Title
Anticipatory Navigation in Crowds by Probabilistic Prediction of Pedestrian Future Movements Weiming Zhi Tin Lai Lionel Ott F. Ramos 52 6 0 12 Nov 2020
A Transfer Learning Framework for Anomaly Detection Using Model of Normality Sulaiman A. Aburakhia Tareq Tayeh Ryan Myers Abdallah Shami 70 20 0 12 Nov 2020
LIAF-Net: Leaky Integrate and Analog Fire Network for Lightweight and Efficient Spatiotemporal Information Processing Zhenzhi Wu Hehui Zhang Yihan Lin Guoqi Li Meng Wang Ye Tang AI4TS 75 109 0 12 Nov 2020
EM-X-DL: Efficient Cross-Device Deep Learning Side-Channel Attack with Noisy EM Signatures Josef Danial Debayan Das Anupam Golder Santosh K. Ghosh A. Raychowdhury Shreyas Sen AAML 26 31 0 12 Nov 2020
Machine Learning Based Path Planning for Improved Rover Navigation (Pre-Print Version) Neil Abcouwer S. Daftry S. Venkatraman Tyler del Sesto O. Toupet Ravi Lanka Jialin Song Yisong Yue M. Ono 57 17 0 11 Nov 2020
Skin disease diagnosis with deep learning: a review Hongfeng Li Yini Pan Jie Zhao Li Zhang 60 109 0 11 Nov 2020
A Multi-Plant Disease Diagnosis Method using Convolutional Neural Network Muhammad Mohsin Kabir Abu Quwsar Ohi M. F. Mridha 26 45 0 10 Nov 2020
TrimTuner: Efficient Optimization of Machine Learning Jobs in the Cloud via Sub-Sampling Pedro Mendes Maria Casimiro Paolo Romano David Garlan 69 18 0 09 Nov 2020
Improving Neural Network Training in Low Dimensional Random Bases Frithjof Gressmann Zach Eaton-Rosen Carlo Luschi 78 28 0 09 Nov 2020
SplitEasy: A Practical Approach for Training ML models on Mobile Devices Kamalesh Palanisamy Vivek Khimani Moin Hussain Moti Dimitris Chatzopoulos 77 21 0 09 Nov 2020
DoWhy: An End-to-End Library for Causal Inference Amit Sharma Emre Kıcıman CML 81 172 0 09 Nov 2020
Distance-Based Anomaly Detection for Industrial Surfaces Using Triplet Networks Tareq Tayeh Sulaiman A. Aburakhia Ryan Myers Abdallah Shami 73 32 0 09 Nov 2020
Text-to-Image Generation Grounded by Fine-Grained User Attention Jing Yu Koh Jason Baldridge Honglak Lee Yinfei Yang DiffM 146 59 0 07 Nov 2020
Exploring the limits of Concurrency in ML Training on Google TPUs Sameer Kumar James Bradbury C. Young Yu Emma Wang Anselm Levskaya ... Tao Wang Tayo Oguntebi Yazhou Zu Yuanzhong Xu Andy Swing BDL AIMat MoE LRM 64 27 0 07 Nov 2020
Single and Multi-Agent Deep Reinforcement Learning for AI-Enabled Wireless Networks: A Tutorial Amal Feriani Ekram Hossain 215 245 0 06 Nov 2020
Highly Available Data Parallel ML training on Mesh Networks Sameer Kumar N. Jouppi MoE AI4CE 45 11 0 06 Nov 2020
Large-scale multilingual audio visual dubbing Yi Yang Brendan Shillingford Yannis Assael Miaosen Wang Wendi Liu ... Eren Sezener Luis C. Cobo Misha Denil Y. Aytar Nando de Freitas 75 21 0 06 Nov 2020
Generative adversarial training of product of policies for robust and adaptive movement primitives Emmanuel Pignat Hakan Girgin Sylvain Calinon 49 5 0 06 Nov 2020
CompressAI: a PyTorch library and evaluation platform for end-to-end compression research Jean Bégaint Fabien Racapé Simon Feltman Akshay Pushparaja VLM 70 434 0 05 Nov 2020
Video Big Data Analytics in the Cloud: Research Issues and Challenges A. Alam S. Khalid Muhammad Numan Khan Tariq Habib Afridi I. Ullah Young-Koo Lee 112 1 0 05 Nov 2020
Entity Linking in 100 Languages Jan A. Botha Zifei Shan D. Gillick VLM 60 78 0 05 Nov 2020
Learning to Respond with Your Favorite Stickers: A Framework of Unifying Multi-Modality and User Preference in Multi-Turn Dialog Shen Gao Preslav Nakov Li Liu Dongyan Zhao Rui Yan 76 15 0 05 Nov 2020
Learning and Evaluating Representations for Deep One-class Classification Kihyuk Sohn Chun-Liang Li Jinsung Yoon Minho Jin Tomas Pfister SSL 179 203 0 04 Nov 2020
Toward Force Estimation in Robot-Assisted Surgery using Deep Learning with Vision and Robot State Z. Chua A. Jarc Allison M. Okamura OOD 66 39 0 04 Nov 2020
Analytical aspects of non-differentiable neural networks G. P. Leonardi Matteo Spallanzani 38 1 0 03 Nov 2020
Specialization in Hierarchical Learning Systems Heinke Hihn Daniel A. Braun 85 16 0 03 Nov 2020
Distributed Machine Learning for Computational Engineering using MPI Kailai Xu Weiqiang Zhu Eric F. Darve AI4CE 75 7 0 02 Nov 2020
IOS: Inter-Operator Scheduler for CNN Acceleration Yaoyao Ding Ligeng Zhu Zhihao Jia Gennady Pekhimenko Song Han 83 75 0 02 Nov 2020
Scheduling Real-time Deep Learning Services as Imprecise Computations Shuochao Yao Yifan Hao Yiran Zhao Huajie Shao Dongxin Liu Shengzhong Liu Tianshi Wang Jinyang Li Tarek Abdelzaher 108 36 0 02 Nov 2020
PBP-Net: Point Projection and Back-Projection Network for 3D Point Cloud Segmentation Juyoung Yang Chanho Lee Pyunghwan Ahn Haeil Lee Eojindl Yi Junmo Kim 3DPC 54 11 0 02 Nov 2020
Actor and Action Modular Network for Text-based Video Segmentation Jianhua Yang Yan Huang K. Niu Linjiang Huang Zhanyu Ma Liang Wang 130 10 0 02 Nov 2020
Segmentation of Infrared Breast Images Using MultiResUnet Neural Network Ange Lou Shuyue Guan Nada Kamona Murray H. Loew 46 12 0 31 Oct 2020
Unsupervised Deep Persistent Monocular Visual Odometry and Depth Estimation in Extreme Environments Yasin Almalioglu Angel Santamaria-Navarro B. Morrell Ali-akbar Agha-mohammadi MDE 51 7 0 31 Oct 2020
An edge-based architecture to support the execution of ambience intelligence tasks using the IoP paradigm Khaled Alanezi Shivakant Mishra 22 4 0 31 Oct 2020
The xx205 System for the VoxCeleb Speaker Recognition Challenge 2020 Xu Xiang 49 14 0 31 Oct 2020
C-Net: A Reliable Convolutional Neural Network for Biomedical Image Classification H. Barzekar Zeyun Yu 56 42 0 30 Oct 2020
DeepWay: a Deep Learning Waypoint Estimator for Global Path Generation Vittorio Mazzia Francesco Salvetti Diego Aghi Marcello Chiaberge 57 3 0 30 Oct 2020
All-Weather Object Recognition Using Radar and Infrared Sensing Marcel Sheeny 42 1 0 30 Oct 2020
Fusion-Catalyzed Pruning for Optimizing Deep Learning on Intelligent Edge Devices Guangli Li Xiu Ma Xueying Wang Lei Liu Jingling Xue Xiaobing Feng 84 33 0 30 Oct 2020
DistStat.jl: Towards Unified Programming for High-Performance Statistical Computing Environments in Julia Seyoon Ko Hua Zhou Jin J. Zhou Joong-Ho Won 20 3 0 30 Oct 2020
Training Speech Recognition Models with Federated Learning: A Quality/Cost Framework Dhruv Guliani F. Beaufays Giovanni Motta FedML 63 85 0 29 Oct 2020
Active Sampling Count Sketch (ASCS) for Online Sparse Estimation of a Trillion Scale Covariance Matrix Zhenwei Dai Aditya Desai Reinhard Heckel Anshumali Shrivastava 26 7 0 29 Oct 2020
Explainable Automated Coding of Clinical Notes using Hierarchical Label-wise Attention Networks and Label Embedding Initialisation Hang Dong Víctor Suárez-Paniagua W. Whiteley Honghan Wu 106 72 0 29 Oct 2020
LSTM for Model-Based Anomaly Detection in Cyber-Physical Systems Benedikt Eiteneuer Oliver Niggemann 30 15 0 29 Oct 2020
Measuring and Harnessing Transference in Multi-Task Learning Christopher Fifty Ehsan Amid Zhe Zhao Tianhe Yu Rohan Anil Chelsea Finn 107 15 0 29 Oct 2020
Learning to Represent Action Values as a Hypergraph on the Action Vertices Arash Tavakoli Mehdi Fatemi Petar Kormushev 83 23 0 28 Oct 2020
Cascaded encoders for unifying streaming and non-streaming ASR A. Narayanan Tara N. Sainath Ruoming Pang Jiahui Yu Chung-Cheng Chiu Rohit Prabhavalkar Ehsan Variani Trevor Strohman AuLLM 128 86 0 27 Oct 2020
Memory Optimization for Deep Networks Aashaka Shah Chaoxia Wu Jayashree Mohan Vijay Chidambaram Philipp Krahenbuhl 79 24 0 27 Oct 2020
Implicit Under-Parameterization Inhibits Data-Efficient Deep Reinforcement Learning Aviral Kumar Rishabh Agarwal Dibya Ghosh Sergey Levine OffRL 88 123 0 27 Oct 2020
A Statistical Framework for Low-bitwidth Training of Deep Neural Networks Jianfei Chen Yujie Gai Z. Yao Michael W. Mahoney Joseph E. Gonzalez MQ 73 59 0 27 Oct 2020