Title
Rashomon Capacity: A Metric for Predictive Multiplicity in Classification Hsiang Hsu Flavio du Pin Calmon 33 37 0 02 Jun 2022
Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules Yuhan Helena Liu Arna Ghosh Blake A. Richards E. Shea-Brown Guillaume Lajoie 53 9 0 02 Jun 2022
Good Intentions: Adaptive Parameter Management via Intent Signaling Alexander Renz-Wieland Andreas Kieslinger R. Gericke Rainer Gemulla Zoi Kaoudi Volker Markl 24 1 0 01 Jun 2022
On the complexity of nonsmooth automatic differentiation Jérôme Bolte Ryan Boustany Edouard Pauwels B. Pesquet-Popescu 34 2 0 01 Jun 2022
End-to-end Optimization of Machine Learning Prediction Queries Kwanghyun Park Karla Saur Dalitso Banda Rathijit Sen Matteo Interlandi Konstantinos Karanasos 11 41 0 31 May 2022
A Meta Reinforcement Learning Approach for Predictive Autoscaling in the Cloud Siqiao Xue Chao Qu Xiaoming Shi Cong Liao Shiyi Zhu ... Yun Hu Lei Lei Yang Zheng Jianguo Li James Y. Zhang 62 39 0 31 May 2022
Robust and accelerated single-spike spiking neural network training with applicability to challenging temporal tasks Luke Taylor Andrew J. King N. Harper AAML 37 9 0 30 May 2022
PSNet: Fast Data Structuring for Hierarchical Deep Learning on Point Cloud Luyang Li Ligang He Jinjin Gao Xie Han 3DPC 26 20 0 30 May 2022
Easter2.0: Improving convolutional models for handwritten text recognition Kartik Chaudhary Raghav Bali 41 9 0 30 May 2022
Walle: An End-to-End, General-Purpose, and Large-Scale Production System for Device-Cloud Collaborative Machine Learning Chengfei Lv Chaoyue Niu Renjie Gu Xiaotang Jiang Zhaode Wang ... Guohuan Xu Fei Wu Shaojie Tang Fan Wu Guihai Chen MoE LRM 18 38 0 30 May 2022
Machine Learning for Microcontroller-Class Hardware: A Review Swapnil Sayan Saha S. Sandha Mani B. Srivastava 39 120 0 29 May 2022
Additive Higher-Order Factorization Machines David Rügamer 25 3 0 28 May 2022
Efficient-Adam: Communication-Efficient Distributed Adam Congliang Chen Li Shen Wei Liu Zhi-Quan Luo 39 19 0 28 May 2022
ByteComp: Revisiting Gradient Compression in Distributed Training Zhuang Wang Yanghua Peng Yibo Zhu T. Ng 23 2 0 28 May 2022
Cycle Label-Consistent Networks for Unsupervised Domain Adaptation Mei Wang Weihong Deng 17 7 0 27 May 2022
fakeWeather: Adversarial Attacks for Deep Neural Networks Emulating Weather Conditions on the Camera Lens of Autonomous Systems Alberto Marchisio Giovanni Caramia Maurizio Martina Mohamed Bennai AAML 38 8 0 27 May 2022
Privacy of Noisy Stochastic Gradient Descent: More Iterations without More Privacy Loss Jason M. Altschuler Kunal Talwar FedML 44 57 0 27 May 2022
Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation Li Mingzhe Xiexiong Lin Preslav Nakov Jinxiong Chang Qishen Zhang ... Taifeng Wang Zhongyi Liu Wei Chu Dongyan Zhao Rui Yan 46 11 0 26 May 2022
Factorized Structured Regression for Large-Scale Varying Coefficient Models David Rügamer Andreas Bender S. Wiegrebe Daniel Racek Bernd Bischl Christian L. Müller Clemens Stachl 14 5 0 25 May 2022
Accelerating hydrodynamic simulations of urban drainage systems with physics-guided machine learning Rocco Palmitessa M. Grum A. Engsig-Karup Roland Löwe AI4CE 37 20 0 24 May 2022
Deep Learning Workload Scheduling in GPU Datacenters: Taxonomy, Challenges and Vision Wei Gao Qi Hu Zhisheng Ye Peng Sun Xiaolin Wang Yingwei Luo Tianwei Zhang Yonggang Wen 88 26 0 24 May 2022
A Quadrature Rule combining Control Variates and Adaptive Importance Sampling Rémi Leluc Franccois Portier Johan Segers Aigerim Zhuman 22 2 0 24 May 2022
Learning to Assemble Geometric Shapes Jinhwi Lee Jungtaek Kim H. Chung Jaesik Park Minsu Cho 25 4 0 24 May 2022
Semi-self-supervised Automated ICD Coding Hlynur Davíð Hlynsson S. Ellertsson J. Daðason E. Sigurdsson H. Loftsson 21 2 0 20 May 2022
PaddleSpeech: An Easy-to-Use All-in-One Speech Toolkit Hui Zhang Tian Yuan Junkun Chen Xintong Li Renjie Zheng ... Zeyu Chen Xiaoguang Hu Dianhai Yu Yanjun Ma Liang Huang AuLLM 41 24 0 20 May 2022
Deep Generative Survival Analysis: Nonparametric Estimation of Conditional Survival Function Xing Zhou Wen Su Changyu Liu Yuling Jiao Xingqiu Zhao Jian Huang CML MedIm 40 4 0 19 May 2022
A reproducible experimental survey on biomedical sentence similarity: a string-based method sets the state of the art Alicia Lara-Clares Juan J. Lastra-Díaz A. García-Serrano 32 0 0 18 May 2022
Experimentally realized in situ backpropagation for deep learning in nanophotonic neural networks Sunil Pai Zhanghao Sun Tyler W. Hughes Taewon Park Ben Bartlett ... F. Morichetti A. Melloni S. Fan O. Solgaard David A. B. Miller 29 182 0 17 May 2022
Finite Element Method-enhanced Neural Network for Forward and Inverse Problems R. Meethal B. Obst Mohamed Khalil A. Ghantasala A. Kodakkal K. Bletzinger R. Wüchner AI4CE 23 31 0 17 May 2022
The Effectiveness of Temporal Dependency in Deepfake Video Detection William Rowan Nick E. Pears 16 3 0 13 May 2022
FLAD: Adaptive Federated Learning for DDoS Attack Detection Roberto Doriguzzi-Corin Domenico Siracusa FedML 49 61 0 13 May 2022
Blind Image Inpainting with Sparse Directional Filter Dictionaries for Lightweight CNNs Jenny Schmalfuss Erik Scheurer Hengyuan Zhao Nikolaos Karantzas Andrés Bruhn D. Labate 21 3 0 13 May 2022
Weakly-Supervised Action Detection Guided by Audio Narration Keren Ye Adriana Kovashka 43 0 0 12 May 2022
View Synthesis with Sculpted Neural Points Yiming Zuo Jia Deng 3DPC 43 18 0 12 May 2022
Sparseloop: An Analytical Approach To Sparse Tensor Accelerator Modeling Yannan Nellie Wu Po-An Tsai A. Parashar Vivienne Sze J. Emer 30 57 0 12 May 2022
An Inexact Augmented Lagrangian Algorithm for Training Leaky ReLU Neural Network with Group Sparsity Wei Liu Xin Liu Xiaojun Chen 39 10 0 11 May 2022
AutoKE: An automatic knowledge embedding framework for scientific machine learning Mengge Du Yuntian Chen Dongxiao Zhang AI4CE 43 11 0 11 May 2022
Bias and Priors in Machine Learning Calibrations for High Energy Physics Rikab Gambhir Benjamin Nachman Jesse Thaler AI4CE 58 7 0 10 May 2022
Serving and Optimizing Machine Learning Workflows on Heterogeneous Infrastructures Yongji Wu Matthew Lentz Danyang Zhuo Yao Lu 36 22 0 10 May 2022
Spatial Monitoring and Insect Behavioural Analysis Using Computer Vision for Precision Pollination Malika Nisal Ratnayake Don Chathurika Amarathunga Asaduz Zaman A. Dyer Alan Dorin 22 21 0 10 May 2022
PS-Net: Learned Partially Separable Model for Dynamic MR Imaging Chentao Cao Zhuoxu Cui Qingyong Zhu Congcong Liu Dong Liang Yanjie Zhu 27 0 0 09 May 2022
Beyond backpropagation: bilevel optimization through implicit differentiation and equilibrium propagation Nicolas Zucchet João Sacramento 41 16 0 06 May 2022
Fusion: Efficient and Secure Inference Resilient to Malicious Servers Caiqin Dong Jian Weng Jia-Nan Liu Yue Zhang Yao Tong Anjia Yang Yudan Cheng Shun Hu 33 16 0 06 May 2022
Multi-Agent Deep Reinforcement Learning in Vehicular OCC Amirul Islam Leila Musavian N. Thomos 14 2 0 05 May 2022
dPRO: A Generic Profiling and Optimization System for Expediting Distributed DNN Training Han Hu Chenyu Jiang Yuchen Zhong Size Zheng Chuan Wu Yibo Zhu Yanghua Peng Chuanxiong Guo 11 19 0 05 May 2022
DeeptDCS: Deep Learning-Based Estimation of Currents Induced During Transcranial Direct Current Stimulation Xiaofan Jia S. B. Sayed N. Hasan Luis J. Gomez G. Huang A. Yucel 29 4 0 04 May 2022
SMLT: A Serverless Framework for Scalable and Adaptive Machine Learning Design and Training Ahsan Ali Syed Zawad Paarijaat Aditya Istemi Ekin Akkus Ruichuan Chen Feng Yan 39 9 0 04 May 2022
RLFlow: Optimising Neural Network Subgraph Transformation with World Models Sean Parker Sami Alabed Eiko Yoneki 21 0 0 03 May 2022
LoopStack: a Lightweight Tensor Algebra Compiler Stack Bram Wasti J. Cambronero Benoit Steiner Hugh Leather A. Zlateski 24 3 0 02 May 2022
Deployment of an IoT System for Adaptive In-Situ Soundscape Augmentation Trevor Wong Karn N. Watcharasupat Bhan Lam Kenneth Ooi Zhen-Ting Ong Furi Andi Karnapi W. Gan 19 5 0 29 Apr 2022