Title
SplitSR: An End-to-End Approach to Super-Resolution on Mobile Devices Xin Liu Yuang Li Josh Fromm Yuntao wang Ziheng Jiang Alex Mariakakis Shwetak N. Patel SupR 91 11 0 20 Jan 2021
Learnable Embedding Sizes for Recommender Systems Siyi Liu Chen Gao Yihong Chen Depeng Jin Yong Li 140 86 0 19 Jan 2021
Deep View Synthesis via Self-Consistent Generative Network Zhuoman Liu Wei Jia Ming-Hsuan Yang Peiyao Luo Yong Guo Mingkui Tan 3DV GAN 57 13 0 19 Jan 2021
Accelerating Deep Learning Inference via Learned Caches Arjun Balasubramanian Adarsh Kumar Yuhan Liu Han Cao Shivaram Venkataraman Aditya Akella 64 19 0 18 Jan 2021
E Pluribus Unum Ex Machina: Learning from Many Collider Events at Once Benjamin Nachman Jesse Thaler 91 34 0 18 Jan 2021
DeepPayload: Black-box Backdoor Attack on Deep Learning Models through Neural Payload Injection Yan Liang Jiayi Hua Haoyu Wang Chunyang Chen Yunxin Liu FedML SILM 130 80 0 18 Jan 2021
Match-Ignition: Plugging PageRank into Transformer for Long-form Text Matching Liang Pang Yanyan Lan Xueqi Cheng 66 21 0 16 Jan 2021
Optimal Energy Shaping via Neural Approximators Stefano Massaroli Michael Poli Federico Califano Jinkyoo Park Atsushi Yamashita Hajime Asama 46 14 0 14 Jan 2021
$C^3DRec$ : Cloud-Client Cooperative Deep Learning for Temporal Recommendation in the Post-GDPR Era Jialiang Han Yudong Han 43 0 0 13 Jan 2021
Designing Machine Learning Toolboxes: Concepts, Principles and Patterns Franz J. Király M. Löning Anthony D. Blaom Ahmed Guecioueur R. Sonabend 58 8 0 13 Jan 2021
An Empirical Study on Deployment Faults of Deep Learning Based Mobile Applications Zhenpeng Chen Huihan Yao Xin Peng Yanbin Cao Yuanqiang Liu Haoyu Wang Xuanzhe Liu 116 80 0 13 Jan 2021
A reusable pipeline for large-scale fiber segmentation on unidirectional fiber beds using fully convolutional neural networks A. F. Siqueira D. Sabino S. Walt 19 1 0 13 Jan 2021
MLGO: a Machine Learning Guided Compiler Optimizations Framework Mircea Trofin Yundi Qian E. Brevdo Zinan Lin K. Choromanski Didong Li 89 67 0 13 Jan 2021
Design of borehole resistivity measurement acquisition systems using deep learning M. Shahriari A. Hazra David Pardo 25 0 0 12 Jan 2021
A Bayesian neural network predicts the dissolution of compact planetary systems M. Cranmer Daniel Tamayo H. Rein Peter W. Battaglia S. Hadden P. Armitage S. Ho D. Spergel BDL 112 28 0 11 Jan 2021
Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity W. Fedus Barret Zoph Noam M. Shazeer MoE 172 2,249 0 11 Jan 2021
Machine Learning for Electronic Design Automation: A Survey Guyue Huang Jingbo Hu Yifan He Jialong Liu Mingyuan Ma ... Yuzhe Ma Haoyu Yang Bei Yu Huazhong Yang Yu Wang 76 241 0 10 Jan 2021
CapsField: Light Field-based Face and Expression Recognition in the Wild using Capsule Routing Alireza Sepas-Moghaddam Ali Etemad F. Pereira P. Correia CVBM 107 36 0 10 Jan 2021
Activity Recognition with Moving Cameras and Few Training Examples: Applications for Detection of Autism-Related Headbanging Peter Washington A. Kline O. Mutlu É. Leblanc C. Hou N. Stockham K. Paskov B. Chrisman Dennis Paul Wall 52 51 0 10 Jan 2021
Training Affective Computer Vision Models by Crowdsourcing Soft-Target Labels Peter Washington Cezmi Mutlu É. Leblanc A. Kline C. Hou ... N. Stockham K. Paskov Catalin Voss Nick Haber Dennis Paul Wall 107 22 0 10 Jan 2021
Multimodal Gait Recognition for Neurodegenerative Diseases Aite Zhao Jianbo Li Junyu Dong Lin Qi Qianni Zhang Ning Li Xin Wang Huiyu Zhou CVBM 47 60 0 07 Jan 2021
Demand Forecasting for Platelet Usage: from Univariate Time Series to Multivariate Models M. Motamedi Jessica Dawson Na Li D. Down N. Heddle AI4TS 55 21 0 06 Jan 2021
TryOnGAN: Body-Aware Try-On via Layered Interpolation Kathleen M. Lewis Srivatsan Varadharajan Ira Kemelmacher-Shlizerman 3DH 163 49 0 06 Jan 2021
LightLayers: Parameter Efficient Dense and Convolutional Layers for Image Classification Debesh Jha Anis Yazidi Michael A. Riegler Dag Johansen Haavard D. Johansen Pål Halvorsen 53 9 0 06 Jan 2021
AutoDropout: Learning Dropout Patterns to Regularize Deep Networks Hieu H. Pham Quoc V. Le 128 57 0 05 Jan 2021
Recurrent Neural Networks for Stochastic Control Problems with Delay Jiequn Han Ruimeng Hu 81 19 0 05 Jan 2021
Advances in Electron Microscopy with Deep Learning Jeffrey M. Ede 117 3 0 04 Jan 2021
CASS: Towards Building a Social-Support Chatbot for Online Health Community Liuping Wang Dakuo Wang Feng Tian Zhenhui Peng Xiangmin Fan Zhan Zhang Shuai Ma Mo Yu Xiaojuan Ma Hongan Wang AI4MH 77 44 0 04 Jan 2021
WearMask: Fast In-browser Face Mask Detection with Serverless Edge Computing for COVID-19 Zekun Wang P. Wang Peter C. Louis L. Wheless Yuankai Huo CVBM 62 35 0 04 Jan 2021
DSXplore: Optimizing Convolutional Neural Networks via Sliding-Channel Convolutions Yuke Wang Boyuan Feng Yufei Ding 61 9 0 04 Jan 2021
Depth as Attention for Face Representation Learning Hardik Uppal Alireza Sepas-Moghaddam Michael A. Greenspan Ali Etemad CVBM 91 21 0 03 Jan 2021
AttnMove: History Enhanced Trajectory Recovery via Attentional Network Tong Xia Yunhan Qi Jie Feng Fengli Xu Funing Sun Diansheng Guo Yong Li 150 58 0 03 Jan 2021
Neural Machine Translation: A Review of Methods, Resources, and Tools Zhixing Tan Shuo Wang Zonghan Yang Gang Chen Xuancheng Huang Maosong Sun Yang Liu 3DV AI4TS 99 110 0 31 Dec 2020
Fast covariance parameter estimation of spatial Gaussian process models using neural networks Florian Gerber D. Nychka 309 38 0 30 Dec 2020
Explainability Matters: Backdoor Attacks on Medical Imaging Munachiso Nwadike Takumi Miyawaki Esha Sarkar Michail Maniatakos Farah E. Shamout AAML 70 14 0 30 Dec 2020
Improving Adversarial Robustness in Weight-quantized Neural Networks Chang Song Elias Fallon Hai Helen Li AAML 61 19 0 29 Dec 2020
OpenHPS: An Open Source Hybrid Positioning System Maxim Van de Wynckel B. Signer 13 4 0 29 Dec 2020
Learning a Dynamic Map of Visual Appearance Tawfiq Salem Scott Workman Nathan Jacobs 3DH 78 27 0 29 Dec 2020
A Differentially Private Multi-Output Deep Generative Networks Approach For Activity Diary Synthesis Godwin Badu-Marfo Bilal Farooq Zachary Patterson 46 4 0 29 Dec 2020
dalex: Responsible Machine Learning with Interactive Explainability and Fairness in Python Hubert Baniecki Wojciech Kretowicz Piotr Piątyszek J. Wiśniewski P. Biecek FaML 98 97 0 28 Dec 2020
Playing to distraction: towards a robust training of CNN classifiers through visual explanation techniques David Morales Estefanía Talavera B. Remeseiro 74 6 0 28 Dec 2020
Analysis of Macula on Color Fundus Images Using Heightmap Reconstruction Through Deep Learning Peyman Tahghighi R. Zoroofi S. Safi Alireza Ramezani MedIm GAN 25 0 0 28 Dec 2020
From Point to Space: 3D Moving Human Pose Estimation Using Commodity WiFi Yiming Wang Lingchao Guo Zhaoming Lu X. Wen Shuang Zhou Wanyu Meng 3DH 47 40 0 28 Dec 2020
SparsePipe: Parallel Deep Learning for 3D Point Clouds Keke Zhai Pan He Tania Banerjee-Mishra Anand Rangarajan Sanjay Ranka 3DPC 16 1 0 27 Dec 2020
Early Indicators of Scientific Impact: Predicting Citations with Altmetrics A. Akella Hamed Alhoori Pavan Ravikanth Kondamudi Cole Freeman Haiming Zhou 34 64 0 25 Dec 2020
Spatio-temporal Multi-task Learning for Cardiac MRI Left Ventricle Quantification Sulaiman Vesal Mingxuan Gu Andreas Maier Nishant Ravikumar 56 18 0 24 Dec 2020
Joint super-resolution and synthesis of 1 mm isotropic MP-RAGE volumes from clinical MRI exams with scans of different orientation, resolution and contrast Juan Eugenio Iglesias Benjamin Billot Yael Balbastre A. Tabari J. Conklin Daniel C. Alexander Polina Golland B. Edlow Bruce Fischl 140 108 0 24 Dec 2020
LCEval: Learned Composite Metric for Caption Evaluation Naeha Sharif Lyndon White Bennamoun Wei Liu Syed Afaq Ali Shah 51 8 0 24 Dec 2020
A Modern Analysis of Hutchinson's Trace Estimator Maciej Skorski 62 14 0 23 Dec 2020
EQ-Net: A Unified Deep Learning Framework for Log-Likelihood Ratio Estimation and Quantization Marius Arvinte Ahmed H. Tewfik S. Vishwanath MQ 22 0 0 23 Dec 2020