One of the main research topics of the L3S in the field of artificial intelligence is Machine Learning and Deep Learning.
C

Conditional Coding for Learned Image and Video Compression
This project deals with learning-based video coding using a meta-learning-based procedure for regularization and dynamic adaptation of the decoder.
F
G

Green AutoML for Driver Assistance Systems
The aim of the GreenAutoML4FAS project is to design a holistic, carbon-efficient system for driver assistance systems

GLACIATION
GLACIATION aims to reduce carbon emissions by developing a distributed knowledge graph that improves the efficiency of big data analysis.
H
I
L

Leibniz AI Academy
Development and establishment of a transcurricular, cross-disciplinary micro-degree program "Leibniz AI Academy" at Leibniz Universität Hannover (LUH).
M
O

Online Optimierung
The goal of the project is to develop and investigate online convex optimization (OCO)-based control schemes for general cost functions and constraints without relying on restrictive assumptions.
P
R

Robotics Lab
The L3S’s Robot Learning Lab works on foundational research to develop increasingly autonomous assistive systems.
S
T

Towards a Framework for Assessing Explanation Quality (TRR 318 INF)
In this project, we study the pragmatic goal of all explaining processes: to be successful — that is, for the explanation to achieve the intended form of understanding.