Deep unfolding for computer vision

Semantic Image Compression

Real-time Acoustic Applications

Predicting survival for melanoma

Trustworthy Deep Fake Detection

Investigating Potential/Ambiguous Cluster-like Breast Microcalcifications through Deep Learning on High-Resolution Micro-CT Scans

Implementation and Evaluation of Synchronized MAC Protocol for 2.4 GHz LoRa

Natural Language Explanations for Medical Imaging

Markov Networks and Generative Deep Learning for Air Quality Forecasting

Applied Embedded AI

Embedded Hardware Security

Large Language Models for Automated Clinical Coding

Plenoptic Image Representations (Photogrammetry, NeRF, Gaussian Splatting)

Markov Networks and Generative Deep Learning for Air Quality Forecasting

Embedded AI for lensless cameras

Deep Learning for real-time estimation of knee contact forces

Hardware Acceleration of Hyperspectral Image Fusion

Natural Language Explanations for AI in Agriculture

Evaluation of Low-Power Strategies for Biomedical Wearable Devices

Detection and segmentation of brain metastases on [¹⁸F]FDG PET/CT

Deep unfolding for computer vision

Enhancing Skeletal Tracking Accuracy of Azure Kinect with Deep Learning

Explainable AI for protein folding (XAI in computational biology)

Federated Learning for Language Models

Development and Evaluation of Self-Supervised Deep Learning Models for IMU-Based Gait Event Detection and Analysis

Implementation and evaluation of asynchronous MAC protocols for 2.4 GHz LoRa

Machine learning for transient radar signal processing

Modeling Building Facades from Street-level Imagery

Addressing Adversarial Attacks in AI-Enhanced Manufacturing

Registration and Analysis of Breast MCs on Sequential Mammography Images