Title
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Automated Detection of Dolphin Whistles with Convolutional Networks and Transfer Learning Burla Nur Korkmaz R. Diamant Gil Danino Alberto Testolin 41 15 0 28 Nov 2022
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Interactive Visual Feature Search Devon Ulrich Ruth C. Fong FAtt 117 0 0 28 Nov 2022
Profile-Guided Parallel Task Extraction and Execution for Domain Specific Heterogeneous SoC Liang-I Chang J. Mack B. Willis Xing Chen J. Brunhaver Ali Akoglu C. Chakrabarti 33 2 0 26 Nov 2022
Robust One-shot Segmentation of Brain Tissues via Image-aligned Style Transformation Jinxin Lv Xiaoyu Zeng Sheng Wang Ran Duan Zhiwei Wang Qiang Li 67 3 0 26 Nov 2022
Certified data-driven physics-informed greedy auto-encoder simulator Xiaolong He Youngsoo Choi William D. Fries Jonathan Belof Jiun-Shyan Chen AI4CE 54 2 0 24 Nov 2022
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Towards computer vision technologies: Semi-automated reading of automated utility meters M. Spichkova J. V. Zyl 23 0 0 24 Nov 2022
Neural Superstatistics for Bayesian Estimation of Dynamic Cognitive Models Lukas Schumacher Paul-Christian Bürkner A. Voss Ullrich Kothe Stefan T. Radev 42 12 0 23 Nov 2022
DeepVulSeeker: A Novel Vulnerability Identification Framework via Code Graph Structure and Pre-training Mechanism Jin Wang Hui Xiao Shuwen Zhong Yinhao Xiao 71 12 0 23 Nov 2022
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High-Order Optimization of Gradient Boosted Decision Trees Jean Pachebat Sergei Ivanov AI4CE 47 0 0 21 Nov 2022
Taming Reachability Analysis of DNN-Controlled Systems via Abstraction-Based Training Jiaxu Tian Dapeng Zhi Si Liu Peixin Wang Guy Katz Hao Fei 62 2 0 21 Nov 2022
Instability in clinical risk stratification models using deep learning D. Martinez A. Yakubovich Martin G. Seneviratne Á. Lelkes Akshit Tyagi ... N. L. Downing Ron C. Li Keith Morse N. Shah Ming-Jun Chen OOD 68 2 0 20 Nov 2022
Intelligence Processing Units Accelerate Neuromorphic Learning P. Sun A. Titterton Anjlee Gopiani Tim Santos A. Basu Wei D. Lu Jason K. Eshraghian 47 8 0 19 Nov 2022
Deep Smart Contract Intent Detection Youwei Huang Tao Zhang Sen Fang Youshuai Tan 45 4 0 19 Nov 2022
New Frontiers in Graph Autoencoders: Joint Community Detection and Link Prediction Guillaume Salha-Galvan J. Lutzeyer George Dasoulas Romain Hennequin Michalis Vazirgiannis 60 2 0 16 Nov 2022
Data-driven Real-time Short-term Prediction of Air Quality: Comparison of ES, ARIMA, and LSTM Iryna Talamanova Sabri Pllana 18 0 0 16 Nov 2022
CardiacGen: A Hierarchical Deep Generative Model for Cardiac Signals Tushar Agarwal Emre Ertin MedIm 41 2 0 15 Nov 2022
Machine learning for classifying and interpreting coherent X-ray speckle patterns Mingren Shen D. Sheyfer T. Loeffler S. Sankaranarayanan G. Stephenson Maria K. Y. Chan D. Morgan 57 0 0 15 Nov 2022
GC-GRU-N for Traffic Prediction using Loop Detector Data Maged Shoman Armstrong Aboah Abdulateef Daud Y. Adu-Gyamfi AI4TS 18 1 0 13 Nov 2022
Differentially Private Vertical Federated Learning Thilina Ranbaduge Ming Ding FedML 76 14 0 13 Nov 2022
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NEON: Enabling Efficient Support for Nonlinear Operations in Resistive RAM-based Neural Network Accelerators Aditya Manglik Minesh Patel Haiyu Mao Behzad Salami Jisung Park Lois Orosa O. Mutlu 52 1 0 10 Nov 2022
TreeFlow: probabilistic programming and automatic differentiation for phylogenetics Christiaan J. Swanepoel Mathieu Fourment Xiang Ji Hassan Nasif M. Suchard IV FrederickAMatsen A. Drummond AI4CE 36 3 0 09 Nov 2022
Content-Diverse Comparisons improve IQA William Thong José Costa Pereira Sarah Parisot A. Leonardis Jingyu Sun 45 4 0 09 Nov 2022
Hyperparameter optimization in deep multi-target prediction Dimitrios Iliadis Marcel Wever B. De Baets Willem Waegeman 66 1 0 08 Nov 2022
MONAI: An open-source framework for deep learning in healthcare M. Jorge Cardoso Wenqi Li Richard Brown Nic Ma E. Kerfoot ... Klaus H. Maier-Hein S. Aylward Prerna Dogra Sebastien Ourselin Andrew Feng 168 514 0 04 Nov 2022
Privacy-preserving Deep Learning based Record Linkage Thilina Ranbaduge Dinusha Vatsalan Ming Ding 135 10 0 03 Nov 2022
Deep meta-learning for the selection of accurate ultrasound based breast mass classifier Michal Byra P. Karwat Ivan Ryzhankow Piotr Komorowski Z. Klimonda Lukasz Fura A. Pawlowska N. Zolek J. Litniewski 25 2 0 03 Nov 2022
Accelerating Parallel Stochastic Gradient Descent via Non-blocking Mini-batches Haoze He Parijat Dube 70 3 0 02 Nov 2022
Multi-Agent Reinforcement Learning for Adaptive Mesh Refinement Jiachen Yang K. Mittal T. Dzanic S. Petrides B. Keith Brenden K. Petersen Daniel Faissol R. Anderson 71 8 0 02 Nov 2022
SOLAR: A Highly Optimized Data Loading Framework for Distributed Training of CNN-based Scientific Surrogates Baixi Sun Xiaodong Yu Chengming Zhang Jiannan Tian Sian Jin K. Iskra Tao Zhou Tekin Bicer Pete Beckman Dingwen Tao 62 1 0 01 Nov 2022
Distributed Graph Neural Network Training: A Survey Yingxia Shao Hongzheng Li Xizhi Gu Hongbo Yin Yawen Li Xupeng Miao Wentao Zhang Tengjiao Wang Lei Chen GNN AI4CE 127 65 0 01 Nov 2022
QNet: A Quantum-native Sequence Encoder Architecture Wei-Yen Day Hao-Sheng Chen Min Sun 101 0 0 31 Oct 2022
GM-TCNet: Gated Multi-scale Temporal Convolutional Network using Emotion Causality for Speech Emotion Recognition Jiaxin Ye Xin-Cheng Wen Xinyu Wang Yong Xu Yan Luo Chang-Li Wu Liyan Chen Kunhong Liu 45 36 0 28 Oct 2022
FedAudio: A Federated Learning Benchmark for Audio Tasks Tuo Zhang Tiantian Feng Samiul Alam Sunwoo Lee Mi Zhang Shrikanth S. Narayanan Salman Avestimehr FedML 123 25 0 27 Oct 2022
LyricJam Sonic: A Generative System for Real-Time Composition and Musical Improvisation Olga Vechtomova Gaurav Sahu 38 6 0 27 Oct 2022
NVIDIA FLARE: Federated Learning from Simulation to Real-World H. Roth Yan Cheng Yuhong Wen Isaac Yang Ziyue Xu ... Daguang Xu Nic Ma Prerna Dogra Mona G. Flores Andrew Feng FedML AI4CE 102 101 0 24 Oct 2022