Vergangene Projekte
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Topology regularised foundation model for medical image segmentation
Generating investment opportunities using LLMs
Causal Graph Informed Deep Learning
Open-vocabulary object detections of inventory items
Detection and Classification of Historic Watermarks
AI-Driven Design Optimization with Physics Simulators
Pathology Data Science for Molecular and Digital Pathology AI
Physical Human-Robot Collaboration: Human Intent Prediction
Data Simulation for Improving Autonomous Driving
GNN-Based Multi-Resolution Simulator for Particle-Based Fluid Mechanics
Deep Learning for Detergents
Practical ML Solutions for Uncertainty Quantification in Regression Problems
NAS Benchmark for Classification in Earth Observation
Meta-Reinforcement Learning for Broad Non-Parametric Tasks
Creating a single-cell atlas of human blood
NLP and Knowledge Graphs for Research Cluster Prediction and Analysis
Uncertainty Quantification at Amazon
Alyne: Enterprise Risk Autopilot
Detecting novel objects with only few examples
Partial 3D Thyroid Registration using GCN
Training DL Models for The Edge
NLP for intelligent data mining
Acceleration of Neural Network Training
Soybean yield estimation with Machine Learning and Remote Sensing in Brazil
Generation of synthetic segmented medical images for tumor detection
Predicting and preventing rotational delays of aircraft
panCRISPR Toolbox - a deep learning approach to improve CRISPR/Cas experiments
Geometrical Deep Learning on 3D Models: Classification for Additive Manufacturing
Building and Applying an Ontology-Based Medical Graph Database
Human-in-the-loop Video Mining
Deep Learning in Natural Language Processing for Analysis of Document Similarity
End-to-end process enhancement for Crew management
Development of intrinsic motivation complex for an artificial conversational entity
Resource Forecasting for Satellite Operations using Multivariate Time Series Data
i4.0 Monitoring System for Better Utilization of Warehouse Forklift Fleet
Defining corporate health classes
Advanced Analytics in Metal Forming Processes
Capital Bay – Revolution of Real Estate Valuation
Uncertainty Estimation for Deep Medical Image Segmentation
Predictive Process Management for aircraft MRO
Defining corporate health classes
Emotional states and personality profiles in Conversational AI
Multi-Agent Reinforcement Learning for Logistics
Deep learning for genetic risk prediction
Revolution of Real Estate Valuation
Interpretable AI for business applications
3D Matching of TerraSAR-X Derived Ground Control Points to Mobile Mapping Data
Machine learning-based image detection for lensless microscopy in life science
How to handle data from living cells
Process Mining and Natural Language
On-The-Fly pattern recognition for satellite time series data
Continuous Learning of Deep Neural Networks
AI-driven analysis and image acquisition of in-vivo neuronal network activity
Semi-Supervised Labeling of Data with Varying Distributions
Energy-Efficient Runtime in HPC Systems with Machine Learning
AI for document understanding
Development of an Artificial Conversational Entity (ACE) for continuous learning and adaptation to user’s preferences and behavior.
A network analytical take on the European Parliament
Enhancement of clinical optoacoustic and ultrasound images
A Company’s Digital Twin
Grid load peak prediction
Cross-lingual Semantic Search
Social Media Analytics
Advanced longitudinal analysis of repeated blood marker measurements in a population-based setting
PDE learning for verification
Understanding world-wide flight tracking data
Modelling of effective scrap rates for V2500 engine
Machine learning powered Process Mining
End-To-End Learning AI
Autonomous lane following in a simulated environment
A Machine Learning playing GO
Find available parking slots
Climate change and health
