Summary of A Simple Remedy For Dataset Bias Via Self-influence: a Mislabeled Sample Perspective, by Yeonsung Jung et al.
A Simple Remedy for Dataset Bias via Self-Influence: A Mislabeled Sample Perspectiveby Yeonsung Jung, Jaeyun…
Summary of Generalizability Of Memorization Neural Networks, by Lijia Yu and Xiao-shan Gao and Lijun Zhang and Yibo Miao
Generalizability of Memorization Neural Networksby Lijia Yu, Xiao-Shan Gao, Lijun Zhang, Yibo MiaoFirst submitted to…
Summary of Deep Learning Through a Telescoping Lens: a Simple Model Provides Empirical Insights on Grokking, Gradient Boosting & Beyond, by Alan Jeffares et al.
Deep Learning Through A Telescoping Lens: A Simple Model Provides Empirical Insights On Grokking, Gradient…
Summary of Enhancing Diversity in Bayesian Deep Learning Via Hyperspherical Energy Minimization Of Cka, by David Smerkous et al.
Enhancing Diversity in Bayesian Deep Learning via Hyperspherical Energy Minimization of CKAby David Smerkous, Qinxun…
Summary of Space For Improvement: Navigating the Design Space For Federated Learning in Satellite Constellations, by Grace Kim et al.
Space for Improvement: Navigating the Design Space for Federated Learning in Satellite Constellationsby Grace Kim,…
Summary of Learning Local Discrete Features in Explainable-by-design Convolutional Neural Networks, by Pantelis I. Kaplanoglou et al.
Learning local discrete features in explainable-by-design convolutional neural networksby Pantelis I. Kaplanoglou, Konstantinos DiamantarasFirst submitted…
Summary of Understanding Optimization in Deep Learning with Central Flows, by Jeremy M. Cohen and Alex Damian and Ameet Talwalkar and Zico Kolter and Jason D. Lee
Understanding Optimization in Deep Learning with Central Flowsby Jeremy M. Cohen, Alex Damian, Ameet Talwalkar,…
Summary of Tabm: Advancing Tabular Deep Learning with Parameter-efficient Ensembling, by Yury Gorishniy and Akim Kotelnikov and Artem Babenko
TabM: Advancing Tabular Deep Learning with Parameter-Efficient Ensemblingby Yury Gorishniy, Akim Kotelnikov, Artem BabenkoFirst submitted…
Summary of Caadam: Improving Adam Optimizer Using Connection Aware Methods, by Remi Genet and Hugo Inzirillo
CaAdam: Improving Adam optimizer using connection aware methodsby Remi Genet, Hugo InzirilloFirst submitted to arxiv…
Summary of Advanced Predictive Quality Assessment For Ultrasonic Additive Manufacturing with Deep Learning Model, by Lokendra Poudel et al.
Advanced Predictive Quality Assessment for Ultrasonic Additive Manufacturing with Deep Learning Modelby Lokendra Poudel, Sushant…