Human-Centered Artificial Intelligence > Lehre

Wir bieten Lehrveranstaltungen für Studierende und Doktorand*innen der Technischen Fakultät im Bereich Multimodal Behavior Processing an. Unsere Seminare sind forschungsorientiert, kombinieren praktische Übungen mit theoretischem Input und geben einen Einblick in aktuelle Debatten auf dem Gebiet.
Wenn Sie Interesse an einem Projekt, einem Praktikum oder einer Abschlussarbeit in unserer Arbeitsgruppe haben, kontaktieren Sie gerne Dr. Olya Hakobyan.

Abschlussarbeiten

Die folgenden Abschlussarbeiten werden zur Zeit innerhalb der Forschungsgruppe angeboten:

Studierendenprojekte

Die folgenden Studierendenprojekte werden zur Zeit innerhalb der Forschungsgruppe angeboten:

• Deep learning Methods for Heart Rate Estimation
• Explainable Methods for Heart rate Estimation

Kurse Wintersemester 25/26

• Multimodal Behavior Processing: Affective Signals (V) (Drimalla, WiSe 2025/2026)

• Project: Accuracy and Robustness of Webcam-Based Gaze Trackers (Pj) (Drimalla, Saakyan, WiSe 2025/2026)

• Forschungskolloquium: Human-Centered AI Lab (S) (Drimalla, WiSe 2025/2026)

• Human-Centered Artificial Intelligence (Journal Club) (S) (Drimalla, Hakobyan, WiSe 2025/2026)

• Übungen: Vertiefung Neuronale Netze (Ü) (Drimalla, Kappel, WiSe 2025/2026)

• Vertiefung Neuronale Netze (V) (WiSe 2025/2026)

• Project: One Person, One Shot: Pipeline for Fair Participation in Online Studies (Pj) (Hakobyan, Drimalla, WiSe 2025/2026)

• The devil is in the detail: understanding statistics through replication and critical reading (S) (Hakobyan, Drimalla, WiSe 2025/2026)

   

Kurse Sommersemester 2025

• Grundlagen Neuronaler Netze (V) (Drimalla, SoSe 2025)
• Project: Temporal Modeling of Multimodal Behavioral Data for ASC Assessment (Pj) (Saakyan, Drimalla, SoSe 2025)
• Human-Centered Artificial Intelligence (Journal Club) (S) (Drimalla, Johnson, SoSe 2025)
• AG Kolloquium Multimodal Behavior Processing (S) (Drimalla, SoSe 2025)
• Project: Visualizing messaging patterns: A tool for individuals to explore their WhatsApp, Facebook and Instagram communication (Pj) (Hakobyan, Martin, Drimalla, SoSe 2025)
• Project: De-identifying Telegram, Signal and TikTok data for safe and ethical research (Pj) (Martin, Hakobyan, Drimalla, SoSe 2025)

Kurse Wintersemester 24/25

• Multimodal Behavior Processing: Affective Signals (V) (Drimalla,WiSe 2024/2025)
• Multimodal Behavior Processing: Affective Signals (Ü) (Drimalla,WiSe 2024/2025)
• Project: Deep learning Methods for Heart Rate Estimation (Pj) (Drimalla, Acharya WiSe 2024/2025)
• Project: Multimodal Behavior Processing - Projects (Pj) (Drimalla, Norden WiSe 2024/2025)
• Human-Centered Artificial Intelligence (Journal Club) (S) (Drimalla, Johnson WiSe 2024/2025)
• AG Kolloquium Multimodal Behavior Processing (S) (Drimalla,WiSe 2024/2025)

Vergangene Kurse

• Empathic Artificial Intelligence (Interactive/Multimodal Journal Club) (Hakobyan, Norden SoSe 2024)
• AG Kolloquium Multimodal Behavior Processing (Drimalla, SoSe 2024)
• Introduction to Machine Learning (Drimalla, WiSe 2023/24)
• Journal Club: Hot Topics in Multimodal Behavior Processing (Drimalla, Johnson WiSe 2023/24)
• AG Kolloquium Multimodal Behavior Processing (Drimalla, WiSe 2023/24)
• Multimodal Behavior Processing: Affective Signals (Lecture & Tutorial) (Drimalla SoSe 2023)
• Explainable AI for Affective Computing (Drimalla SoSe 2023)
   
• Journal Club: Challenging the state-of-the-art in multimodal machine learning for behavior processing (Drimalla, Johnson SoSe 2023)
   
• AG Kolloquium Multimodal Behavior Processing (Drimalla SoSe 2023)
   

• Journal Club: Machine Learning Methods for Small Datasets in Multimodal Behavior Processing (Drimalla, Johnson, WiSe 2022/2023)

  • Kursübersicht

• AG Kolloquium Multimodal Behavior Processing (Drimalla WiSe 2022/2023)

• Vorlesung: Multimodal Behavior Processing: Affective Signals (Drimalla, SoSe 2022)

  • Kursübersicht

• Übung: Multimodal Behavior Processing: Affective Signals (Drimalla, SoSe 2022)

• Seminar: Explainable AI for Affective Computing (Johnson, Drimalla, SoSe 2022)

  • Kursübersicht

• Journal club: Hot Topics in Multimodal Behavior Processing (Drimalla, SoSe 2022)

  • Kursübersicht

• Seminar: Biases in Artificial Intelligence (Drimalla, Johnson, WiSe 2021/22)
  • Kursübersicht
• Journal Club: Hot Topics in Multimodal Behavior Processing (Drimalla, Johnson, WiSe 2021/22)
  • Kursübersicht
• Seminar: Affective Signals (Drimalla, SoSe 2021)
  • Kursübersicht
• Search, Read and Judge Scientific Literature (Hasso-Plattner Institut, Digital Health Center)
• Health Behavior, Mental Health and Neuropsychiatric Disorders (zwei Sitzungen im Kurs "Health and Disease Core Competencies")(Hasso-Plattner Institut, Digital Health Center)
• Developing and Validating Psychological Tests (Vorlesung zu Forschungsmethoden - Berlin School of Mind and Brain, Humboldt Universität zu Berlin)
• Empirical Research Training for Master Students (Berlin School of Mind and Brain, Humboldt Universität zu Berlin)
• Empathy (Summer School at START–SommerCampUS, START-Foundation, Hertie-Foundation)
• Übung zu Empirical Fundamentals of Psychology (Department of Cognition, Faculty for Psychology, Ruhr-Universität)