Search Results for author: Michael Kissner

Found 4 papers, 3 papers with code

A Neural-Symbolic Framework for Mental Simulation

no code implementations5 Aug 2020 Michael Kissner

We present a neural-symbolic framework for observing the environment and continuously learning visual semantics and intuitive physics to reproduce them in an interactive simulation.

Meta-Learning

Hacking Neural Networks: A Short Introduction

4 code implementations18 Nov 2019 Michael Kissner

A large chunk of research on the security issues of neural networks is focused on adversarial attacks.

Neural Network Security

Adding Intuitive Physics to Neural-Symbolic Capsules Using Interaction Networks

1 code implementation23 May 2019 Michael Kissner, Helmut Mayer

Many current methods to learn intuitive physics are based on interaction networks and similar approaches.

A Neural-Symbolic Architecture for Inverse Graphics Improved by Lifelong Meta-Learning

1 code implementation22 May 2019 Michael Kissner, Helmut Mayer

We follow the idea of formulating vision as inverse graphics and propose a new type of element for this task, a neural-symbolic capsule.

Few-Shot Learning

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