Title
Increasing the Robustness of Semantic Segmentation Models with Painting-by-Numbers Christoph Kamann Burkhard Güssefeld Robin Hutmacher J. H. Metzen Carsten Rother 60 18 0 12 Oct 2020
VMSMO: Learning to Generate Multimodal Summary for Video-based News Articles Li Mingzhe Preslav Nakov Shen Gao Zhangming Chan Dongyan Zhao Rui Yan 108 84 0 12 Oct 2020
SMYRF: Efficient Attention using Asymmetric Clustering Giannis Daras Nikita Kitaev Augustus Odena A. Dimakis 106 46 0 11 Oct 2020
Domain Agnostic Learning for Unbiased Authentication Jian Liang Yuren Cao Shuang Li Bing Bai Hao Li Fei Wang Kun Bai OOD 60 0 0 11 Oct 2020
Maximin Optimization for Binary Regression Nisan Chiprut Amir Globerson A. Wiesel MQ 23 0 0 10 Oct 2020
ByzShield: An Efficient and Robust System for Distributed Training Konstantinos Konstantinidis A. Ramamoorthy AAML FedML 64 11 0 10 Oct 2020
Learning Acoustic Scattering Fields for Dynamic Interactive Sound Propagation Zhenyu Tang Hsien-Yu Meng Tianyi Zhou AI4CE 69 19 0 10 Oct 2020
A Reactive Autonomous Camera System for the RAVEN II Surgical Robot Kay Hutchinson M. S. Yasar Harshneet Bhatia H. Alemzadeh 16 2 0 09 Oct 2020
Identifying Risk of Opioid Use Disorder for Patients Taking Opioid Medications with Deep Learning Xinyu Dong Jianyuan Deng S. Rashidian Kayley Abell-Hart W. Hou R. Rosenthal M. Saltz Joel H. Saltz Fusheng Wang 42 31 0 09 Oct 2020
WHO 2016 subtyping and automated segmentation of glioma using multi-task deep learning S. V. D. Voort Fatih Incekara M. Wijnenga G. Kapsas R. Gahrmann ... A. Vincent W. Niessen M. Bent M. Smits S. Klein 23 7 0 09 Oct 2020
TurboTransformers: An Efficient GPU Serving System For Transformer Models Jiarui Fang Yang Yu Chen-liang Zhao Jie Zhou 86 140 0 09 Oct 2020
Parameter Estimation using Neural Networks in the Presence of Detector Effects Anders Andreassen S. Hsu Benjamin Nachman Natchanon Suaysom Adithya Suresh 138 13 0 07 Oct 2020
Combination of digital signal processing and assembled predictive models facilitates the rational design of proteins David Medina-Ortiz Sebastián Contreras Juan Amado-Hinojosa Jorge Torres-Almonacid J. Asenjo Marcelo A. Navarrete Á. Olivera-Nappa 26 8 0 07 Oct 2020
Learning from demonstration using products of experts: applications to manipulation and task prioritization Emmanuel Pignat João Silvério Sylvain Calinon 46 18 0 07 Oct 2020
A Simple and Efficient Tensor Calculus for Machine Learning Soren Laue Matthias Mitterreiter Joachim Giesen 24 1 0 07 Oct 2020
Domain Adaptive Transfer Learning on Visual Attention Aware Data Augmentation for Fine-grained Visual Categorization Ashiq Imran V. Athitsos 68 14 0 06 Oct 2020
Towards a Scalable and Distributed Infrastructure for Deep Learning Applications Bita Hasheminezhad S. Shirzad Nanmiao Wu Patrick Diehl Hannes Schulz Hartmut Kaiser GNN AI4CE 85 4 0 06 Oct 2020
LETI: Latency Estimation Tool and Investigation of Neural Networks inference on Mobile GPU E. Ponomarev Sergey Matveev Ivan Oseledets 22 1 0 06 Oct 2020
Using Bayesian deep learning approaches for uncertainty-aware building energy surrogate models Paul Westermann R. Evins AI4CE 46 44 0 05 Oct 2020
Robust High-dimensional Memory-augmented Neural Networks G. Karunaratne Manuel Schmuck Manuel Le Gallo G. Cherubini Luca Benini Abu Sebastian Abbas Rahimi 82 103 0 05 Oct 2020
Image Translation for Medical Image Generation -- Ischemic Stroke Lesions Moritz Platscher Jonathan Zopes C. Federau MedIm 59 3 0 05 Oct 2020
Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models Thuy-Trang Vu Dinh Q. Phung Gholamreza Haffari 86 25 0 05 Oct 2020
Instead of Rewriting Foreign Code for Machine Learning, Automatically Synthesize Fast Gradients William S. Moses Valentin Churavy 53 89 0 04 Oct 2020
Explainability via Responsibility Faraz Khadivpour Matthew J. Guzdial 36 2 0 04 Oct 2020
Deep Reinforcement Learning for Delay-Oriented IoT Task Scheduling in Space-Air-Ground Integrated Network Conghao Zhou Wen Wu Hongli He Peng Yang Feng Lyu Nan Cheng Xuemin Shen Shen 51 48 0 04 Oct 2020
MDReg-Net: Multi-resolution diffeomorphic image registration using fully convolutional networks with deep self-supervision Hongming Li Yong-Xian Fan MedIm 63 16 0 04 Oct 2020
Unsupervised Monocular Depth Estimation for Night-time Images using Adversarial Domain Feature Adaptation M. Vankadari Sourav Garg A. Majumder S. Kumar Ardhendu Behera GAN MDE 62 55 0 03 Oct 2020
Expectigrad: Fast Stochastic Optimization with Robust Convergence Properties Brett Daley Chris Amato ODL 55 4 0 03 Oct 2020
Stuttering Speech Disfluency Prediction using Explainable Attribution Vectors of Facial Muscle Movements Arun Das J. Mock Henry Chacón Farzan Irani E. Golob Peyman Najafirad 95 9 0 02 Oct 2020
The Efficacy of $L_1$ Regularization in Two-Layer Neural Networks Gen Li Yuantao Gu Jie Ding 57 7 0 02 Oct 2020
Kalman Filtering Attention for User Behavior Modeling in CTR Prediction Hu Liu Jing Lu Xiwei Zhao Sulong Xu Hao Peng ... Zehua Zhang Jian Li Junsheng Jin Yongjun Bao Weipeng P. Yan 55 23 0 02 Oct 2020
Deep learning for time series classification Hassan Ismail Fawaz BDL AI4TS 79 38 0 01 Oct 2020
Sampling possible reconstructions of undersampled acquisitions in MR imaging K. Tezcan Neerav Karani Christian F. Baumgartner E. Konukoglu 44 9 0 30 Sep 2020
Immigration Document Classification and Automated Response Generation Sourav Mukherjee Tim Oates Vince DiMascio Huguens Jean Rob Ares David Widmark J. Harder 24 2 0 29 Sep 2020
Trustworthy Convolutional Neural Networks: A Gradient Penalized-based Approach Nicholas F Halliwell Freddy Lecue FAtt 118 9 0 29 Sep 2020
Towards ML Engineering: A Brief History Of TensorFlow Extended (TFX) Konstantinos Katsiapis Katsiapis Abhijit Karmarkar A. Altay Aleksandr Zaks ... Pavel A. Dournov R. Crowe S. Sirajuddin T. Warkentin Zhitao Li 34 7 0 28 Sep 2020
Accelerating Multi-Model Inference by Merging DNNs of Different Weights Joo Seong Jeong Soojeong Kim Gyeong-In Yu Yunseong Lee Byung-Gon Chun FedML MoMe AI4CE 31 7 0 28 Sep 2020
Seagull: An Infrastructure for Load Prediction and Optimized Resource Allocation Olga Poppe Tayo Amuneke Dalitso Banda Aritra De Ari Green ... Soundararajan Srinivasan Ping Xia Shize Xu Alicia Yang Yiwen Zhu 43 31 0 27 Sep 2020
Normalization Techniques in Training DNNs: Methodology, Analysis and Application Lei Huang Jie Qin Yi Zhou Fan Zhu Li Liu Ling Shao AI4CE 176 278 0 27 Sep 2020
Online Learning of Non-Markovian Reward Models Gavin Rens Jean-François Raskin Raphaël Reynouad G. Marra OffRL 60 13 0 26 Sep 2020
Bandwidth-Agile Image Transmission with Deep Joint Source-Channel Coding David Burth Kurka Deniz Gündüz 82 124 0 26 Sep 2020
Blind Image Super-Resolution with Spatial Context Hallucination Dong Huo Herbert Yang SupR 37 1 0 25 Sep 2020
HetSeq: Distributed GPU Training on Heterogeneous Infrastructure Yifan Ding Nicholas Botzer Tim Weninger VLM MoE 37 7 0 25 Sep 2020
Flexible Performant GEMM Kernels on GPUs Thomas Faingnaert Tim Besard B. De Sutter 56 19 0 25 Sep 2020
Automatic identification of fossils and abiotic grains during carbonate microfacies analysis using deep convolutional neural networks Xiaokang Liu Haijun Song 86 38 0 24 Sep 2020
FluentNet: End-to-End Detection of Speech Disfluency with Deep Learning Tedd Kourkounakis Amirhossein Hajavi Ali Etemad 56 23 0 23 Sep 2020
Tasks, stability, architecture, and compute: Training more effective learned optimizers, and using them to train themselves Luke Metz Niru Maheswaranathan C. Freeman Ben Poole Jascha Narain Sohl-Dickstein 156 61 0 23 Sep 2020
Information-Theoretic Visual Explanation for Black-Box Classifiers Jihun Yi Eunji Kim Siwon Kim Sungroh Yoon FAtt 88 6 0 23 Sep 2020
Agent-based Simulation Model and Deep Learning Techniques to Evaluate and Predict Transportation Trends around COVID-19 Ding Wang Fan Zuo Jingqin Gao Yueshuai He Zilin Bian ... K. Ozbay Joseph Y. J. Chow S. Iyer H. Nassif X. Ban 21 16 0 23 Sep 2020
TSV Extrusion Morphology Classification Using Deep Convolutional Neural Networks Brendan Reidy Golareh Jalilvand Tengfei Jiang Ramtin Zand 11 1 0 22 Sep 2020