PhD programme: Computer Science and Artificial Intelligence Research area: Artificial Intelligence, Machine Learning, Deep Learning, Quantum Machine Learning Research group: AILAB Udine

Department

Department of Mathematics, Computer Science and Physics, University of Udine

Main research activities/topics/projects

All of the fields mentioned below accept candidates fluent in English or Italian
AI for Forestry applications  (https://ailab.uniud.it/2023/02/02/ai-for-forestry-applications/). Accepting Master and PhD candidates

Text-Video Retrieval (https://ailab.uniud.it/2022/09/01/semantic-text-video-retrieval/). Accepting Master, PhD, and Post Doc candidates

Video Question Answering (https://ailab.uniud.it/2020/07/31/video-question- answering/). Accepting Master, PhD, and Post Doc candidates

3D Complex Scenes Retrieval / Metaverse Understanding (https://ailab.uniud.it/2023/08/09/metaverse-understanding/).  Accepting Master, PhD, and Post Doc candidates

Quantum Machine Learning (https://ailab.uniud.it/2024/04/07/quantum-machine-learning-for-the-noisy-intermediate-scale-quantum-era/). Accepting Master and PhD candidates

NLP for Health (https://ailab.uniud.it/2020/07/28/adverse-drug-events-ade-extraction/). Accepting Master, PhD, and Post Doc candidates

NLP for Fake News Detection (https://ailab.uniud.it/2019/03/21/fake-news-detection/). Accepting Master, PhD, and Post Doc candidates
NLP for Digital Humanities (https://ailab.uniud.it/2022/12/20/digital-humanities/).. Accepting Master and PhD candidates

Working language

English

Special entry requirements

Familiarity with general Machine Learning and Artificial Intelligence algorithms and specific approaches based on the field chosen during the application (e.g. Multimodal approaches for Text-Video Retrieval). Experience in programming and using related frameworks (e.g. PyTorch and Pandas)

Duration in months (min-max)

Master Research: 3-6

PhD sandwich: 6-12

Post Doc: 6-12