Title
Meta-Generating Deep Attentive Metric for Few-shot Classification Lei Zhang Fei Zhou Wei Wei Yanning Zhang VLM 114 29 0 03 Dec 2020
A Study of Checkpointing in Large Scale Training of Deep Neural Networks Elvis Rojas A. Kahira Esteban Meneses L. Bautista-Gomez Rosa M. Badia 53 26 0 01 Dec 2020
Learning and Using Abstractions for Robot Planning Naman Shah Abhyudaya Srinet Siddharth Srivastava 38 2 0 01 Dec 2020
On hallucinations in tomographic image reconstruction Sayantan Bhadra Varun A. Kelkar F. Brooks M. Anastasio 111 105 0 01 Dec 2020
Python Workflows on HPC Systems Dominik Strassel Philipp Reusch J. Keuper AI4CE 28 3 0 01 Dec 2020
Deep reinforcement learning with a particle dynamics environment applied to emergency evacuation of a room with obstacles Yihao Zhang Zhaojie Chai G. Lykotrafitis 30 32 0 30 Nov 2020
Human vs. supervised machine learning: Who learns patterns faster? Niklas Kühl Marc Goutier Lucas Baier C. Wolff Dominik Martin 79 45 0 30 Nov 2020
SelectScale: Mining More Patterns from Images via Selective and Soft Dropout Zhengsu Chen J. Niu Xuefeng Liu Shaojie Tang 42 2 0 30 Nov 2020
Feature Learning in Infinite-Width Neural Networks Greg Yang J. E. Hu MLT 121 156 0 30 Nov 2020
Annotation-Efficient Untrimmed Video Action Recognition Yixiong Zou Shanghang Zhang Guangyao Chen Yonghong Tian Kurt Keutzer J. M. F. Moura 58 5 0 30 Nov 2020
Batch Normalization with Enhanced Linear Transformation Yuhui Xu Lingxi Xie Cihang Xie Jieru Mei Siyuan Qiao Wei Shen H. Xiong Alan Yuille 123 0 0 28 Nov 2020
Physics-Informed Neural Network for Modelling the Thermochemical Curing Process of Composite-Tool Systems During Manufacture S. Niaki E. Haghighat Trevor Campbell Xinglong Li R. Vaziri AI4CE 142 211 0 27 Nov 2020
Modelling brain lesion volume in patches with CNN-based Poisson Regression Kevin Raina MedIm 18 0 0 26 Nov 2020
ShapeFlow: Dynamic Shape Interpreter for TensorFlow Sahil Verma Z. Su 22 11 0 26 Nov 2020
Physics-informed neural networks for myocardial perfusion MRI quantification R. L. M. V. Herten A. Chiribiri M. Breeuwer M. Veta C. Scannell 126 46 0 25 Nov 2020
Auto Graph Encoder-Decoder for Neural Network Pruning Sixing Yu Arya Mazaheri Ali Jannesari GNN 81 40 0 25 Nov 2020
Neural Text Classification by Jointly Learning to Cluster and Align Yekun Chai Haidong Zhang Shuo Jin 49 2 0 24 Nov 2020
VIGOR: Cross-View Image Geo-localization beyond One-to-one Retrieval Sijie Zhu Taojiannan Yang Chong Chen 89 175 0 24 Nov 2020
On Adversarial Robustness of 3D Point Cloud Classification under Adaptive Attacks Jiachen Sun Karl Koenig Yulong Cao Qi Alfred Chen Z. Morley Mao 3DPC 92 20 0 24 Nov 2020
Scaling Wide Residual Networks for Panoptic Segmentation Liang-Chieh Chen Huiyu Wang Siyuan Qiao SSeg 134 49 0 23 Nov 2020
Automated Quality Assessment of Hand Washing Using Deep Learning Maksims Ivanovs Roberts Kadiķis Mārtiņš Ļuļļa Aleksejs Rutkovskis Atis Elsts OOD HAI 36 16 0 23 Nov 2020
Hierarchically Decoupled Spatial-Temporal Contrast for Self-supervised Video Representation Learning Zehua Zhang David J. Crandall AI4TS SSL 86 23 0 23 Nov 2020
A Population-based Hybrid Approach to Hyperparameter Optimization for Neural Networks Marcello Serqueira Israel Mendonça Eduardo Bezerra 61 23 0 22 Nov 2020
Interpreting Super-Resolution Networks with Local Attribution Maps Jinjin Gu Chao Dong FAtt SupR 80 228 0 22 Nov 2020
Deep Learning-Based Computer Vision for Real Time Intravenous Drip Infusion Monitoring N. Giaquinto M. Scarpetta M. Spadavecchia G. Andria 8 23 0 21 Nov 2020
Deep Data Flow Analysis Chris Cummins Hugh Leather Zacharias V. Fisches Tal Ben-Nun Torsten Hoefler Michael F. P. O'Boyle 56 4 0 21 Nov 2020
HAWQV3: Dyadic Neural Network Quantization Z. Yao Zhen Dong Zhangcheng Zheng A. Gholami Jiali Yu ... Leyuan Wang Qijing Huang Yida Wang Michael W. Mahoney Kurt Keutzer MQ 128 87 0 20 Nov 2020
ClickTrain: Efficient and Accurate End-to-End Deep Learning Training via Fine-Grained Architecture-Preserving Pruning Chengming Zhang Geng Yuan Wei Niu Jiannan Tian Sian Jin ... Zhe Jiang Yanzhi Wang Bin Ren Shuaiwen Leon Song Dingwen Tao 3DV 88 1 0 20 Nov 2020
Dense Label Encoding for Boundary Discontinuity Free Rotation Detection Xue Yang Liping Hou Yue Zhou Wentao Wang Junchi Yan 103 247 0 19 Nov 2020
Visual Diver Face Recognition for Underwater Human-Robot Interaction Jungseok Hong Sadman Sakib Enan Christopher Morse Junaed Sattar CVBM 40 2 0 18 Nov 2020
heSRPT: Parallel Scheduling to Minimize Mean Slowdown Benjamin Berg R. Vesilo Mor Harchol-Balter 21 6 0 18 Nov 2020
NeVer 2.0: Learning, Verification and Repair of Deep Neural Networks Dario Guidotti Luca Pulina A. Tacchella 3DV 24 3 0 18 Nov 2020
Master Thesis: Neural Sign Language Translation by Learning Tokenization Alptekin Orbay SLR 24 0 0 18 Nov 2020
Whale: Efficient Giant Model Training over Heterogeneous GPUs Xianyan Jia Le Jiang Ang Wang Wencong Xiao Ziji Shi ... Lan-yue Chen Yong Li Zhen Zheng Xiaoyong Liu Wei Lin 90 56 0 18 Nov 2020
FPGA deep learning acceleration based on convolutional neural network Xiong Jun 21 2 0 17 Nov 2020
MGIC: Multigrid-in-Channels Neural Network Architectures Moshe Eliasof Jonathan Ephrath Lars Ruthotto Eran Treister 109 8 0 17 Nov 2020
Deep Learning -- A first Meta-Survey of selected Reviews across Scientific Disciplines, their Commonalities, Challenges and Research Impact Jan Egger Antonio Pepe Christina Schwarz-Gsaxner Yuan Jin Jianning Li Roman Kern OOD VLM AI4CE 55 30 0 16 Nov 2020
Video Big Data Analytics in the Cloud: A Reference Architecture, Survey, Opportunities, and Open Research Issues A. Alam I. Ullah Young-Koo Lee 70 25 0 16 Nov 2020
hyper-sinh: An Accurate and Reliable Function from Shallow to Deep Learning in TensorFlow and Keras Luca Parisi R. Ma Narrendar RaviChandran Matteo Lanzillotta 39 28 0 15 Nov 2020
Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep Learning Debesh Jha Sharib Ali Nikhil Kumar Tomar Haavard D. Johansen Dag Johansen J. Rittscher Michael A. Riegler Pål Halvorsen 74 67 0 15 Nov 2020
Tonic: A Deep Reinforcement Learning Library for Fast Prototyping and Benchmarking Fabio Pardo OffRL 60 31 0 15 Nov 2020
Molecular Mechanics-Driven Graph Neural Network with Multiplex Graph for Molecular Structures Shuo-feng Zhang Yang Liu Lei Xie GNN 81 60 0 15 Nov 2020
Meaningful Answer Generation of E-Commerce Question-Answering Shen Gao Preslav Nakov Zhaochun Ren Dongyan Zhao Rui Yan 77 43 0 14 Nov 2020
G-RCN: Optimizing the Gap between Classification and Localization Tasks for Object Detection Yufan Luo Li Xiao ObjD 60 2 0 14 Nov 2020
A Study of Domain Generalization on Ultrasound-based Multi-Class Segmentation of Arteries, Veins, Ligaments, and Nerves Using Transfer Learning Edward Chen T. Mathai Vinit Sarode Howie Choset J. Galeotti 32 1 0 13 Nov 2020
Federated Multi-Mini-Batch: An Efficient Training Approach to Federated Learning in Non-IID Environments Reza Nasirigerdeh Mohammad Bakhtiari Reihaneh Torkzadehmahani Amirhossein Bayat M. List David B. Blumenthal Jan Baumbach FedML 46 8 0 13 Nov 2020
Reinforcement Learning Control of Constrained Dynamic Systems with Uniformly Ultimate Boundedness Stability Guarantee Minghao Han Yuan Tian Lixian Zhang Jun Wang Wei Pan 68 49 0 13 Nov 2020
Re-framing Incremental Deep Language Models for Dialogue Processing with Multi-task Learning Morteza Rohanian Julian Hough CLL 48 11 0 13 Nov 2020
Unsupervised Explanation Generation for Machine Reading Comprehension Yiming Cui Ting Liu Shijin Wang Guoping Hu LRM 33 3 0 13 Nov 2020
SVAM: Saliency-guided Visual Attention Modeling by Autonomous Underwater Robots M. Islam R. Wang Junaed Sattar 78 47 0 12 Nov 2020