Results

What We Have Achieved

Track our project deliverables, conference proceedings, and scientific publications –
the formal outputs of the InnovAIte Slovakia consortium across all eight Work Packages.

Deliverables

Project Deliverables

Formal outputs organized by Work Package.

Work packages

WP1

Project management

WP2

Communication & dissemination

WP3

Cross-domain AI

WP4

AI-driven buildings

WP5

AI-driven video

WP6

AI-driven software

WP7

AI-driven insurance

WP8

AI-infused prototypes

Work Package 1

Project Management

D1.3

Data management plan and its implementation report

D1.4

Plan for Knowledge Sharing and Ensuring Excellence

D1.5

Action Plan for International Networking

Work Package 2

Communication & Dissemination

D2.2

Project website established with news published

D2.3

Expert conferences: Kick-Off Conference, Trnava

D2.3

Expert conferences: 2nd InnovAIte Conference, Žilina

D2.3

E-newsletters: InnovAIte Slovakia 01/2025

D2.3

E-newsletters: InnovAIte Slovakia 02/2025

D2.3

E-newsletters: InnovAIte Slovakia 03/2025

D2.3

E-newsletters: InnovAIte Slovakia 04/2025

D2.5

D2.6

Summary Articles: Partial Report

D2.8

Promotional materials: Partial Report

Work Package 3

Cross-Domain AI Research Initiative

D3.1

Ethical AI Guidelines

Work Package 4

Sustainable Energy Strategy with AI

D4.1

First requirements and implementation plan

D4.2

Second year research and development report

Work Package 5

AI-Video Driven Building and Road Safety

D5.1

Tools and methods for synthetic data generation

D5.5

Device Selection Report

Work Package 6

Automating Software Development with AI

D6.3

Report on submitting sensitive source code and data to AI models

Work Package 7

AI-Driven Insurance Operations

D7.2

Comprehensive dataset with cleaned data

D7.3

Trained models with evaluation metrics

Proceedings

Insights That Move Ideas Forward

Conference proceedings collecting insights, speakers and outcomes from each InnovAIte event.

2nd InnovAIte Conference Proceedings

Proceedings of the 2nd InnovAIte Conference titled "AI Synergy: Connecting Research, Industry, and Regional Innovation

Kick-off conference Proceedings

Download the official proceedings from the InnovAIte Slovakia Kick-off Conference, featuring key insights, topics, and outcomes from the event.

Articles

Research Paper Highlights

Peer-reviewed scientific output produced by the InnovAIte Slovakia consortium.

Universal NER v2: Towards a Massively Multilingual Named Entity Recognition Benchmark

AUTHORS: Blevins, Mayhew, Šuppa, Gonen, Mirkin, Pais, Dobrovoljc, et al.

SlovKE: A Large-Scale Dataset and LLM Evaluation for Slovak Keyphrase Extraction

AUTHORS: Števaňák, Šuppa

SloPal: A 60-Million-Word Slovak Parliamentary Corpus with Aligned Speech and Fine-Tuned ASR Models

AUTHORS: Božík, Šuppa

Cindy: A Toolkit for Automated Architecture Recovery in Large Software Repositories

AUTHORS: Marko, Radoský, Uherčík, Antakli, Polášek

LLM Agents in Software Development: A Systematic Mapping Study of Capabilities, Failure Modes, and Governance Guardrails

AUTHORS: Petrovič, Van Tran, Nguyen Trung, Babič

Heterogeneous Video Ingestion to AI Models

AUTHOR: Vapeník

CARJAN: Agent-Based Generation and Simulation of Traffic Scenarios with AJAN

AUTHORS: Neis, Antakli, Klusch

Development of a Digital Building Management System Supported by AI and BIM Models

AUTHORS: Funtík, Varga, Michalák, Šveda

Utilization of BIM Model Data in Building Energy Management

AUTHORS: Varga, Michalák, Olexík

Capabilities and Requirements of Building Management Systems in Slovakia – Results of a Questionnaire Survey

AUTHORS: Krajčík, Václavová, Ingeli

Current Building Management System Capabilities and Requirements in Slovakia – Preliminary Results from a Questionnaire Survey

AUTHORS: Krajčík, Václavová, Ingeli

Evaluation of Selected 3D Data Acquisition Systems for Capturing the Geometry of Building Structures

AUTHORS: Honti, Erdélyi, Funtík

Building Information Modeling: A Case Study of the Natural History Museum in Bratislava

AUTHORS: Erdélyi, Funtík, Honti, Marčiš

Evaluation of Point Cloud Generation from 360° Videos of Indoor Spaces and Heritage Sites

AUTHORS: Honti, Erdélyi, Funtík

Supporting software engineering tasks with agentic AI: Demonstration on document retrieval and test scenario generation

AUTHORS: Kica, Radoský, Slivka, Kubinová Dovhun, Uherčík, Birčák, Polášek

Approaches to Semantic Textual Similarity in Slovak Language: From Algorithms to Transformers

AUTHORS: Radoský, Blšták, Krajčovič,
Polášek

Large Language Models in Software Documentation and Modeling: A Literature Review and Findings

AUTHORS: Radoský, Polášek

Synthetic-to-real deep learning for identity card segmentation and line-based geometric rectification

AUTHORS: Svobodová, Strakoš, Říha, Postava, Fördös, Silber

Dynamic sparkle rendering: photorealistic real-time visualization of glittering surfaces in interactive scenarios

AUTHORS: Ďurikovič, Kica, Mihálik

Building Information Modeling: A Case Study of the Natural History Museum in Bratislava

AUTHORS: Erdélyi, Funtík, Honti, Marčiš

Public property insurance systems in EU countries and possibilities for using AI in insurance

AUTHORS: Krajčo, Jakubčinova, Zinnikus

Customer perception of AI-supported communication in insurance: a Rapid Review

AUTHORS: Jašková, Kráľová

Decentralized Privacy-Preserving Federated Learning of Computer Vision Models on Edge Devices

AUTHORS: Harenčák, Gajdošech, Madaras

Detecting 3D Line Segments for 6DoF Pose Estimation with Limited Data

AUTHORS: Mok, Gajdošech, Mesároš, Madaras, Kocur

Billboard in Focus: Estimating Driver Gaze Duration from a Single Image

AUTHORS: Pizarroso, Berger Haladová, Černeková, Kocur

Image Stitching Methods for Enhanced Multicamera Computer Vision

AUTHORS: Cymbalak, Vápeník, Korének

Legal, Economic and Ethical Limits and Challenges of Artificial Intelligence in Human Resource Management

AUTHORS: Bobíková, Břečka, Babič

Efficient and Explainable 3D CNNs for Alzheimer's MRI Diagnosis

AUTHORS: Ropjak, Cernekova

Are Minimal Radial Distortion Solvers Really Necessary for Relative Pose Estimation?

AUTHORS: Kocur, Tzamos, Ding, et al.

RePoseD - Efficient Relative Pose Estimation With Known Depth Information

AUTHORS: Ding, Kocur, Vavra, et al.

Efficient vision-based vehicle speed estimation

AUTHORS: Macko, Gajdošech, Kocur

Practical solutions to the relative pose of three calibrated cameras

AUTHORS: Tzamos, Kocur, Ding, et al.

Trojsten Benchmark: Evaluating LLM Problem-Solving in Slovak STEM Competition

AUTHORS: Suppa, Zahradník

Gratex International a.s.

GBC IV, Galvaniho 17/C,
82104 Bratislava, Slovak Republic

Contact

‍E-mail: info@innovaite.sk
‍Phone: +421 (2) 5341 1441

Social Networks

© 2025 InnovAIte Slovakia

® All rights reserved