{"id":371,"date":"2026-10-02T13:22:20","date_gmt":"2026-10-02T13:22:20","guid":{"rendered":"https:\/\/vision.projects.unibz.it\/?page_id=371"},"modified":"2026-10-02T16:56:06","modified_gmt":"2026-10-02T16:56:06","slug":"teaching","status":"publish","type":"page","link":"https:\/\/vision.projects.unibz.it\/?page_id=371","title":{"rendered":"TEACHING"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">Lectures 2026\/27<\/h2>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Deep Learning<\/strong> &#8211; Master in Computing for Data Science (3rd semester)<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Computer Vision<\/strong> &#8211; Master in Computing for Data Science (4th semester)<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>AI and Machine Learning <\/strong>&#8211; Bachelor in Electronic and Information Engineering (5th semester)<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Introduction to Computer Vision<\/strong> &#8211; Bachelor in Electronic and Information Engineering (6th semester)<\/li>\n<\/ul>\n\n\n\n<div style=\"height:18px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">MSc and BSc Theses<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Current thesis topics<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Contrastive learning for video action anticipation<\/li>\n\n\n\n<li>Temporal action detection in video streams<\/li>\n\n\n\n<li>Computer vision for workplace safety<\/li>\n\n\n\n<li>Computer vision for team sports<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Completed theses:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Human Temporal Action Detection in Video Streams<\/li>\n\n\n\n<li>Evaluation of Action Recognition Architectures for a Production Environment by the example of Krone GmbH &amp; Co<\/li>\n\n\n\n<li>Fine-grained Action Recognition in Egocentric Videos (with 1st place at HoloAssist Challenge, CVPR 2024)<\/li>\n\n\n\n<li>Foundation Models applied to Depth Estimation for SLAM problem (with internship at Covision Lab)<\/li>\n\n\n\n<li>Automated Evaluation and Classification of Fat Bloom on Chocolate Surfaces using Image Processing Algorithms and Machine Learning Techniques (with internship at Loacker)<\/li>\n\n\n\n<li>Retrieval-Augmented Generation Chatbot: A Proof-of-Concept Implementation for Customer Service at Durst Group AG (with internship at Durst)<\/li>\n\n\n\n<li>Improving Semantic Segmentation Models for Vision-Based Anomaly Detection with Synthetic Data from Diffusion Models (with workshop paper at ICLR 2025)<\/li>\n\n\n\n<li>Human Action Recognition from Egocentric Video (with 2nd place at MECCANO Challenge, ICIAP 2023)<\/li>\n\n\n\n<li>Utilizing Multi-modal Data for Human Action Recognition Tasks<\/li>\n\n\n\n<li>Performance Disparities and Improvement Strategies in Industrial Anomaly Detection: A Comparative Case Study using MVTech and Real-World Data<\/li>\n\n\n\n<li>Real-Time Human 3D Pose Tracking by Fusing Egocentric and Exocentric Video Streams<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Lectures 2026\/27 MSc and BSc Theses Current thesis topics Completed theses:<\/p>\n","protected":false},"author":8,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-371","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/vision.projects.unibz.it\/index.php?rest_route=\/wp\/v2\/pages\/371","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vision.projects.unibz.it\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/vision.projects.unibz.it\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/vision.projects.unibz.it\/index.php?rest_route=\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/vision.projects.unibz.it\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=371"}],"version-history":[{"count":11,"href":"https:\/\/vision.projects.unibz.it\/index.php?rest_route=\/wp\/v2\/pages\/371\/revisions"}],"predecessor-version":[{"id":395,"href":"https:\/\/vision.projects.unibz.it\/index.php?rest_route=\/wp\/v2\/pages\/371\/revisions\/395"}],"wp:attachment":[{"href":"https:\/\/vision.projects.unibz.it\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=371"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}