Title
"If you could see me through my eyes": Predicting Pedestrian Perception Julian Petzold Mostafa Wahby F. Stark Ulrich Behrje Heiko Hamann 85 3 0 28 Feb 2022
Rule-based Evolutionary Bayesian Learning T. Botsas L. Mason Omar K. Matar Indranil Pan 43 1 0 28 Feb 2022
Gait Events Prediction using Hybrid CNN-RNN-based Deep Learning models through a Single Waist-worn Wearable Sensor Muhammad Zeeshan Arshad Ankhzaya Jamsrandorj Jinwook Kim Kyung-Ryoul Mun HAI 54 24 0 28 Feb 2022
Automated Identification of Toxic Code Reviews Using ToxiCR Jaydeb Sarker Asif Kamal Turzo Mingyou Dong Amiangshu Bosu 75 35 0 26 Feb 2022
Composing Complex and Hybrid AI Solutions Peter Schuller Joao P. Costeira James Crowley Jasmin Grosinger F. Ingrand Uwe Kockemann A. Saffiotti Martin Welss 29 6 0 25 Feb 2022
A Note on Machine Learning Approach for Computational Imaging Bin Dong 64 0 0 24 Feb 2022
New Benchmark for Household Garbage Image Recognition Zhize Wu Huan-Yi Li Xiang Wang Zijun Wu Lekang Zou Lixiang Xu Ming Tan VLM 44 20 0 24 Feb 2022
Physics-informed neural networks for inverse problems in supersonic flows Ameya Dilip Jagtap Zhiping Mao Nikolaus Adams George Karniadakis PINN 56 228 0 23 Feb 2022
Super-resolution GANs of randomly-seeded fields A. Güemes C. S. Vila S. Discetti 29 10 0 23 Feb 2022
Memory Planning for Deep Neural Networks Maksim Levental 70 4 0 23 Feb 2022
PyTorch Geometric Signed Directed: A Software Package on Graph Neural Networks for Signed and Directed Graphs Yixuan He Xitong Zhang Junjie Huang Benedek Rozemberczki Mihai Cucuringu Gesine Reinert 88 18 0 22 Feb 2022
Distilled Neural Networks for Efficient Learning to Rank F. M. Nardini Cosimo Rulli Salvatore Trani Rossano Venturini FedML 58 16 0 22 Feb 2022
Myriad: a real-world testbed to bridge trajectory optimization and deep learning Nikolaus H. R. Howe Simon Dufort-Labbé Nitarshan Rajkumar Pierre-Luc Bacon 72 5 0 22 Feb 2022
VADOI:Voice-Activity-Detection Overlapping Inference For End-to-end Long-form Speech Recognition Jinhan Wang Xiaosu Tong Jinxi Guo Di He Roland Maas 71 5 0 22 Feb 2022
Energy-Efficient Respiratory Anomaly Detection in Premature Newborn Infants A. Paul Md. Abu Saleh Tajin Anup Das W. Mongan K. Dandekar 79 12 0 21 Feb 2022
Classical versus Quantum: comparing Tensor Network-based Quantum Circuits on LHC data Jack Y. Araz M. Spannowsky 95 14 0 21 Feb 2022
AD for an Array Language with Nested Parallelism Robert Schenck O. Rønning Troels Henriksen C. Oancea 41 10 0 21 Feb 2022
Enabling On-Device Smartphone GPU based Training: Lessons Learned Anish Das Young D. Kwon Jagmohan Chauhan Cecilia Mascolo 3DH 81 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 60 48 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 42 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 87 9 0 19 Feb 2022
Missing Data Infill with Automunge Nicholas J. Teague 65 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 106 48 0 18 Feb 2022
Ensemble Conformalized Quantile Regression for Probabilistic Time Series Forecasting Vilde Jensen F. Bianchi S. N. Anfinsen AI4TS 208 39 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 104 26 0 17 Feb 2022
Gradients without Backpropagation A. G. Baydin Barak A. Pearlmutter Don Syme Frank Wood Philip Torr 82 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 42 72 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 32 2 0 16 Feb 2022
Machine Learning in Aerodynamic Shape Optimization Ji-chao Li Xiaosong Du J. Martins AI4CE 97 195 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 80 57 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 Yudong Han Xuanzhe Liu 82 49 0 14 Feb 2022
State-of-the-Art Review of Design of Experiments for Physics-Informed Deep Learning Sourav Das S. Tesfamariam PINN AI4CE 84 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 69 33 0 13 Feb 2022
Fuzzy Pooling Dimitrios E. Diamantis D. Iakovidis 28 20 0 12 Feb 2022
Benchmark Assessment for DeepSpeed Optimization Library G. Liang I. Alsmadi 66 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 31 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 71 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 83 10 0 10 Feb 2022
Conditional Drums Generation using Compound Word Representations D. Makris Guo Zixun Maximos A. Kaliakatsos-Papakostas Dorien Herremans 72 10 0 09 Feb 2022
Object-Guided Day-Night Visual Localization in Urban Scenes Assia Benbihi C´edric Pradalier Ondřej Chum 39 4 0 09 Feb 2022
Physics-informed neural networks for solving parametric magnetostatic problems Andrés Beltrán-Pulido Ilias Bilionis D. Aliprantis 83 37 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 66 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 36 45 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 71 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 53 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 93 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 72 38 0 04 Feb 2022
Identifying stimulus-driven neural activity patterns in multi-patient intracranial recordings Jeremy R. Manning 44 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 29 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 52 36 0 03 Feb 2022