4 papers
Where Do Vision Language Models Fail at 3D Reasoning?
Khai Le-Duc, Nguyen Kim Hai Bui, An Ngo +11
Vision-language models can get individual judgments right while struggling to recover and consistently use the exact properties of a 3D object. To characterize this gap, we introdu…
When Simpler Is Better: Evaluating Translation Pipelines for Medieval Latin Manuscripts
Nguyen Kim Hai Bui, Md. Easin Arafat, Tamás Gábor Orosz +1
Despite remarkable progress in machine translation, Vision Language Models (VLMs) struggle on historical manuscripts, a domain that stresses core Natural Language Processing (NLP)…
Transformer Encoder and Multi-features Time2Vec for Financial Prediction
Nguyen Kim Hai Bui, Nguyen Duy Chien, Péter Kovács +1
Financial prediction is a complex and challenging task of time series analysis and signal processing, expected to model both short-term fluctuations and long-term temporal dependen…
MultiMed-ST: Large-scale Many-to-many Multilingual Medical Speech Translation
Khai Le-Duc, Tuyen Tran, Bach Phan Tat +10
Multilingual speech translation (ST) and machine translation (MT) in the medical domain enhances patient care by enabling efficient communication across language barriers, alleviat…