Swedish AI Society workshop 2025 will take place at Halmstad University, in Building S, room S1020.

Monday 16th of June 2025

08:30 09:25 Registration & Welcome Fika
09:25 09:30 Conference Opening
09:30 10:30 Keynote 1 (Kalle Åström)
10:30 11:00 Lightning Talks (6 short papers, 5 minutes each) Chair: Greg Nalepa
    Density-Aware Contrastive Learning for Overlapping Regions by Joakim Månsson & Gustav Sollenius
    Multivariate Time Series Forecasting for ATM Cash Demand, an Adaptation to Anomalous Events by Joel Ekstrand, Tor Mattsson, Zahra Taghiyarrenani, Slawomir Nowaczyk, Jens Lundström & Mikael Lindén
    Automating workforce scheduling with Large Language Model and Constraints by Lucas Haraldsson & Mouhamed Houssari
    Gradient–Momentum Correlation for Intrinsic Exploration in Deep Reinforcement Learning by Samuel Blad & Amy Loutfi
    AI for Human-Centered Industrial Automation: Case Study of Rubber Extrusion Optimization by Parisa Jamshidi & Slawomir Nowaczyk
    Exploring Tabular Data Leakage Under Model Inversion Attacks by Jens Lundström, Eric Järpe & Atiye Sadat Hashemi
11:00 12:00 Poster session
12:00 13:00 Lunch
13:00 14:30 Session 1 (3 full papers) Chair: Martin Boldt
    RetinaGate: A Gated Feature Pyramid Network for Improved Object Detection with SE-based Attention by Mahtab Jamali, Paul Davidsson, Reza Khoshkangini, Martin Georg Ljungqvist & Radu-Casian Mihailescu
    Optimising Pixel-Wise Time-Series Analysis of Vegetation Indices Imagery via Key-Pixel Selection by Tibo Bruneel, Welf Löwe, Morgan Ericsson, Diego Perez-Palacin & Jonas Nordqvist
    Transformers to Predict Embryo Quality Using Images and External Factors by Adnane Soulaimani, Carina Schwaiger, Reza Khoshkangini, Magnus Johnsson & Thomas Ebner
14:30 15:00 Fika
15:00 16:00 Session 2 (2 full papers) Chair: Paul Davidsson
    Different Hallucinations calls for Different Solutions – A Categorisation of LLM Transcription Mistakes by Nemi Pelgrom & Håkan Grahn
    Recommendation System of Client-Requested Projects in the Swedish Consultancy Market with LLMs by Diogo Buarque Franzosi, Kristijan Capovski, Maycel Isaac & Stefan Byttner
16:00 16:20 SAIS MSc Thesis Award
16:20 ~17:20 SAIS yearly meeting
17:00 ~17:30 Go to city center
~17:15 19:00 Social activity (city quest starting at Halmstads Slott or Stora Torg)
19:00 ~22:00 Dinner at Hotel Mårtenson

Tuesday 17th of June 2025

09:00 10:00 Keynote 2 (Markus Lingman)
10:00 10:30 Fika
10:30 11:00 Session 3 (1 full paper) Chair: Lars Mollberg
    On the management of definitions in fast-paced research – A systematic collection of Uncertainty definitions in Computer Science by Nemi Pelgrom, Mats Walldén & Karl Andersson
11:00 11:45 Lightning Talks (8 short papers, 5 minutes each) Chair: Elin A. Topp
    On the Incongruencies of Visual Explanations and Their Robustness: From Stability to Adversarial Attacks by Vincenzo Buono, Peyman Sheikholharam Mashhadi, Mahmoud Rahat, Prayag Tiwari & Stefan Byttner
    Fault Prediction with Interval-Censored Event Times Using Autoencoder Reconstruction Errors by Martin Boldt, Shahrooz Abghari, Birger Melkersson, Anton Borg, Amir Yyavariabdi, Christian Nordahl, Roger Ahlin, Håkan Grahn, Erik Svensson
    Robust People Counting in Public Spaces Using Overhead Cameras: Addressing Challenges of Rapid Movement, Headwear, and Bidirectional Flow by Anderson Tavares, Maycel Isaac, Jens Lundström & Stefan Byttner
    Online Learning for Energy Consumption Forecasting in Heavy-Duty Electric Vehicles by Yuantao Fan, Nuwan Gunasekara & Zhenkan Wang
    Get a grip — Accurate Robot–Human Handovers by Esranur Errturk
    Integrating Temporal Modeling into End-to-End Driving for Ultralight Collaborative Vehicles: Preliminary Results by Nosheen Abid, Paul Davidsson, Hannes Bergkvist & Ivar Bergkvist
    Self-supervised Pre-training to Enable Agile Task-Learning: A comparison of models in Swedish by Jim Ahlstrand, Martin Boldt & Anton Borg
    AIM-TRUE: AI-driven automotive service market–towards more resource-efficient and sustainable vehicle maintenance by Nuwan Gunasekara, Abdallah Alabdallah, Mohammed Ghaith Altarabichi & Slawomir Nowaczyk
11:45 12:45 Lunch
12:45 14:45 Session 4 (4 full papers) Chair: Gideon Mbiydzenyuy
    Navigating demand forecasting in make-to-order manufacturing: the role of global models and intermittent time-series by Jonatan Flyckt & Niklas Lavesson
    Blimp-based Crime Scene Analysis by Martin Cooney & Fernando Alonso-Fernandez
    Quantifying User Engagement in a Triadic Human-Robot Interaction Setup: Incorporating Gaze, Head Pose, and Affective Cues by Bahram Salamat Ravandi, John Currie, Pierre Gander & Robert Lowe
    Exploring trustworthy artificial intelligence and its stakeholders: A literature review by Jabbar Hussain, Dina Koutsikouri & Jan Ljungberg
14:45 15:15 Fika
15:15 16:15 Keynote 3 (Benyou Wang)
16:15 16:45 Poster Session & Farewell Fika
16:45 17:00 Closing ceremony

Please find here information on the venue, getting to Halmstad, and available accommodation.

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