Title
SplitBrain: Hybrid Data and Model Parallel Deep Learning Farley Lai Asim Kadav E. Kruus FedML MoE 18 2 0 31 Dec 2021
Colour alignment for relative colour constancy via non-standard references Yunfeng Zhao S. Ferguson Huiyu Zhou C. Elliott K. Rafferty 107 5 0 30 Dec 2021
PINNs for the Solution of the Hyperbolic Buckley-Leverett Problem with a Non-convex Flux Function W. Diab M. A. Kobaisi PINN 35 6 0 29 Dec 2021
Feature matching as improved transfer learning technique for wearable EEG E. Heremans Huy P Phan A. Ansari Pascal Borzée B. Buyse D. Testelmans M. D. Vos OOD 89 10 0 29 Dec 2021
Uniform-in-Phase-Space Data Selection with Iterative Normalizing Flows M. Hassanaly Bruce A. Perry M. Mueller S. Yellapantula 79 5 0 28 Dec 2021
GANISP: a GAN-assisted Importance SPlitting Probability Estimator M. Hassanaly Andrew Glaws Ryan N. King 66 1 0 28 Dec 2021
Recursive Least-Squares Estimator-Aided Online Learning for Visual Tracking Jin Gao Yan Lu Xiaojuan Qi Yutong Kou Bing Li Liang Li Shan Yu Weiming Hu 82 2 0 28 Dec 2021
A Moment in the Sun: Solar Nowcasting from Multispectral Satellite Data using Self-Supervised Learning A. S. Bansal Trapit Bansal David Irwin AI4TS 63 8 0 28 Dec 2021
Automatic Configuration for Optimal Communication Scheduling in DNN Training Yiqing Ma Hao Wang Yiming Zhang Kai Chen 48 12 0 27 Dec 2021
Delivery Issues Identification from Customer Feedback Data Ankush Chopra Mahima Arora Shubham Pandey 27 2 0 26 Dec 2021
Large-scale Machine Learning Cluster Scheduling via Multi-agent Graph Reinforcement Learning Xiaoyang Zhao Chuan Wu 52 18 0 26 Dec 2021
Silent Bugs in Deep Learning Frameworks: An Empirical Study of Keras and TensorFlow Florian Tambon Amin Nikanjam Le An Foutse Khomh G. Antoniol 55 40 0 26 Dec 2021
Cyberattack Detection in Large-Scale Smart Grids using Chebyshev Graph Convolutional Networks Osman Boyaci M. Narimani K. Davis E. Serpedin GNN 90 15 0 25 Dec 2021
Enabling Real-time On-chip Audio Super Resolution for Bone Conduction Microphones Yuang Li Yuntao wang Xin Liu Yuanchun Shi Shao-fu Shih 39 15 0 24 Dec 2021
Missing Velocity in Dynamic Obstacle Avoidance based on Deep Reinforcement Learning Fabian Hart Martin Waltz Ostap Okhrin 43 0 0 23 Dec 2021
InstaIndoor and Multi-modal Deep Learning for Indoor Scene Recognition A. Glavan Estefanía Talavera 62 10 0 23 Dec 2021
SOLIS -- The MLOps journey from data acquisition to actionable insights R. Ciobanu Alexandru Purdila Laurentiu Piciu A. Damian 43 3 0 22 Dec 2021
HP-GNN: Generating High Throughput GNN Training Implementation on CPU-FPGA Heterogeneous Platform Yi-Chien Lin Bingyi Zhang Viktor Prasanna GNN 64 34 0 22 Dec 2021
Multigoal-oriented dual-weighted-residual error estimation using deep neural networks Ayan Chakraborty T. Wick X. Zhuang Timon Rabczuk 67 8 0 21 Dec 2021
Learned ISTA with Error-based Thresholding for Adaptive Sparse Coding Ziang Li Kailun Wu Yiwen Guo Changshui Zhang 69 1 0 21 Dec 2021
Adaptive Incentive Design with Multi-Agent Meta-Gradient Reinforcement Learning Jiachen Yang Ethan Wang Rakshit S. Trivedi T. Zhao H. Zha 86 20 0 20 Dec 2021
Latte: Cross-framework Python Package for Evaluation of Latent-Based Generative Models Alon Jacovi Junyoung Lee Alexander Lerch DRL 45 1 0 20 Dec 2021
Efficient Wind Speed Nowcasting with GPU-Accelerated Nearest Neighbors Algorithm Arnaud Pannatier R. Picatoste Franccois Fleuret 29 4 0 20 Dec 2021
Estimating Causal Effects of Multi-Aspect Online Reviews with Multi-Modal Proxies Lu Cheng Ruocheng Guo Huan Liu CML 64 6 0 19 Dec 2021
Efficient Strong Scaling Through Burst Parallel Training S. Park Joshua Fried Sunghyun Kim Mohammad Alizadeh Adam Belay GNN LRM 64 11 0 19 Dec 2021
Wasserstein Generative Learning of Conditional Distribution Shiao Liu Xingyu Zhou Yuling Jiao Jian Huang GAN 70 21 0 19 Dec 2021
Android-COCO: Android Malware Detection with Graph Neural Network for Byte- and Native-Code Peng Xu 46 5 0 19 Dec 2021
Deeper Learning with CoLU Activation Advait Vagerwal 26 1 0 18 Dec 2021
Learning to Model the Relationship Between Brain Structural and Functional Connectomes Yang Li Gonzalo Mateos Zhengwu Zhang 54 11 0 18 Dec 2021
LegoDNN: Block-grained Scaling of Deep Neural Networks for Mobile Vision Rui Han Qinglong Zhang C. Liu Guoren Wang Jian Tang L. Chen 75 45 0 18 Dec 2021
BGL: GPU-Efficient GNN Training by Optimizing Graph Data I/O and Preprocessing Tianfeng Liu Yangrui Chen Dan Li Chuan Wu Yibo Zhu Jun He Size Zheng Hongzheng Chen Hongzhi Chen Chuanxiong Guo GNN 81 79 0 16 Dec 2021
Torch.fx: Practical Program Capture and Transformation for Deep Learning in Python James K. Reed Zach DeVito Horace He Ansley Ussery Jason Ansel CLIP 50 49 0 15 Dec 2021
CPPE-5: Medical Personal Protective Equipment Dataset Rishit Dagli A. Shaikh 99 12 0 15 Dec 2021
Weed Recognition using Deep Learning Techniques on Class-imbalanced Imagery A. S. M. Mahmudul Hasan Ferdous Sohel D. Diepeveen Hamid Laga Michael G. K. Jones 46 19 0 15 Dec 2021
HET: Scaling out Huge Embedding Model Training via Cache-enabled Distributed Framework Xupeng Miao Hailin Zhang Yining Shi Xiaonan Nie Zhi-Xin Yang Yangyu Tao Tengjiao Wang 72 58 0 14 Dec 2021
Federated Nearest Neighbor Classification with a Colony of Fruit-Flies: With Supplement Parikshit Ram Kaushik Sinha FedML 67 1 0 14 Dec 2021
GLaM: Efficient Scaling of Language Models with Mixture-of-Experts Nan Du Yanping Huang Andrew M. Dai Simon Tong Dmitry Lepikhin ... Kun Zhang Quoc V. Le Yonghui Wu Zhiwen Chen Claire Cui ALM MoE 327 835 0 13 Dec 2021
HiClass: a Python library for local hierarchical classification compatible with scikit-learn Fábio M. Miranda Niklas Köhnecke B. Renard 171 17 0 13 Dec 2021
Programming with Neural Surrogates of Programs Alex Renda Yi Ding Michael Carbin 41 4 0 12 Dec 2021
OstrichRL: A Musculoskeletal Ostrich Simulation to Study Bio-mechanical Locomotion V. Barbera Fabio Pardo Yuval Tassa M. Daley C. Richards Petar Kormushev J. Hutchinson 76 12 0 11 Dec 2021
Acoustic Sensing-based Hand Gesture Detection for Wearable Device Interaction Bing Zhou Matias Aiskovich Sinem Güven Kaya 41 5 0 11 Dec 2021
Hybrid Neural Networks for On-device Directional Hearing Anran Wang Maruchi Kim Hao Zhang Shyamnath Gollakota 66 16 0 11 Dec 2021
Shennong: a Python toolbox for audio speech features extraction Mathieu Bernard Maxime Poli Julien Karadayi Emmanuel Dupoux 89 5 0 10 Dec 2021
A fully-differentiable compressible high-order computational fluid dynamics solver Deniz A. Bezgin Aaron B. Buhendwa Nikolaus A. Adams AI4CE 51 3 0 09 Dec 2021
Model-Value Inconsistency as a Signal for Epistemic Uncertainty Angelos Filos Eszter Vértes Zita Marinho Gregory Farquhar Diana Borsa A. Friesen Feryal M. P. Behbahani Tom Schaul André Barreto Simon Osindero 104 7 0 08 Dec 2021
In-flight Novelty Detection with Convolutional Neural Networks A. Hartwell Felipe J. Montana William R. Jacobs V. Kadirkamanathan A. Mills Tom S. Clark 56 6 0 07 Dec 2021
Hybrid guiding: A multi-resolution refinement approach for semantic segmentation of gigapixel histopathological images André Pedersen Erik Smistad T. V. Rise V. G. Dale H. S. Pettersen T. Nordmo D. Bouget Ingerid Reinertsen Marit Valla 72 3 0 07 Dec 2021
Incentive Compatible Pareto Alignment for Multi-Source Large Graphs Jian Liang Fangrui Lv Di Liu Zehui Dai Xu Tian Shuang Li Fei Wang Han Li 68 0 0 06 Dec 2021
End-to-end Adaptive Distributed Training on PaddlePaddle Yulong Ao Zhihua Wu Dianhai Yu Weibao Gong Zhiqing Kui ... Yanjun Ma Tian Wu Haifeng Wang Wei Zeng Chao Yang 118 11 0 06 Dec 2021
Face Trees for Expression Recognition Mojtaba Kolahdouzi Alireza Sepas-Moghaddam Ali Etemad CVBM 66 9 0 05 Dec 2021