CV

Research experience, education, and publications

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Basics

Name Ariel Gjaci
Label Postdoctoral Researcher
Email ariel.gjaci@iit.it
Phone +393483776041
Website Website
Summary Postdoctoral researcher with a PhD in Artificial Intelligence and Robotics. Develops multimodal generative models for human motion and spatial audio, combining diffusion transformers, representation learning, dataset development, and experimental evaluation in Python and PyTorch.

Work

  • 2025.02 - Present

    Genoa, Italy

    ITALIAN INSTITUTE OF TECHNOLOGY (IIT) | Postdoctoral Researcher

    Multimodal learning and spatial audio for immersive environments in the European XTREME project.

    • Developing few-shot room impulse response generation from audio and depth, with counterfactual training for reverberation control (ongoing research).
    • Built Eigenmike 64 processing pipelines for beamforming, binaural rendering, and acoustic mapping on 3D room point clouds.
    • Implemented audio/video synchronization and 360-degree acoustic overlays for spatial-audio recordings.
  • 2021.11 - 2025.05

    Genoa, Italy / London, UK

    UNIVERSITY OF GENOA | PhD Researcher

    Research on multimodal human motion generation and domain generalization, including a research collaboration with King's College London.

    • Designed ALaDiT, a multimodal diffusion transformer generating 4 s of 3D motion in <14 ms on a single RTX 3090 (SICAGE, ECCV 2026).
    • Created and released TED4C-L: 106.45 hours from 764 speakers, aligning MMPose-extracted motion with audio and text.
    • Analyzed cultural cues in interaction and affective data using classical and deep learning models (AIRO 2022; AHRI at ACII 2024).
    • Learned cultural representations with Fishr and adversarial domain generalization, using speaker-disjoint training and evaluation.
    • Benchmarked generative models with controlled ablations; released training and evaluation code.
    • Developed semantic-similarity algorithms for symbolic and deictic gesture labeling (IEEE RO-MAN 2024).
  • 2021.05 - 2021.10

    Italy

    AKKA TECHNOLOGIES | Software Engineer
    • Developed Python backend software for aircraft panels and presented a working demo to stakeholders.

Skills

Generative Modeling
Diffusion transformers
GANs
Multimodal conditioning
Learning and Evaluation
Representation learning
Domain generalization
Generative model evaluation
Programming
Python
C/C++
MATLAB/Simulink
ML Frameworks
PyTorch
Scikit-learn
TensorFlow
Tools and Training
Git
Linux
SLURM
Data parallelism

Education

Publications

Teaching and Service

  • Teaching and Academic Service
    University of Genoa and research community
    Teaching assistant, workshop co-organizer, reviewer, and session chair.
    • Teaching assistant: Foundations of Informatics (C++), 60 hours; Mobile Programming (Android/Kotlin), 30 hours.
    • Co-organizer of the ECCV workshop Expressive Encounters.
    • Reviewer for AAAI, ECCV, ACM Multimedia, IROS, ICMI, and the International Journal of Social Robotics.
    • Session chair at IEEE RO-MAN 2024.

Certificates

1st Doctoral Summer School on Robotics and Intelligent Machines
Scuola Superiore Sant'Anna 2023-10-01
Topics in Modern Machine Learning
MaLGa - Machine Learning Genoa Center 2023-06-01

Languages

Italian
Native speaker
Albanian
Native speaker
English
Fluent