Title
Deep learning method for identifying mass composition of ultra-high-energy cosmic rays O. Kalashev I. Kharuk M. Kuznetsov G. Rubtsov T. Sako Y. Tsunesada Y. Zhezher 28 5 0 03 Dec 2021
$Dynamic fracture of a bicontinuously nanostructured copolymer: A deep-learning analysis of big-data-generating experiment$ Dynamic fracture of a bicontinuously nanostructured copolymer: A deep-learning analysis of big-data-generating experiment Hanxun Jin Tong Jiao R. Clifton Kyung-Suk Kim AI4CE 63 25 0 03 Dec 2021
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Mesh Convolution with Continuous Filters for 3D Surface Parsing Huan Lei Naveed Akhtar M. Shah Ajmal Mian 3DPC 120 10 0 03 Dec 2021
A quantum parallel Markov chain Monte Carlo Andrew J Holbrook 65 8 0 01 Dec 2021
TinyML Platforms Benchmarking Anas Osman Usman Abid Luca Gemma Matteo Perotto Davide Brunelli ELM 66 16 0 30 Nov 2021
Energy-Efficient Inference on the Edge Exploiting TinyML Capabilities for UAVs Wamiq Raza Anas Osman F. Ferrini F. D. De Natale 66 30 0 30 Nov 2021
A Highly Configurable Hardware/Software Stack for DNN Inference Acceleration Suvadeep Banerjee Steve Burns P. Cocchini A. Davare Shweta Jain D. Kirkpatrick A. Sorokin Jin Yang Zhenkun Yang 89 9 0 29 Nov 2021
Privacy-Preserving Serverless Edge Learning with Decentralized Small Data Shih-Chun Lin Chia-Hung Lin 48 4 0 29 Nov 2021
Architecture Matters: Investigating the Influence of Differential Privacy on Neural Network Design Niklas Hasebrook T. Dehling Ali Sunyaev 43 5 0 29 Nov 2021
Comparing Machine Learning and Interpolation Methods for Loop-Level Calculations Ibrahim Chahrour J. Wells 97 12 0 29 Nov 2021
FashionSearchNet-v2: Learning Attribute Representations with Localization for Image Retrieval with Attribute Manipulation Kenan E. Ak Joo-Hwee Lim Ying Sun J. Y. Tham A. Kassim OOD AI4TS 71 3 0 28 Nov 2021
An Optimization Framework for Federated Edge Learning Yangchen Li Ying Cui Vincent K. N. Lau FedML 65 7 0 26 Nov 2021
Toward an Idiomatic Framework for Cognitive Robotics Malte Rørmose Damgaard Rasmus Pedersen T. Bak LM&Ro 77 3 0 25 Nov 2021
Robustness against Adversarial Attacks in Neural Networks using Incremental Dissipativity B. Aquino Arash Rahnama Peter M. Seiler Lizhen Lin Vijay Gupta AAML 58 8 0 25 Nov 2021
Towards an Efficient Semantic Segmentation Method of ID Cards for Verification Systems Rodrigo Lara A. Valenzuela Daniel Schulz Juan Tapia Christoph Busch 54 5 0 24 Nov 2021
A stacked deep convolutional neural network to predict the remaining useful life of a turbofan engine D. Martín Juan Galán Páez J. Borrego-Díaz 45 14 0 24 Nov 2021
Serpens: A High Bandwidth Memory Based Accelerator for General-Purpose Sparse Matrix-Vector Multiplication Linghao Song Yuze Chi Licheng Guo Jason Cong 75 43 0 24 Nov 2021
PU-Transformer: Point Cloud Upsampling Transformer Shi Qiu Saeed Anwar Nick Barnes 3DPC ViT 91 53 0 24 Nov 2021
Non-invasive hemodynamic analysis for aortic regurgitation using computational fluid dynamics and deep learning Derek Long Cameron McMurdo E. Ferdian C. Mauger David Marlevi Alistair A. Young Martyn Nash AI4CE 80 1 0 23 Nov 2021
Music Classification: Beyond Supervised Learning, Towards Real-world Applications Minz Won Janne Spijkervet Keunwoo Choi VLM 63 13 0 23 Nov 2021
KML: Using Machine Learning to Improve Storage Systems I. Akgun A. S. Aydin Andrew Burford Michael McNeill Michael Arkhangelskiy Aadil Shaikh L. Velikov E. Zadok 57 1 0 22 Nov 2021
pmSensing: A Participatory Sensing Network for Predictive Monitoring of Particulate Matter L. Sachetti Enzo B. Cussuol J. Nogueira Vinícius F. S. Mota 21 0 0 22 Nov 2021
Learning by Active Forgetting for Neural Networks Jian Peng Xian Sun Min Deng Chao Tao Bo Tang ... Guohua Wu Qing Zhu Yu Liu Tao R. Lin Haifeng Li CLL KELM AI4CE 89 3 0 21 Nov 2021
HeterPS: Distributed Deep Learning With Reinforcement Learning Based Scheduling in Heterogeneous Environments Ji Liu Zhihua Wu Dianhai Yu Yanjun Ma Danlei Feng Minxu Zhang Xinxuan Wu Xuefeng Yao Dejing Dou 76 49 0 20 Nov 2021
Explainable Biomedical Recommendations via Reinforcement Learning Reasoning on Knowledge Graphs G. Edwards Sebastian Nilsson Benedek Rozemberczki Eliseo Papa 79 12 0 20 Nov 2021
Teacher-Student Training and Triplet Loss to Reduce the Effect of Drastic Face Occlusion Mariana-Iuliana Georgescu Georgian-Emilian Duta Radu Tudor Ionescu 3DH CVBM 55 19 0 20 Nov 2021
Modeling Design and Control Problems Involving Neural Network Surrogates Dominic Yang Prasanna Balaprakash S. Leyffer 58 15 0 20 Nov 2021
Combined Scaling for Zero-shot Transfer Learning Hieu H. Pham Zihang Dai Golnaz Ghiasi Kenji Kawaguchi Hanxiao Liu ... Yi-Ting Chen Minh-Thang Luong Yonghui Wu Mingxing Tan Quoc V. Le VLM 148 202 0 19 Nov 2021
A Conformer-based ASR Frontend for Joint Acoustic Echo Cancellation, Speech Enhancement and Speech Separation Tom O'Malley A. Narayanan Quan Wang Alex Park James Walker N. Howard 59 28 0 18 Nov 2021
QGTC: Accelerating Quantized Graph Neural Networks via GPU Tensor Core Yuke Wang Boyuan Feng Yufei Ding GNN 83 43 0 18 Nov 2021
Benchmarking and scaling of deep learning models for land cover image classification Ioannis Papoutsis Nikolaos Ioannis Bountos Angelos Zavras Dimitrios Michail Christos Tryfonopoulos 108 61 0 18 Nov 2021
Learning Free-Surface Flow with Physics-Informed Neural Networks Raphael Leiteritz Marcel Hurler Dirk Pflüger PINN AI4CE 55 7 0 17 Nov 2021
Segmentation of Lung Tumor from CT Images using Deep Supervision F. Farheen Md. Salman Shamil Nabil Ibtehaz Mohammad Sohel Rahman 36 5 0 17 Nov 2021
Learning Scene Dynamics from Point Cloud Sequences Pan He Patrick Emami Sanjay Ranka Anand Rangarajan 3DPC 81 18 0 16 Nov 2021
Automatic Semantic Segmentation of the Lumbar Spine: Clinical Applicability in a Multi-parametric and Multi-centre Study on Magnetic Resonance Images J. J. Sáenz-Gamboa J. Domenech Antonio Alonso-Manjarrés Jon A. Gómez Human Language Technology research center - Universitat Valencia 46 0 0 16 Nov 2021
CGX: Adaptive System Support for Communication-Efficient Deep Learning I. Markov Hamidreza Ramezanikebrya Dan Alistarh GNN 82 5 0 16 Nov 2021
Dynamic Placement of Rapidly Deployable Mobile Sensor Robots Using Machine Learning and Expected Value of Information A. Agogino Hae Young Jang V. Rao Ritik Batra Felicity Liao R. Sood Irving Fang R. Hu Emerson Shoichet-Bartus John Matranga 6 0 0 15 Nov 2021
A Central Difference Graph Convolutional Operator for Skeleton-Based Action Recognition Shuangyan Miao Yonghong Hou Zhimin Gao Mingliang Xu Wanqing Li GNN 50 45 0 13 Nov 2021
AlphaRotate: A Rotation Detection Benchmark using TensorFlow Xue Yang Yue Zhou Junchi Yan 118 12 0 12 Nov 2021
Online-compatible Unsupervised Non-resonant Anomaly Detection Vinicius Mikuni Benjamin Nachman David Shih 72 35 0 11 Nov 2021
Persia: An Open, Hybrid System Scaling Deep Learning-based Recommenders up to 100 Trillion Parameters Xiangru Lian Binhang Yuan Xuefeng Zhu Yulong Wang Yongjun He ... Lei Yuan Hai-bo Yu Sen Yang Ce Zhang Ji Liu VLM 99 36 0 10 Nov 2021
Efficient Neural Network Training via Forward and Backward Propagation Sparsification Xiao Zhou Weizhong Zhang Zonghao Chen Shizhe Diao Tong Zhang 99 46 0 10 Nov 2021
DistIR: An Intermediate Representation and Simulator for Efficient Neural Network Distribution Keshav Santhanam Siddharth Krishna Ryota Tomioka Tim Harris Matei A. Zaharia 32 5 0 09 Nov 2021
On Training Implicit Models Zhengyang Geng Xinyu Zhang Shaojie Bai Yisen Wang Zhouchen Lin 133 72 0 09 Nov 2021
Exploiting Robust Unsupervised Video Person Re-identification Xianghao Zang Gezhong Li Wei-Nan Gao Xiujun Shu VOS 83 12 0 09 Nov 2021
Dynamic Parameterized Network for CTR Prediction Jian Zhu Congcong Liu Pei Wang Xiwei Zhao Guangpeng Chen Junsheng Jin Changping Peng Zhangang Lin Jingping Shao 59 2 0 09 Nov 2021
A Survey and Empirical Evaluation of Parallel Deep Learning Frameworks Daniel Nichols Siddharth Singh Shuqing Lin A. Bhatele OOD 64 9 0 09 Nov 2021
Machine Learning Guided 3D Image Recognition for Carbonate Pore and Mineral Volumes Determination Omar Alfarisi Aikifa Raza Hongtao Zhang Djamel Ozzane M. Sassi TieJun Zhang 120 13 0 08 Nov 2021