Title
Neural Superstatistics for Bayesian Estimation of Dynamic Cognitive Models Lukas Schumacher Paul-Christian Bürkner A. Voss Ullrich Kothe Stefan T. Radev 21 11 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 44 11 0 23 Nov 2022
SciAI4Industry -- Solving PDEs for industry-scale problems with deep learning Philipp A. Witte Russell J. Hewett K. Saurabh A. Sojoodi Ranveer Chandra AI4CE 23 2 0 23 Nov 2022
High-Order Optimization of Gradient Boosted Decision Trees Jean Pachebat Sergei Ivanov AI4CE 27 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 35 1 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 33 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 22 8 0 19 Nov 2022
Deep Smart Contract Intent Detection Youwei Huang Tao Zhang Sen Fang Youshuai Tan 22 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 31 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 11 0 0 16 Nov 2022
CardiacGen: A Hierarchical Deep Generative Model for Cardiac Signals Tushar Agarwal Emre Ertin MedIm 26 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 18 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 13 1 0 13 Nov 2022
Differentially Private Vertical Federated Learning Thilina Ranbaduge Ming Ding FedML 26 13 0 13 Nov 2022
RISE: Robust Individualized Decision Learning with Sensitive Variables Xiaoqing Ellen Tan Zhengling Qi C. Seymour Lu Tang OffRL 26 8 0 12 Nov 2022
FedLesScan: Mitigating Stragglers in Serverless Federated Learning M. Elzohairy Mohak Chadha Anshul Jindal Andreas Grafberger Jiatao Gu Michael Gerndt Osama Abboud FedML 31 7 0 10 Nov 2022
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 20 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 24 3 0 09 Nov 2022
Content-Diverse Comparisons improve IQA William Thong José Costa Pereira Sarah Parisot A. Leonardis Jingyu Sun 26 4 0 09 Nov 2022
Hyperparameter optimization in deep multi-target prediction Dimitrios Iliadis Marcel Wever B. De Baets Willem Waegeman 35 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 65 483 0 04 Nov 2022
Privacy-preserving Deep Learning based Record Linkage Thilina Ranbaduge Dinusha Vatsalan Ming Ding 27 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 13 2 0 03 Nov 2022
Accelerating Parallel Stochastic Gradient Descent via Non-blocking Mini-batches Haoze He Parijat Dube 11 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 33 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 32 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 Bin Cui Lei Chen GNN AI4CE 41 57 0 01 Nov 2022
QNet: A Quantum-native Sequence Encoder Architecture Wei-Yen Day Hao-Sheng Chen Min Sun 26 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 31 35 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 29 23 0 27 Oct 2022
LyricJam Sonic: A Generative System for Real-Time Composition and Musical Improvisation Olga Vechtomova Gaurav Sahu 14 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 27 97 0 24 Oct 2022
OLLA: Optimizing the Lifetime and Location of Arrays to Reduce the Memory Usage of Neural Networks Benoit Steiner Mostafa Elhoushi Jacob Kahn James Hegarty 36 8 0 24 Oct 2022
OOD-DiskANN: Efficient and Scalable Graph ANNS for Out-of-Distribution Queries Shikhar Jaiswal Ravishankar Krishnaswamy Ankit Garg H. Simhadri Sheshansh Agrawal 26 23 0 22 Oct 2022
ALT: Boosting Deep Learning Performance by Breaking the Wall between Graph and Operator Level Optimizations Zhiying Xu Jiafan Xu H. Peng Wei Wang Xiaoliang Wang ... Haipeng Dai Yixu Xu Hao Cheng Kun Wang Guihai Chen 45 0 0 22 Oct 2022
Deep Learning in Single-Cell Analysis Dylan Molho Jiayuan Ding Zhaoheng Li Haifang Wen Wenzhuo Tang ... P. Danaher Robert Yang Y. Lei Yuying Xie Jiliang Tang 35 23 0 22 Oct 2022
Stochastic Adaptive Activation Function Kyungsu Lee Jaeseung Yang Haeyun Lee J. Y. Hwang 30 3 0 21 Oct 2022
Text Enhancement for Paragraph Processing in End-to-End Code-switching TTS Chunyu Qiang J. Tao Ruibo Fu Zhengqi Wen Jiangyan Yi Tao Wang Shiming Wang 15 0 0 20 Oct 2022
Motion correction in MRI using deep learning and a novel hybrid loss function Lei Zhang Xiaoke Wang Michael Rawson R. Balan E. Herskovits E. Melhem Linda Chang Ze Wang T. Ernst MedIm 32 12 0 19 Oct 2022
An Empirical Analysis of SMS Scam Detection Systems Muhammad Salman Muhammad Ikram M. Kâafar 48 8 0 19 Oct 2022
Tempo: Accelerating Transformer-Based Model Training through Memory Footprint Reduction Muralidhar Andoorveedu Zhanda Zhu Bojian Zheng Gennady Pekhimenko 20 6 0 19 Oct 2022
Detecting and analyzing missing citations to published scientific entities Jialiang Lin Yao Yu Jia-Qi Song X. Shi 16 4 0 18 Oct 2022
Real-Time Multi-Modal Semantic Fusion on Unmanned Aerial Vehicles with Label Propagation for Cross-Domain Adaptation S. Bultmann Jan Quenzel Sven Behnke 39 18 0 18 Oct 2022
An Improved Structured Mesh Generation Method Based on Physics-informed Neural Networks Xinhai Chen Jie Liu Junjun Yan Zhichao Wang Chunye Gong AI4CE 40 6 0 18 Oct 2022
Sub-8-bit quantization for on-device speech recognition: a regularization-free approach Kai Zhen Martin H. Radfar Hieu Duy Nguyen Grant P. Strimel Nathan Susanj Athanasios Mouchtaris MQ 33 8 0 17 Oct 2022
Merlin HugeCTR: GPU-accelerated Recommender System Training and Inference Zehuan Wang Yingcan Wei Minseok Lee Matthias Langer F. Yu ... Daniel G. Abel Xu Guo Jianbing Dong Ji Shi Kunlun Li GNN LRM 25 32 0 17 Oct 2022
Scratching Visual Transformer's Back with Uniform Attention Nam Hyeon-Woo Kim Yu-Ji Byeongho Heo Doonyoon Han Seong Joon Oh Tae-Hyun Oh 366 23 0 16 Oct 2022
Mini-Batch Learning Strategies for modeling long term temporal dependencies: A study in environmental applications Shaoming Xu A. Khandelwal Xiang Li X. Jia Licheng Liu ... Kelly Cutler M. Steinbach Christopher J. Duffy John L. Nieber Vipin Kumar 14 3 0 15 Oct 2022
Real-time Action Recognition for Fine-Grained Actions and The Hand Wash Dataset Akash Nagaraj Mukund Sood Chetna Sureka Gowri Srinivasa 25 0 0 13 Oct 2022
SlotFormer: Unsupervised Visual Dynamics Simulation with Object-Centric Models Ziyi Wu Nikita Dvornik Klaus Greff Thomas Kipf Animesh Garg OCL BDL 67 91 0 12 Oct 2022