Summary of A Decade’s Battle on Dataset Bias: Are We There Yet?, by Zhuang Liu et al.
A Decade’s Battle on Dataset Bias: Are We There Yet?by Zhuang Liu, Kaiming HeFirst submitted…
Summary of Implicit Regularization Of Gradient Flow on One-layer Softmax Attention, by Heejune Sheen et al.
Implicit Regularization of Gradient Flow on One-Layer Softmax Attentionby Heejune Sheen, Siyu Chen, Tianhao Wang,…
Summary of Holmes: Holonym-meronym Based Semantic Inspection For Convolutional Image Classifiers, by Francesco Dibitonto et al.
HOLMES: HOLonym-MEronym based Semantic inspection for Convolutional Image Classifiersby Francesco Dibitonto, Fabio Garcea, André Panisson,…
Summary of Caformer: Rethinking Time Series Analysis From Causal Perspective, by Kexuan Zhang et al.
Caformer: Rethinking Time Series Analysis from Causal Perspectiveby Kexuan Zhang, Xiaobei Zou, Yang TangFirst submitted…
Summary of Reduced Jeffries-matusita Distance: a Novel Loss Function to Improve Generalization Performance Of Deep Classification Models, by Mohammad Lashkari et al.
Reduced Jeffries-Matusita distance: A Novel Loss Function to Improve Generalization Performance of Deep Classification Modelsby…
Summary of Fast and Simple Explainability For Point Cloud Networks, by Meir Yossef Levi and Guy Gilboa
Fast and Simple Explainability for Point Cloud Networksby Meir Yossef Levi, Guy GilboaFirst submitted to…
Summary of Xpertai: Uncovering Regression Model Strategies For Sub-manifolds, by Simon Letzgus et al.
XpertAI: uncovering regression model strategies for sub-manifoldsby Simon Letzgus, Klaus-Robert Müller, Grégoire MontavonFirst submitted to…
Summary of How Does Promoting the Minority Fraction Affect Generalization? a Theoretical Study Of the One-hidden-layer Neural Network on Group Imbalance, by Hongkang Li et al.
How does promoting the minority fraction affect generalization? A theoretical study of the one-hidden-layer neural…
Summary of Premonition: Using Generative Models to Preempt Future Data Changes in Continual Learning, by Mark D. Mcdonnell et al.
Premonition: Using Generative Models to Preempt Future Data Changes in Continual Learningby Mark D. McDonnell,…
Summary of Dataset Condensation For Time Series Classification Via Dual Domain Matching, by Zhanyu Liu et al.
Dataset Condensation for Time Series Classification via Dual Domain Matchingby Zhanyu Liu, Ke Hao, Guanjie…