Title
Energy-Efficient Respiratory Anomaly Detection in Premature Newborn Infants A. Paul Md. Abu Saleh Tajin Anup Das W. Mongan K. Dandekar 60 11 0 21 Feb 2022
Classical versus Quantum: comparing Tensor Network-based Quantum Circuits on LHC data Jack Y. Araz M. Spannowsky 49 14 0 21 Feb 2022
AD for an Array Language with Nested Parallelism Robert Schenck O. Rønning Troels Henriksen C. Oancea 22 10 0 21 Feb 2022
Enabling On-Device Smartphone GPU based Training: Lessons Learned Anish Das Young D. Kwon Jagmohan Chauhan Cecilia Mascolo 3DH 37 11 0 21 Feb 2022
Coverage-Guided Tensor Compiler Fuzzing with Joint IR-Pass Mutation Jiawei Liu Yuxiang Wei Sen Yang Yinlin Deng Lingming Zhang 41 41 0 21 Feb 2022
SRL-SOA: Self-Representation Learning with Sparse 1D-Operational Autoencoder for Hyperspectral Image Band Selection Mete Ahishali S. Kiranyaz I. Ahmad Moncef Gabbouj 17 9 0 20 Feb 2022
Predicting emotion from music videos: exploring the relative contribution of visual and auditory information to affective responses Phoebe K. Chua D. Makris Dorien Herremans Gemma Roig Design 47 8 0 19 Feb 2022
Missing Data Infill with Automunge Nicholas J. Teague 40 3 0 19 Feb 2022
Trusted AI in Multi-agent Systems: An Overview of Privacy and Security for Distributed Learning Chuan Ma Jun Li Kang Wei Bo Liu Ming Ding Long Yuan Zhu Han H. Vincent Poor 68 43 0 18 Feb 2022
Ensemble Conformalized Quantile Regression for Probabilistic Time Series Forecasting Vilde Jensen F. Bianchi S. N. Anfinsen AI4TS 17 36 0 17 Feb 2022
Where Is My Training Bottleneck? Hidden Trade-Offs in Deep Learning Preprocessing Pipelines Alexander Isenko R. Mayer Jeffrey Jedele Hans-Arno Jacobsen 33 23 0 17 Feb 2022
Gradients without Backpropagation A. G. Baydin Barak A. Pearlmutter Don Syme Frank Wood Philip Torr 48 67 0 17 Feb 2022
TorchDrug: A Powerful and Flexible Machine Learning Platform for Drug Discovery Zhaocheng Zhu Chence Shi Zuobai Zhang Shengchao Liu Minghao Xu ... Chang Ma Runcheng Liu Louis-Pascal Xhonneux Meng Qu Jian Tang OOD VLM MedIm 14 70 0 16 Feb 2022
BB-ML: Basic Block Performance Prediction using Machine Learning Techniques H. Abdelkhalik Shammi Aktar Yehia Arafa Atanu Barai Gopinath Chennupati ... N. Panda Nirmal Prajapati Nazmul Haque Turja S. Eidenbenz Abdel-Hameed A. Badawy 11 2 0 16 Feb 2022
Machine Learning in Aerodynamic Shape Optimization Ji-chao Li Xiaosong Du J. Martins AI4CE 44 187 0 15 Feb 2022
Learned Turbulence Modelling with Differentiable Fluid Solvers: Physics-based Loss-functions and Optimisation Horizons Bjorn List Li-Wei Chen Nils Thuerey 38 56 0 14 Feb 2022
Benchmarking of DL Libraries and Models on Mobile Devices Qiyang Zhang Xiang Li Xiangying Che Xiao Ma Ao Zhou Mengwei Xu Shangguang Wang Yun Ma Xuanzhe Liu 35 48 0 14 Feb 2022
State-of-the-Art Review of Design of Experiments for Physics-Informed Deep Learning Sourav Das S. Tesfamariam PINN AI4CE 31 20 0 13 Feb 2022
LighTN: Light-weight Transformer Network for Performance-overhead Tradeoff in Point Cloud Downsampling Xu Wang Yi Jin Yigang Cen Tao Wang Bowen Tang Yidong Li ViT 29 28 0 13 Feb 2022
Fuzzy Pooling Dimitrios E. Diamantis D. Iakovidis 19 19 0 12 Feb 2022
Benchmark Assessment for DeepSpeed Optimization Library G. Liang I. Alsmadi 39 3 0 12 Feb 2022
Lightning: Scaling the GPU Programming Model Beyond a Single GPU Stijn Heldens P. Hijma Ben van Werkhoven Jason Maassen Rob van Nieuwpoort BDL GNN LRM 14 5 0 11 Feb 2022
ChemicalX: A Deep Learning Library for Drug Pair Scoring Benedek Rozemberczki Charles Tapley Hoyt A. Gogleva Piotr Grabowski Klas Karis ... Sebastian Nilsson M. Ughetto Yu Wang Hanyu Wang Benjamin M. Gyori 45 25 0 10 Feb 2022
Explainable Machine Learning for Breakdown Prediction in High Gradient RF Cavities Christoph Obermair T. Cartier-Michaud A. Apollonio W. Millar L. Felsberger ... W. Wuensch N. C. Lasheras M. Boronat Franz Pernkopf G. Burt 41 10 0 10 Feb 2022
Conditional Drums Generation using Compound Word Representations D. Makris Guo Zixun Maximos A. Kaliakatsos-Papakostas Dorien Herremans 37 10 0 09 Feb 2022
Object-Guided Day-Night Visual Localization in Urban Scenes Assia Benbihi C´edric Pradalier Ondřej Chum 24 4 0 09 Feb 2022
Physics-informed neural networks for solving parametric magnetostatic problems Andrés Beltrán-Pulido Ilias Bilionis D. Aliprantis 35 35 0 08 Feb 2022
Deep learning fluid flow reconstruction around arbitrary two-dimensional objects from sparse sensors using conformal mappings Ali Girayhan Ozbay S. Laizet AI4CE 43 16 0 08 Feb 2022
A Survey of Breast Cancer Screening Techniques: Thermography and Electrical Impedance Tomography Juan Pablo Zuluaga Noureddine Zerhouni Z. A. Masry C. Devalland C. Varnier 16 43 0 08 Feb 2022
Accurate super-resolution low-field brain MRI Juan Eugenio Iglesias Riana L. Schleicher Sean Laguna Benjamin Billot P. Schaefer Brenna N. Mckaig J. Goldstein Kevin N. Sheth Matthew S. Rosen W. T. Kimberly 33 6 0 07 Feb 2022
Unsupervised physics-informed disentanglement of multimodal data for high-throughput scientific discovery N. Trask Carianne Martinez Kookjin Lee Brad L. Boyce DRL AI4CE 22 7 0 07 Feb 2022
Gradient boosting machines and careful pre-processing work best: ASHRAE Great Energy Predictor III lessons learned Clayton Miller Liu Hao Chunlei Fu AI4CE 60 6 0 07 Feb 2022
Towards Training Reproducible Deep Learning Models Boyuan Chen Mingzhi Wen Yong Shi Dayi Lin Gopi Krishnan Rajbahadur Zhen Ming Z. Jiang SyDa 34 37 0 04 Feb 2022
Identifying stimulus-driven neural activity patterns in multi-patient intracranial recordings Jeremy R. Manning 20 0 0 04 Feb 2022
Who will Leave a Pediatric Weight Management Program and When? -- A machine learning approach for predicting attrition patterns Hamed Fayyaz T. Phan H. Bunnell Rahmatollah Beheshti MU 14 1 0 03 Feb 2022
Systems Biology: Identifiability analysis and parameter identification via systems-biology informed neural networks Mitchell Daneker Zhen Zhang George Karniadakis Lu Lu CML 7 35 0 03 Feb 2022
FORML: Learning to Reweight Data for Fairness Bobby Yan Skyler Seto N. Apostoloff FaML 40 11 0 03 Feb 2022
Bayesian MRI Reconstruction with Joint Uncertainty Estimation using Diffusion Models Guanxiong Luo Moritz Blumenthal Martin Heide M. Uecker DiffM MedIm 32 70 0 03 Feb 2022
Security-Aware Virtual Network Embedding Algorithm based on Reinforcement Learning Peiying Zhang Chao Wang Chunxiao Jiang A. Benslimane 16 62 0 03 Feb 2022
Accelerated Quality-Diversity through Massive Parallelism Bryan Lim Maxime Allard Luca Grillotti Antoine Cully 40 16 0 02 Feb 2022
GADGET: Online Resource Optimization for Scheduling Ring-All-Reduce Learning Jobs Menglu Yu Ye Tian Bo Ji Chuan Wu Hridesh Rajan Jia-Wei Liu 30 17 0 02 Feb 2022
Modularity-Aware Graph Autoencoders for Joint Community Detection and Link Prediction Guillaume Salha-Galvan J. Lutzeyer George Dasoulas Romain Hennequin Michalis Vazirgiannis 37 51 0 02 Feb 2022
Using Deep Learning to Bootstrap Abstractions for Hierarchical Robot Planning Naman Shah Siddharth Srivastava 35 18 0 02 Feb 2022
Fast Convex Optimization for Two-Layer ReLU Networks: Equivalent Model Classes and Cone Decompositions Aaron Mishkin Arda Sahiner Mert Pilanci OffRL 80 30 0 02 Feb 2022
Black-box Bayesian inference for economic agent-based models Joel Dyer Patrick W Cannon J. Farmer Sebastian M. Schmon 38 24 0 01 Feb 2022
TopoOpt: Co-optimizing Network Topology and Parallelization Strategy for Distributed Training Jobs Weiyang Wang Moein Khazraee Zhizhen Zhong M. Ghobadi Zhihao Jia Dheevatsa Mudigere Ying Zhang A. Kewitsch 39 85 0 01 Feb 2022
Improving Parametric Neural Networks for High-Energy Physics (and Beyond) Luca Anzalone T. Diotalevi D. Bonacorsi 37 3 0 01 Feb 2022
Tutorial on amortized optimization Brandon Amos OffRL 91 44 0 01 Feb 2022
Assessment of DeepONet for reliability analysis of stochastic nonlinear dynamical systems Shailesh Garg Harshit Gupta S. Chakraborty 32 16 0 31 Jan 2022
Neural-PIM: Efficient Processing-In-Memory with Neural Approximation of Peripherals Weidong Cao Yilong Zhao Adith Boloor Yinhe Han Xuan Zhang Li Jiang 43 19 0 30 Jan 2022