 18 Jul 2017
TAPAS: Two-pass Approximate Adaptive Sampling for Softmax Yu Bai S. Goldman Li Zhang TPM 16 15 0 10 Jul 2017