Title
IterMiUnet: A lightweight architecture for automatic blood vessel segmentation Ashish Kumar R. Agrawal Leve Joseph 22 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 6 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 27 2 0 01 Aug 2022
Assessing the robustness of critical behavior in stochastic cellular automata S. Pontes-Filho Pedro G. Lind Stefano Nichele 37 2 0 01 Aug 2022
Learning an Interpretable Model for Driver Behavior Prediction with Inductive Biases Salar Arbabi D. Tavernini Saber Fallah Richard Bowden 32 6 0 31 Jul 2022
Celeritas: Fast Optimizer for Large Dataflow Graphs Hengwei Xu Yong Liao Haiyong Xie Pengyuan Zhou GNN 25 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 Bin Cui FedML 32 21 0 29 Jul 2022
Deep Reinforcement Learning for System-on-Chip: Myths and Realities Tegg Taekyong Sung Bo Ryu 19 3 0 29 Jul 2022
Initialization and Alignment for Adversarial Texture Optimization Xiaoming Zhao Zhizhen Zhao Alex Schwing 17 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 76 57 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 28 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 13 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 11 10 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 23 8 0 25 Jul 2022
Differential testing for machine learning: an analysis for classification algorithms beyond deep learning Steffen Herbold Steffen Tunkel 36 4 0 25 Jul 2022
Dive into Big Model Training Qinghua Liu Yuxiang Jiang MoMe AI4CE LRM 21 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 18 15 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 33 19 0 23 Jul 2022
Do Artificial Intelligence Systems Understand? Eduardo C. Garrido-Merchán Carlos Blanco 22 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 34 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 20 18 0 22 Jul 2022
Sobolev Training for Implicit Neural Representations with Approximated Image Derivatives Wentao Yuan Qingtian Zhu Xiangyue Liu Yikang Ding Haotian Zhang Chi Zhang 22 3 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 D. Song FedML 34 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 33 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 24 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 33 15 0 16 Jul 2022
Optimizing Data Collection in Deep Reinforcement Learning James Gleeson Daniel Snider Yvonne Yang Moshe Gabel Eyal de Lara Gennady Pekhimenko 18 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 15 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 25 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 29 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 30 7 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 45 34 0 13 Jul 2022
Bottlenecks CLUB: Unifying Information-Theoretic Trade-offs Among Complexity, Leakage, and Utility Behrooz Razeghi Flavio du Pin Calmon Deniz Gunduz Slava Voloshynovskiy 34 15 0 11 Jul 2022
Horizontal Federated Learning and Secure Distributed Training for Recommendation System with Intel SGX Siyuan Hui Yuqiu Zhang A. Hu Edmund Song FedML 23 2 0 11 Jul 2022
Synergy and Symmetry in Deep Learning: Interactions between the Data, Model, and Inference Algorithm Lechao Xiao Jeffrey Pennington 48 10 0 11 Jul 2022
TensorIR: An Abstraction for Automatic Tensorized Program Optimization Siyuan Feng Bohan Hou Hongyi Jin Wuwei Lin Junru Shao ... Zihao Ye Lianmin Zheng Cody Hao Yu Yong Yu Tianqi Chen 28 66 0 09 Jul 2022
Batch-efficient EigenDecomposition for Small and Medium Matrices Yue Song N. Sebe Wei Wang 37 2 0 09 Jul 2022
Towards Highly Expressive Machine Learning Models of Non-Melanoma Skin Cancer S. Thomas J. Lefevre Glenn W. Baxter N. Hamilton MedIm 29 2 0 09 Jul 2022
TF-GNN: Graph Neural Networks in TensorFlow Oleksandr Ferludin Arno Eigenwillig Martin J. Blais Dustin Zelle Jan Pfeifer ... Anton Tsitsulin Kevin Villela Lisa Wang David Wong Bryan Perozzi GNN 20 35 0 07 Jul 2022
Effective and Efficient Training for Sequential Recommendation using Recency Sampling Aleksandr V. Petrov Craig Macdonald 35 28 0 06 Jul 2022
Cascaded Deep Hybrid Models for Multistep Household Energy Consumption Forecasting L. Saad Saoud Hasan Almarzouqi Ramy Hussein 13 4 0 06 Jul 2022
AI-enhanced iterative solvers for accelerating the solution of large scale parametrized systems Stefanos Nikolopoulos I. Kalogeris V. Papadopoulos G. Stavroulakis 29 11 0 06 Jul 2022
Betty: An Automatic Differentiation Library for Multilevel Optimization Sang Keun Choe Willie Neiswanger P. Xie Eric P. Xing AI4CE 41 30 0 05 Jul 2022
Counterbalancing Teacher: Regularizing Batch Normalized Models for Robustness Saeid Asgari Taghanaki A. Gholami Fereshte Khani Kristy Choi Linh-Tam Tran Ran Zhang Aliasghar Khani 16 0 0 04 Jul 2022
Segmentation Guided Deep HDR Deghosting K. Prabhakar Susmit Agrawal R. Venkatesh Babu 22 2 0 04 Jul 2022
Protea: Client Profiling within Federated Systems using Flower Wanru Zhao Xinchi Qiu Javier Fernandez-Marques Pedro Porto Buarque de Gusmão Nicholas D. Lane 34 6 0 03 Jul 2022
Features of a Splashing Drop on a Solid Surface and the Temporal Evolution extracted through Image-Sequence Classification using an Interpretable Feedforward Neural Network Jingzu Yee Daichi Igarashi(五十嵐大地) A. Yamanaka Yoshiyuki Tagawa(田川義之) 16 1 0 03 Jul 2022
Scheduling Planting Time Through Developing an Optimization Model and Analysis of Time Series Growing Degree Units Javad Ansarifar Faezeh Akhavizadegan Lizhi Wang 22 1 0 02 Jul 2022
$FAIR principles for AI models with a practical application for accelerated high energy diffraction microscopy$ FAIR principles for AI models with a practical application for accelerated high energy diffraction microscopy Nikil Ravi Pranshu Chaturvedi Eliu A. Huerta Zhengchun Liu Ryan Chard Aristana Scourtas K. J. Schmidt Kyle Chard Ben Blaiszik Ian Foster 42 26 0 01 Jul 2022
Evaluating the Explainers: Black-Box Explainable Machine Learning for Student Success Prediction in MOOCs Vinitra Swamy Bahar Radmehr Natasa Krco Mirko Marras Tanja Käser FAtt ELM 19 40 0 01 Jul 2022