Architectural Implications of Neural Network Inference for High Data-Rate, Low-Latency Scientific Applicationsby Olivia Weng, Alexander…
DiTMoS: Delving into Diverse Tiny-Model Selection on Microcontrollersby Xiao Ma, Shengfeng He, Hezhe Qiao, Dong…
Neural Loss Function Evolution for Large-Scale Image Classifier Convolutional Neural Networksby Brandon Morgan, Dean HougenFirst…
A Decade’s Battle on Dataset Bias: Are We There Yet?by Zhuang Liu, Kaiming HeFirst submitted…
Neural reproducing kernel Banach spaces and representer theorems for deep networksby Francesca Bartolucci, Ernesto De…
DeepCSHAP: Utilizing Shapley Values to Explain Deep Complex-Valued Neural Networksby Florian Eilers, Xiaoyi JiangFirst submitted…
Actor-Critic Physics-informed Neural Lyapunov Controlby Jiarui Wang, Mahyar FazlyabFirst submitted to arxiv on: 13 Mar…
Can physical information aid the generalization ability of Neural Networks for hydraulic modeling?by Gianmarco Guglielmo,…
DrivAerNet: A Parametric Car Dataset for Data-Driven Aerodynamic Design and Predictionby Mohamed Elrefaie, Angela Dai,…
Measuring the Energy Consumption and Efficiency of Deep Neural Networks: An Empirical Analysis and Design…