Title
Individual Tree Detection in Large-Scale Urban Environments using High-Resolution Multispectral Imagery Jonathan D. Ventura Camille Pawlak Milo Honsberger Cameron Gonsalves Julian Rice ... Keilana Sugano J. Doremus Andrew Fricker J. Yost Matthew K. Ritter 166 21 0 22 Aug 2022
Machine Learning with Confidential Computing: A Systematization of Knowledge Fan Mo Zahra Tarkhani Hamed Haddadi 94 10 0 22 Aug 2022
Learning Sub-Pixel Disparity Distribution for Light Field Depth Estimation Wentao Chao Xuechun Wang Yingqian Wang Liang Chang Fuqing Duan 90 32 0 20 Aug 2022
PyMIC: A deep learning toolkit for annotation-efficient medical image segmentation Guotai Wang Xiangde Luo Ran Gu Shuojue Yang Yijie Qu Shuwei Zhai Qianfei Zhao Kang Li Shaoting Zhang VLM 92 37 0 19 Aug 2022
L3: Accelerator-Friendly Lossless Image Format for High-Resolution, High-Throughput DNN Training Jonghyun Bae W. Baek Tae Jun Ham Jae W. Lee 94 1 0 18 Aug 2022
Detection and Mitigation of Byzantine Attacks in Distributed Training Konstantinos Konstantinidis Namrata Vaswani Aditya Ramamoorthy AAML 85 0 0 17 Aug 2022
Enhancing Audio Perception of Music By AI Picked Room Acoustics Prateek Verma J. Berger 52 0 0 16 Aug 2022
NMPC-LBF: Nonlinear MPC with Learned Barrier Function for Decentralized Safe Navigation of Multiple Robots in Unknown Environments Amir Salimi Lafmejani Spring Berman Georgios Fainekos 55 12 0 16 Aug 2022
QuickSkill: Novice Skill Estimation in Online Multiplayer Games Chaoyun Zhang Kai Wang Hao Chen Ge Fan Yingjie Li Lifang Wu Bingchao Zheng 67 8 0 15 Aug 2022
OpenMedIA: Open-Source Medical Image Analysis Toolbox and Benchmark under Heterogeneous AI Computing Platforms Jiafan Zhuang Xiansong Huang Yang Yang Jiancong Chen Yue Yu Wei-Nan Gao Ge Li Jie Chen Tong Zhang VLM 91 6 0 11 Aug 2022
PROFET: Profiling-based CNN Training Latency Prophet for GPU Cloud Instances Sungjae Lee Y. Hur Subin Park Kyungyong Lee 58 2 0 10 Aug 2022
On Fast Simulation of Dynamical System with Neural Vector Enhanced Numerical Solver Zhongzhan Huang Senwei Liang Hong Zhang Haizhao Yang Liang Lin AI4CE 101 9 0 07 Aug 2022
Fixed-Point Automatic Differentiation of Forward--Backward Splitting Algorithms for Partly Smooth Functions Sheheryar Mehmood Peter Ochs 89 3 0 05 Aug 2022
A Container-Based Workflow for Distributed Training of Deep Learning Algorithms in HPC Clusters Jose González-Abad Álvaro López García Valentin Kozlov 56 7 0 04 Aug 2022
SuperLine3D: Self-supervised Line Segmentation and Description for LiDAR Point Cloud Xiangrui Zhao Sheng Yang Tianxin Huang Jun Chen Teng Ma Ming Li Yang Liu 3DPC 78 10 0 03 Aug 2022
Coarse-to-Fine Knowledge-Enhanced Multi-Interest Learning Framework for Multi-Behavior Recommendation Chang Meng Ziqi Zhao Wei Guo Yingxue Zhang Haolun Wu Chen Gao Dong Li Xiu Li Ruiming Tang 74 26 0 03 Aug 2022
COMET: Coverage-guided Model Generation For Deep Learning Library Testing Meiziniu Li Jialun Cao Yongqiang Tian T. Li Ming Wen Shing-Chi Cheung VLM 35 23 0 02 Aug 2022
OLLIE: Derivation-based Tensor Program Optimizer Liyan Zheng Haojie Wang Jidong Zhai Muyan Hu Zixuan Ma Tuowei Wang Shizhi Tang Lei Xie Kezhao Huang Zhihao Jia 75 3 0 02 Aug 2022
IterMiUnet: A lightweight architecture for automatic blood vessel segmentation Ashish Kumar R. Agrawal Leve Joseph 47 21 0 02 Aug 2022
Understanding the classes better with class-specific and rule-specific feature selection, and redundancy control in a fuzzy rule based framework Suchismita Das Nikhil Pal 13 0 0 02 Aug 2022
On the Evaluation of User Privacy in Deep Neural Networks using Timing Side Channel Shubhi Shukla Manaar Alam Sarani Bhattacharya Debdeep Mukhopadhyay Pabitra Mitra AAML 81 2 0 01 Aug 2022
Assessing the robustness of critical behavior in stochastic cellular automata S. Pontes-Filho Pedro G. Lind Stefano Nichele 39 2 0 01 Aug 2022
Learning an Interpretable Model for Driver Behavior Prediction with Inductive Biases Salar Arbabi D. Tavernini Saber Fallah Richard Bowden 68 6 0 31 Jul 2022
Celeritas: Fast Optimizer for Large Dataflow Graphs Hengwei Xu Yong Liao Haiyong Xie Pengyuan Zhou GNN 34 1 0 30 Jul 2022
Towards Communication-efficient Vertical Federated Learning Training via Cache-enabled Local Updates Fangcheng Fu Xupeng Miao Jiawei Jiang Huanran Xue Tengjiao Wang FedML 74 24 0 29 Jul 2022
Deep Reinforcement Learning for System-on-Chip: Myths and Realities Tegg Taekyong Sung Bo Ryu 35 3 0 29 Jul 2022
Initialization and Alignment for Adversarial Texture Optimization Xiaoming Zhao Zhizhen Zhao Alex Schwing 55 2 0 28 Jul 2022
NNSmith: Generating Diverse and Valid Test Cases for Deep Learning Compilers Jiawei Liu Jinkun Lin Fabian Ruffy Cheng Tan Jinyang Li Aurojit Panda Lingming Zhang 158 75 0 26 Jul 2022
Hansel: A Chinese Few-Shot and Zero-Shot Entity Linking Benchmark Zhenran Xu Zifei Shan Yuxin Li Baotian Hu Bing Qin VLM 129 7 0 26 Jul 2022
SPAIC: A Spike-based Artificial Intelligence Computing Framework Chaofei Hong Mengwen Yuan Mengxiao Zhang Xiao Wang Chengjun Zhang Jiaxin Wang Gang Pan Zhaohui Wu Huajin Tang 34 0 0 26 Jul 2022
Static Hand Gesture Recognition for American Sign Language using Neuromorphic Hardware Mohammadreza Mohammadi Peyton S. Chandarana J. Seekings Sara Hendrix Ramtin Zand 31 11 0 25 Jul 2022
SecretGen: Privacy Recovery on Pre-Trained Models via Distribution Discrimination Zhu-rong Yuan Fan Wu Yunhui Long Chaowei Xiao Yue Liu 68 10 0 25 Jul 2022
Differential testing for machine learning: an analysis for classification algorithms beyond deep learning Steffen Herbold Steffen Tunkel 78 4 0 25 Jul 2022
Dive into Big Model Training Qinghua Liu Yuxiang Jiang MoMe AI4CE LRM 41 3 0 25 Jul 2022
$$\textit{FastSVD-ML-ROM}$: A Reduced-Order Modeling Framework based on Machine Learning for Real-Time Applications$ $\textit{FastSVD-ML-ROM}$ : A Reduced-Order Modeling Framework based on Machine Learning for Real-Time Applications G. Drakoulas T. Gortsas G. Bourantas V. Burganos D. Polyzos AI4CE 39 17 0 24 Jul 2022
Face Deblurring using Dual Camera Fusion on Mobile Phones Wei-Sheng Lai Yichang Shih Lun-Cheng Chu Xiaotong Wu Sung-Fang Tsai Michael Krainin Deqing Sun Chia-Kai Liang CVBM 3DH 79 19 0 23 Jul 2022
Do Artificial Intelligence Systems Understand? Eduardo C. Garrido-Merchán Carlos Blanco 115 6 0 22 Jul 2022
Layer-Wise Partitioning and Merging for Efficient and Scalable Deep Learning S. Akintoye Liangxiu Han H. Lloyd Xin Zhang Darren Dancey Haoming Chen Daoqiang Zhang FedML 90 5 0 22 Jul 2022
Aries: Efficient Testing of Deep Neural Networks via Labeling-Free Accuracy Estimation Qiang Hu Yuejun Guo Xiaofei Xie Maxime Cordy Lei Ma Mike Papadakis Yves Le Traon AAML 56 20 0 22 Jul 2022
Sobolev Training for Implicit Neural Representations with Approximated Image Derivatives Wentao Yuan Qingtian Zhu Xiangyue Liu Yikang Ding Haotian Zhang Fangqiu Yi 49 4 0 21 Jul 2022
UniFed: All-In-One Federated Learning Platform to Unify Open-Source Frameworks Xiaoyuan Liu Tianneng Shi Chulin Xie Qinbin Li Kangping Hu ... The-Anh Vu-Le Zhen Huang Arash Nourian Yue Liu Basel Alomair FedML 105 8 0 21 Jul 2022
Data Science and Machine Learning in Education G. Benelli Thomas Y. Chen Javier Mauricio Duarte Matthew Feickert Matthew Graham ... K. Terao S. Thais A. Roy J. Vlimant G. Chachamis AI4CE 79 5 0 19 Jul 2022
Segmenting white matter hyperintensities on isotropic three-dimensional Fluid Attenuated Inversion Recovery magnetic resonance images: Assessing deep learning tools on norwegian imaging database M. Røvang P. Selnes B. MacIntosh I. Groote Lene Paalhaugen Sudre Carole T. Fladby A. Bjørnerud 43 1 0 18 Jul 2022
An Experimental Evaluation of Machine Learning Training on a Real Processing-in-Memory System Juan Gómez Luna Yu-Yin Guo Sylvan Brocard Julien Legriel Remy Cimadomo Geraldo F. Oliveira Gagandeep Singh O. Mutlu VLM 76 16 0 16 Jul 2022
Optimizing Data Collection in Deep Reinforcement Learning James Gleeson Daniel Snider Yvonne Yang Moshe Gabel Eyal de Lara Gennady Pekhimenko 62 1 0 15 Jul 2022
Identifying Orientation-specific Lipid-protein Fingerprints using Deep Learning Fikret Aydin Konstantia Georgouli Gautham Dharuman J. Glosli F. Lightstone Helgi I. Ingólfsson P. Bremer H. Bhatia 22 0 0 14 Jul 2022
Virtual stain transfer in histology via cascaded deep neural networks Xilin Yang Bijie Bai Yijie Zhang Yuzhu Li Kevin de Haan Tairan Liu Aydogan Ozcan MedIm 47 28 0 14 Jul 2022
Graph CNN for Moving Object Detection in Complex Environments from Unseen Videos Jhony H. Giraldo S. Javed Naoufel Werghi T. Bouwmans 45 26 0 13 Jul 2022
DiverGet: A Search-Based Software Testing Approach for Deep Neural Network Quantization Assessment Ahmed Haj Yahmed Houssem Ben Braiek Foutse Khomh S. Bouzidi Rania Zaatour MQ 54 8 0 13 Jul 2022
Is one annotation enough? A data-centric image classification benchmark for noisy and ambiguous label estimation Lars Schmarje Vasco Grossmann Claudius Zelenka S. Dippel R. Kiko ... M. Pastell J. Stracke A. Valros N. Volkmann Reinahrd Koch 115 37 0 13 Jul 2022