Title
DOC3-Deep One Class Classification using Contradictions Sauptik Dhar Bernardo Gonzalez Torres 125 3 0 17 May 2021
EasyFL: A Low-code Federated Learning Platform For Dummies Weiming Zhuang Xin Gan Yonggang Wen Shuai Zhang FedML 87 48 0 17 May 2021
Dermoscopic Image Classification with Neural Style Transfer J. Y. Li Ruoqing Zhu Annie Qu Mike Yeh MedIm 46 2 0 17 May 2021
Rethinking "Batch" in BatchNorm Yuxin Wu Justin Johnson BDL 125 66 0 17 May 2021
Advances in Multi-Variate Analysis Methods for New Physics Searches at the Large Hadron Collider A. Stakia T. Dorigo G. Banelli D. Bortoletto A. Casa ... G. Strong C. Tosciri J. Varela Pietro Vischia A. Weiler 38 3 0 16 May 2021
MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation Abhishek Srivastava Debesh Jha S. Chanda Umapada Pal Haavard D. Johansen Dag Johansen Michael A. Riegler Sharib Ali Pål Halvorsen 102 209 0 16 May 2021
Stacked Deep Multi-Scale Hierarchical Network for Fast Bokeh Effect Rendering from a Single Image S. Dutta Sourya Dipta Das Nisarg A. Shah A. Tiwari 52 28 0 15 May 2021
Predicting Surface Reflectance Properties of Outdoor Scenes Under Unknown Natural Illumination Farhan Rahman Wasee Alen Joy Charalambos (Charis) Poullis 3DV 23 0 0 14 May 2021
OpenFL: An open-source framework for Federated Learning G. A. Reina Alexey Gruzdev Patrick Foley O. Perepelkina Mansi Sharma ... Sarthak Pati Prakash Narayana Moorthy Shih-Han Wang Prashant Shah Spyridon Bakas FedML AIFin 109 113 0 13 May 2021
Spelling Correction with Denoising Transformer Alexandr Kuznetsov Hector Urdiales 51 18 0 12 May 2021
SimNet: Accurate and High-Performance Computer Architecture Simulation using Deep Learning Lingda Li Santosh Pandey T. Flynn Hang Liu Noel Wheeler A. Hoisie 46 8 0 12 May 2021
Breaking the Computation and Communication Abstraction Barrier in Distributed Machine Learning Workloads Abhinav Jangda Jun Huang Guodong Liu Amir Hossein Nodehi Sabet Saeed Maleki Youshan Miao Madan Musuvathi Todd Mytkowicz Olli Saarikivi 77 64 0 12 May 2021
Directional GAN: A Novel Conditioning Strategy for Generative Networks Shradha Agrawal Shankar Venkitachalam Dhanya Raghu Deepak Pai GAN 40 2 0 12 May 2021
kdehumor at semeval-2020 task 7: a neural network model for detecting funniness in dataset humicroedit Rida Miraj Masaki Aono 22 1 0 11 May 2021
Integrating extracted information from bert and multiple embedding methods with the deep neural network for humour detection Rida Miraj Masaki Aono 39 2 0 11 May 2021
Agatha: Smart Contract for DNN Computation Zihan Zheng Peichen Xie Xian Zhang Shuo Chen Yang Chen Xiaobing Guo Guangzhong Sun Guangyu Sun Lidong Zhou GNN 61 12 0 11 May 2021
GSPMD: General and Scalable Parallelization for ML Computation Graphs Yuanzhong Xu HyoukJoong Lee Dehao Chen Blake A. Hechtman Yanping Huang ... Noam M. Shazeer Shibo Wang Tao Wang Yonghui Wu Zhifeng Chen MoE 76 131 0 10 May 2021
Scaffolding Simulations with Deep Learning for High-dimensional Deconvolution Anders Andreassen Patrick T. Komiske E. Metodiev Benjamin Nachman Adithya Suresh Jesse Thaler UQCV 77 30 0 10 May 2021
End-to-End Optical Character Recognition for Bengali Handwritten Words Farisa Benta Safir Abu Quwsar Ohi M. F. Mridha M. Monowar Md. Abdul Hamid 77 11 0 09 May 2021
Adaptive Latent Space Tuning for Non-Stationary Distributions A. Scheinker F. Cropp S. Paiagua D. Filippetto OOD 121 3 0 08 May 2021
Pareto-Optimal Quantized ResNet Is Mostly 4-bit AmirAli Abdolrashidi Lisa Wang Shivani Agrawal J. Malmaud Oleg Rybakov Chas Leichner Lukasz Lew MQ 71 36 0 07 May 2021
Scalable Projection-Free Optimization Mingrui Zhang 94 0 0 07 May 2021
Topological Uncertainty: Monitoring trained neural networks through persistence of activation graphs Théo Lacombe Yuichi Ike Mathieu Carrière Frédéric Chazal Marc Glisse Yuhei Umeda 75 23 0 07 May 2021
BasisNet: Two-stage Model Synthesis for Efficient Inference Ruotong Wang Chun-Te Chu A. Zhmoginov Andrew G. Howard Brendan Jou Yukun Zhu Li Zhang R. Hwa Adriana Kovashka 3DH 83 7 0 07 May 2021
Multi-Perspective LSTM for Joint Visual Representation Learning Alireza Sepas-Moghaddam F. Pereira P. Correia Ali Etemad 75 10 0 06 May 2021
SIPSA-Net: Shift-Invariant Pan Sharpening with Moving Object Alignment for Satellite Imagery Jaehyup Lee S. Seo Munchurl Kim 65 28 0 06 May 2021
Scalable Graph Neural Network Training: The Case for Sampling Marco Serafini Hui Guan GNN 88 28 0 05 May 2021
GRAPHOPT: constrained-optimization-based parallelization of irregular graphs Nimish Shah Wannes Meert Marian Verhelst 17 5 0 05 May 2021
GALA: Greedy ComputAtion for Linear Algebra in Privacy-Preserved Neural Networks Qiao Zhang Chunsheng Xin Hongyi Wu 76 49 0 05 May 2021
NeuroXplorer 1.0: An Extensible Framework for Architectural Exploration with Spiking Neural Networks Adarsha Balaji Shihao Song Twisha Titirsha Anup Das J. Krichmar N. Dutt J. Shackleford Nagarajan Kandasamy F. Catthoor 69 24 0 04 May 2021
Texture for Colors: Natural Representations of Colors Using Variable Bit-Depth Textures S. Baluja MQ 22 0 0 04 May 2021
Learning Traffic Speed Dynamics from Visualizations Bilal Thonnam Thodi Z. Khan Saif Eddin Jabari M. Menéndez 65 7 0 04 May 2021
GPUReplay: A 50-KB GPU Stack for Client ML Heejin Park F. Lin 72 9 0 04 May 2021
Citadel: Protecting Data Privacy and Model Confidentiality for Collaborative Learning with SGX Chengliang Zhang Junzhe Xia Baichen Yang Huancheng Puyang Wei Wang Ruichuan Chen Istemi Ekin Akkus Paarijaat Aditya Feng Yan FedML 91 39 0 04 May 2021
Billion-scale Pre-trained E-commerce Product Knowledge Graph Model Wen Zhang Chi-Man Wong Ganqiang Ye Bo Wen Wei Zhang Huajun Chen 63 24 0 02 May 2021
Neko: a Library for Exploring Neuromorphic Learning Rules Zixuan Zhao Nathan Wycoff N. Getty Rick L. Stevens Fangfang Xia 43 3 0 01 May 2021
PREDICT: Persian Reverse Dictionary Arman Malekzadeh Amin Gheibi Ali Mohades 92 7 0 01 May 2021
RATT: Leveraging Unlabeled Data to Guarantee Generalization Saurabh Garg Sivaraman Balakrishnan J. Zico Kolter Zachary Chase Lipton 92 30 0 01 May 2021
Data-driven discovery of Green's functions with human-understandable deep learning Nicolas Boullé Christopher Earls Alex Townsend PINN AI4CE 60 60 0 01 May 2021
Stealthy Backdoors as Compression Artifacts Yulong Tian Fnu Suya Fengyuan Xu David Evans 94 22 0 30 Apr 2021
Cluster-driven Graph Federated Learning over Multiple Domains Debora Caldarola Massimiliano Mancini Fabio Galasso Marco Ciccone Emanuele Rodolà Barbara Caputo FedML 125 86 0 29 Apr 2021
EmergencyNet: Efficient Aerial Image Classification for Drone-Based Emergency Monitoring Using Atrous Convolutional Feature Fusion C. Kyrkou T. Theocharides 69 137 0 28 Apr 2021
SoCRATES: System-on-Chip Resource Adaptive Scheduling using Deep Reinforcement Learning Tegg Taekyong Sung Bo Ryu 22 2 0 28 Apr 2021
PyTorch Tabular: A Framework for Deep Learning with Tabular Data Manu Joseph LMTD 83 39 0 28 Apr 2021
Discovering nonlinear resonances through physics-informed machine learning G. D. Barmparis G. P. Tsironis 9 3 0 27 Apr 2021
A Scalable and Reproducible System-on-Chip Simulation for Reinforcement Learning Tegg Taekyong Sung Bo Ryu 21 2 0 27 Apr 2021
Graph Neural Networks for Traffic Forecasting João Rico J. Barateiro Arlindo L. Oliveira AI4TS AI4CE 45 13 0 27 Apr 2021
Generating Lead Sheets with Affect: A Novel Conditional seq2seq Framework D. Makris Kat R. Agres Dorien Herremans 110 27 0 27 Apr 2021
If your data distribution shifts, use self-learning E. Rusak Steffen Schneider George Pachitariu L. Eck Peter V. Gehler Oliver Bringmann Wieland Brendel Matthias Bethge VLM OOD TTA 174 33 0 27 Apr 2021
TrustyAI Explainability Toolkit Rob Geada Tommaso Teofili Rui Vieira Rebecca Whitworth Daniele Zonca 70 2 0 26 Apr 2021