Title
Shai-am: A Machine Learning Platform for Investment Strategies Jonghun Kwak Jungyu Ahn Jinho Lee S. Park 34 1 0 01 Jul 2022
ProSelfLC: Progressive Self Label Correction Towards A Low-Temperature Entropy State Xinshao Wang Yang Hua Elyor Kodirov S. Mukherjee David Clifton N. Robertson 35 6 0 30 Jun 2022
Deradicalizing YouTube: Characterization, Detection, and Personalization of Religiously Intolerant Arabic Videos Nuha Albadi Maram Kurdi Shivakant Mishra 4 13 0 30 Jun 2022
On-Device Training Under 256KB Memory Ji Lin Ligeng Zhu Wei-Ming Chen Wei-Chen Wang Chuang Gan Song Han MQ 38 201 0 30 Jun 2022
Scalable K-FAC Training for Deep Neural Networks with Distributed Preconditioning Lin Zhang Shaoshuai Shi Wei Wang Yue Liu 43 10 0 30 Jun 2022
Overview of Deep Learning-based CSI Feedback in Massive MIMO Systems Jiajia Guo Chao-Kai Wen Shi Jin Geoffrey Ye Li 53 146 0 29 Jun 2022
An Empirical Study of Challenges in Converting Deep Learning Models Moses Openja Amin Nikanjam Ahmed Haj Yahmed Foutse Khomh Zhen Ming Zhengyong Jiang AAML 44 19 0 28 Jun 2022
NumS: Scalable Array Programming for the Cloud Melih Elibol Vinamra Benara Samyukta Yagati Lianmin Zheng Alvin Cheung Michael I. Jordan Ion Stoica 40 4 0 28 Jun 2022
Memory Safe Computations with XLA Compiler A. Artemev Tilman Roeder Mark van der Wilk 40 8 0 28 Jun 2022
LiteCON: An All-Photonic Neuromorphic Accelerator for Energy-efficient Deep Learning (Preprint) Dharanidhar Dang Bill Lin D. Sahoo 25 5 0 28 Jun 2022
A mixed formulation for physics-informed neural networks as a potential solver for engineering problems in heterogeneous domains: comparison with finite element method Shahed Rezaei Ali Harandi Ahmad Moeineddin Bai-Xiang Xu Stefanie Reese 28 113 0 27 Jun 2022
Statistical inference with implicit SGD: proximal Robbins-Monro vs. Polyak-Ruppert Yoonhyung Lee Sungdong Lee Joong-Ho Won FedML OffRL 31 3 0 25 Jun 2022
PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance Qingru Zhang Simiao Zuo Chen Liang Alexander Bukharin Pengcheng He Weizhu Chen T. Zhao 35 78 0 25 Jun 2022
Bugs in Machine Learning-based Systems: A Faultload Benchmark Mohammad Mehdi Morovati Amin Nikanjam Foutse Khomh Zhen Ming Z. Jiang 32 20 0 24 Jun 2022
Towards Effective Depthwise Convolutions on ARMv8 Architecture Ruochen Hao Qinglin Wang Shangfei Yin Tianyang Zhou Siqi Shen Songzhu Mei Jie Liu MQ MDE 20 1 0 24 Jun 2022
Synthetic Data-Based Simulators for Recommender Systems: A Survey Elizaveta Stavinova A. Grigorievskiy A. Volodkevich P. Chunaev Klavdiya Olegovna Bochenina D. Bugaychenko SyDa 40 7 0 22 Jun 2022
QuantFace: Towards Lightweight Face Recognition by Synthetic Data Low-bit Quantization Fadi Boutros Naser Damer Arjan Kuijper CVBM MQ 27 37 0 21 Jun 2022
CoCoPIE XGen: A Full-Stack AI-Oriented Optimizing Framework Xiaofeng Li Bin Ren Xipeng Shen Yanzhi Wang GNN 30 0 0 21 Jun 2022
Deep Reinforcement Learning for Turbulence Modeling in Large Eddy Simulations Marius Kurz Philipp Offenhäuser Andrea Beck AI4CE 34 58 0 21 Jun 2022
Deep Learning Models on CPUs: A Methodology for Efficient Training Quchen Fu Ramesh Chukka Keith Achorn Thomas Atta-fosu Deepak R. Canchi Zhongwei Teng Jules White Douglas C. Schmidt 21 1 0 20 Jun 2022
Deep Partial Least Squares for Empirical Asset Pricing M. Dixon Nicholas G. Polson Kemen Goicoechea 26 2 0 20 Jun 2022
Critical Investigation of Failure Modes in Physics-informed Neural Networks S. Basir Inanc Senocak PINN AI4CE 12 18 0 20 Jun 2022
Deep Random Vortex Method for Simulation and Inference of Navier-Stokes Equations Rui Zhang Peiyan Hu Qi Meng Yue Wang Rongchan Zhu Bingguang Chen Zhi-Ming Ma Tie-Yan Liu 20 13 0 20 Jun 2022
Productive Reproducible Workflows for DNNs: A Case Study for Industrial Defect Detection Perry Gibson José Cano AI4CE 38 1 0 19 Jun 2022
Characterizing and Mitigating the Difficulty in Training Physics-informed Artificial Neural Networks under Pointwise Constraints S. Basir Inanc Senocak AI4CE 37 1 0 19 Jun 2022
Pisces: Efficient Federated Learning via Guided Asynchronous Training Zhifeng Jiang Wei Wang Baochun Li Yue Liu FedML 32 24 0 18 Jun 2022
Fast Finite Width Neural Tangent Kernel Roman Novak Jascha Narain Sohl-Dickstein S. Schoenholz AAML 32 54 0 17 Jun 2022
A Spatio-Temporal Neural Network Forecasting Approach for Emulation of Firefront Models Andrew Bolt C. Huston Petra Kuhnert J. Dabrowski J. Hilton Conrad Sanderson AI4TS 44 11 0 17 Jun 2022
Fault-Tolerant Collaborative Inference through the Edge-PRUNE Framework Jani Boutellier Bo Tan J. Nurmi 26 2 0 16 Jun 2022
Nonwords Pronunciation Classification in Language Development Tests for Preschool Children Ilja Baumann Dominik Wagner Sebastian P. Bayerl Tobias Bocklet 26 5 0 16 Jun 2022
Autonomous Platoon Control with Integrated Deep Reinforcement Learning and Dynamic Programming Tong Liu Lei Lei Kan Zheng Kuan Zhang 26 26 0 15 Jun 2022
ProcTHOR: Large-Scale Embodied AI Using Procedural Generation Matt Deitke Eli VanderBilt Alvaro Herrasti Luca Weihs Jordi Salvador ... Winson Han Eric Kolve Ali Farhadi Aniruddha Kembhavi Roozbeh Mottaghi LM&Ro 49 239 0 14 Jun 2022
Modern Distributed Data-Parallel Large-Scale Pre-training Strategies For NLP models Haoli Bai MoE 27 5 0 13 Jun 2022
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 Onur Mutlu 51 15 0 13 Jun 2022
Stochastic Gradient Descent without Full Data Shuffle Lijie Xu Shuang Qiu Binhang Yuan Jiawei Jiang Cédric Renggli ... Guoliang Li Ji Liu Wentao Wu Jieping Ye Ce Zhang 27 2 0 12 Jun 2022
MLLess: Achieving Cost Efficiency in Serverless Machine Learning Training Pablo Gimeno Sarroca Marc Sánchez Artigas 34 14 0 12 Jun 2022
Blades: A Unified Benchmark Suite for Byzantine Attacks and Defenses in Federated Learning Shenghui Li Edith C.H. Ngai Fanghua Ye Li Ju Tianru Zhang Thiemo Voigt AAML FedML 45 12 0 10 Jun 2022
AAM-Gym: Artificial Intelligence Testbed for Advanced Air Mobility Marc Brittain Luis E. Alvarez Kara Breeden Ian Jessen 28 8 0 09 Jun 2022
A New Frontier of AI: On-Device AI Training and Personalization Jijoong Moon Parichay Kapoor Ji Hoon Lee Donghak Park Seungbaek Hong Hyungyu Lee Donghyeon Jeong Sungsik Kong MyungJoo Ham 19 3 0 09 Jun 2022
Swan: A Neural Engine for Efficient DNN Training on Smartphone SoCs Sanjay Sri Vallabh Singapuram Fan Lai Chuheng Hu Mosharaf Chowdhury 32 5 0 09 Jun 2022
Molecular dynamics without molecules: searching the conformational space of proteins with generative neural networks Gregory Schwing L. Palese Ariel Fernández L. Schwiebert D. Gatti 3DV 12 1 0 09 Jun 2022
Binary Single-dimensional Convolutional Neural Network for Seizure Prediction Shiqi Zhao Jie Yang Yankun Xu Mohamad Sawan 28 29 0 08 Jun 2022
Medical Image Registration via Neural Fields Shanlin Sun Kun Han Hao Tang Deying Kong Junayed Naushad Xiangyi Yan Xiaohui Xie MedIm 33 12 0 07 Jun 2022
Learning with Capsules: A Survey Fabio De Sousa Ribeiro Kevin Duarte Miles Everett Georgios Leontidis M. Shah 3DPC MedIm 47 19 0 06 Jun 2022
Compilation and Optimizations for Efficient Machine Learning on Embedded Systems Xiaofan Zhang Yao Chen Cong Hao Sitao Huang Yuhong Li Deming Chen 42 1 0 06 Jun 2022
ARC - Actor Residual Critic for Adversarial Imitation Learning A. Deka Changliu Liu Katia Sycara 42 5 0 05 Jun 2022
Model-Informed Generative Adversarial Network (MI-GAN) for Learning Optimal Power Flow Yuxuan Li Chaoyue Zhao Chenang Liu 30 4 0 04 Jun 2022
Mesh-free Eulerian Physics-Informed Neural Networks F. A. Torres M. Negri Monika Nagy-Huber M. Samarin Volker Roth PINN AI4CE 29 5 0 03 Jun 2022
Biologically-plausible backpropagation through arbitrary timespans via local neuromodulators Yuhan Helena Liu Stephen Smith Stefan Mihalas E. Shea-Brown Uygar Sumbul 21 9 0 02 Jun 2022
A New Security Boundary of Component Differentially Challenged XOR PUFs Against Machine Learning Modeling Attacks Gaoxiang Li Khalid T. Mursi Ahmad O. Aseeri M. S. Alkatheiri Yu Zhuang 16 8 0 02 Jun 2022