5 citations · 5 across the 3 of their papers we have counts for
5 papers · 1 filter
Hierarchical Vision-Language Retrieval of Educational Metaverse Content in Agriculture
Ali Abdari, Alex Falcon, Giuseppe Serra
Every day, a large amount of educational content is uploaded online across different areas, including agriculture and gardening. When these videos or materials are grouped meaningf…
Relevance-based Margin for Contrastively-trained Video Retrieval Models
Alex Falcon, Swathikiran Sudhakaran, Giuseppe Serra +2
Video retrieval using natural language queries has attracted increasing interest due to its relevance in real-world applications, from intelligent access in private media galleries…
Learning video retrieval models with relevance-aware online mining
Alex Falcon, Giuseppe Serra, Oswald Lanz
Due to the amount of videos and related captions uploaded every hour, deep learning-based solutions for cross-modal video retrieval are attracting more and more attention. A typica…
SAIC_Cambridge-HuPBA-FBK Submission to the EPIC-Kitchens-100 Action Recognition Challenge 2021
Swathikiran Sudhakaran, Adrian Bulat, Juan-Manuel Perez-Rua +5
This report presents the technical details of our submission to the EPIC-Kitchens-100 Action Recognition Challenge 2021. To participate in the challenge we deployed spatio-temporal…
Data augmentation techniques for the Video Question Answering task
Alex Falcon, Oswald Lanz, Giuseppe Serra
Video Question Answering (VideoQA) is a task that requires a model to analyze and understand both the visual content given by the input video and the textual part given by the ques…