Picture for Thomas Martinetz

Thomas Martinetz

Rethinking generalization of classifiers in separable classes scenarios and over-parameterized regimes

Add code
Oct 22, 2024
Viaarxiv icon

Leaky ReLUs That Differ in Forward and Backward Pass Facilitate Activation Maximization in Deep Neural Networks

Add code
Oct 22, 2024
Viaarxiv icon

Enhancing Generalization in Convolutional Neural Networks through Regularization with Edge and Line Features

Add code
Oct 22, 2024
Viaarxiv icon

Highly over-parameterized classifiers generalize since bad solutions are rare

Add code
Nov 07, 2022
Viaarxiv icon

Large Neural Networks Learning from Scratch with Very Few Data and without Regularization

Add code
May 18, 2022
Figure 1 for Large Neural Networks Learning from Scratch with Very Few Data and without Regularization
Figure 2 for Large Neural Networks Learning from Scratch with Very Few Data and without Regularization
Figure 3 for Large Neural Networks Learning from Scratch with Very Few Data and without Regularization
Figure 4 for Large Neural Networks Learning from Scratch with Very Few Data and without Regularization
Viaarxiv icon

Explainable COVID-19 Detection Using Chest CT Scans and Deep Learning

Add code
Nov 09, 2020
Figure 1 for Explainable COVID-19 Detection Using Chest CT Scans and Deep Learning
Figure 2 for Explainable COVID-19 Detection Using Chest CT Scans and Deep Learning
Figure 3 for Explainable COVID-19 Detection Using Chest CT Scans and Deep Learning
Figure 4 for Explainable COVID-19 Detection Using Chest CT Scans and Deep Learning
Viaarxiv icon

Feature Products Yield Efficient Networks

Add code
Aug 18, 2020
Figure 1 for Feature Products Yield Efficient Networks
Figure 2 for Feature Products Yield Efficient Networks
Figure 3 for Feature Products Yield Efficient Networks
Figure 4 for Feature Products Yield Efficient Networks
Viaarxiv icon

Solving Raven's Progressive Matrices with Multi-Layer Relation Networks

Add code
Mar 25, 2020
Figure 1 for Solving Raven's Progressive Matrices with Multi-Layer Relation Networks
Figure 2 for Solving Raven's Progressive Matrices with Multi-Layer Relation Networks
Figure 3 for Solving Raven's Progressive Matrices with Multi-Layer Relation Networks
Figure 4 for Solving Raven's Progressive Matrices with Multi-Layer Relation Networks
Viaarxiv icon

Multi-layer Relation Networks

Add code
Nov 05, 2018
Figure 1 for Multi-layer Relation Networks
Figure 2 for Multi-layer Relation Networks
Figure 3 for Multi-layer Relation Networks
Figure 4 for Multi-layer Relation Networks
Viaarxiv icon

Deep Convolutional Neural Networks as Generic Feature Extractors

Add code
Oct 06, 2017
Figure 1 for Deep Convolutional Neural Networks as Generic Feature Extractors
Figure 2 for Deep Convolutional Neural Networks as Generic Feature Extractors
Figure 3 for Deep Convolutional Neural Networks as Generic Feature Extractors
Figure 4 for Deep Convolutional Neural Networks as Generic Feature Extractors
Viaarxiv icon