Embedded Hardware Security

Implementation of high-accurate photogrammetry pipeline for railway tracks

Enhancing Intelligent Systems with Large Language Model Reasoning

Learning through Exploration and Qualitative Models: A Human-Inspired Approach to Robotic Intelligence of application.

Augmented Reality Visualization of Human Anatomy for Physiotherapy Education

Trasnformers and CNNs for Individual and Cluster-Level Classification of Breast Microcalcification in Mammography

Explainability of conditional diffusion models

Autonomous Drone Racing Using Only Onboard Sensing and Computation

3D Wall Reconstruction on a Moving Robotic Arm Using RGB-D SLAM and Laser Calibration

Real-time Clinical Motion Capture with HoloLens 2

Multi-Modal Representation Learning on Large-Scale Datasets

Semantic Scene Understanding with Vision-Language Models for Safer Aerial Robot Motion Planning

Feature extraction from prostate MRI using Autoencoders

Hardware Acceleration of Hyperspectral Image Fusion

Learned Compression in Distributed Computer Vision Tasks

Visualization Tools for Graph Deep Learning Predictions and Explanations

Master Thesis Proposal IMU-Driven Foot Immersion in VR: Advancing Fall Risk Evaluation for Neurological Conditions

Real-time Acoustic Applications

Evaluation of Low-Power Strategies for Biomedical Wearable Devices

Exploring Downstream Tasks of Text-to-Image Generative Models

Generative AI at the Edge

Distributed Learning of DNNs for Vision Classification Tasks

Semi-automated as-built verification of railway infrastructure using drone imagery

Fusion of 3D Digital Breast Tomosynthesis and Clinical Data Using HyperFusion-Net for Breast Microcalcification Classification

Deep unfolding for integrated communication and sensing

Modeling Building Facades from Street-level Imagery

Markov Networks and Generative Deep Learning for Air Quality Forecasting

Deep Learning for real-time estimation of knee contact forces

Embedded AI for lensless cameras

Natural Language Explanations for AI in Agriculture

Machine learning for transient radar signal processing

Large Language Models for Automated Clinical Coding

Federated Learning for Language Models

Trustworthy Deep Fake Detection

Addressing Adversarial Attacks in AI-Enhanced Manufacturing

Explainable AI for protein folding (XAI in computational biology)

Deep unfolding for computer vision

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

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

Implementation and evaluation of asynchronous MAC protocols for 2.4 GHz LoRa

Registration and Analysis of Breast MCs on Sequential Mammography Images

Plenoptic Image Representations (Photogrammetry, NeRF, Gaussian Splatting)

Enhancing Skeletal Tracking Accuracy of Azure Kinect with Deep Learning

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

Semantic Image Compression

Interpretable AI for joint communication and sensing

Predicting survival for melanoma

Markov Networks and Generative Deep Learning for Air Quality Forecasting

Implementation and Evaluation of Synchronized MAC Protocol for 2.4 GHz LoRa

Natural Language Explanations for Medical Imaging