Summary of Scalable Mechanistic Neural Networks For Differential Equations and Machine Learning, by Jiale Chen et al.
Scalable Mechanistic Neural Networks for Differential Equations and Machine Learningby Jiale Chen, Dingling Yao, Adeel…
Summary of Benign Overfitting For Regression with Trained Two-layer Relu Networks, by Junhyung Park et al.
Benign Overfitting for Regression with Trained Two-Layer ReLU Networksby Junhyung Park, Patrick Bloebaum, Shiva Prasad…
Summary of Gaussian-based and Outside-the-box Runtime Monitoring Join Forces, by Vahid Hashemi et al.
Gaussian-Based and Outside-the-Box Runtime Monitoring Join Forcesby Vahid Hashemi, Jan Křetínský, Sabine Rieder, Torsten Schön,…
Summary of Contrastive Learning to Fine-tune Feature Extraction Models For the Visual Cortex, by Alex Mulrooney and Austin J. Brockmeier
Contrastive Learning to Fine-Tune Feature Extraction Models for the Visual Cortexby Alex Mulrooney, Austin J.…
Summary of Melissadl X Breed: Towards Data-efficient On-line Supervised Training Of Multi-parametric Surrogates with Active Learning, by Sofya Dymchenko (datamove) et al.
MelissaDL x Breed: Towards Data-Efficient On-line Supervised Training of Multi-parametric Surrogates with Active Learningby Sofya…
Summary of Deep Learning-based Fault Identification in Condition Monitoring, by Hariom Dhungana et al.
Deep learning-based fault identification in condition monitoringby Hariom Dhungana, Suresh Kumar Mukhiya, Pragya Dhungana, Benjamin…
Summary of On the Impacts Of the Random Initialization in the Neural Tangent Kernel Theory, by Guhan Chen et al.
On the Impacts of the Random Initialization in the Neural Tangent Kernel Theoryby Guhan Chen,…
Summary of Neural Networks Decoded: Targeted and Robust Analysis Of Neural Network Decisions Via Causal Explanations and Reasoning, by Alec F. Diallo et al.
Neural Networks Decoded: Targeted and Robust Analysis of Neural Network Decisions via Causal Explanations and…
Summary of Residual Kolmogorov-arnold Network For Enhanced Deep Learning, by Ray Congrui Yu et al.
Residual Kolmogorov-Arnold Network for Enhanced Deep Learningby Ray Congrui Yu, Sherry Wu, Jiang GuiFirst submitted…
Summary of Scalar Field Prediction on Meshes Using Interpolated Multi-resolution Convolutional Neural Networks, by Kevin Ferguson et al.
Scalar Field Prediction on Meshes Using Interpolated Multi-Resolution Convolutional Neural Networksby Kevin Ferguson, Andrew Gillman,…