26 citations · 32 across the 8 of their papers we have counts for
4 papers · 1 filter
A Feature-space Multimodal Data Augmentation Technique for Text-video Retrieval
Alex Falcon, Giuseppe Serra, Oswald Lanz
Every hour, huge amounts of visual contents are posted on social media and user-generated content platforms. To find relevant videos by means of a natural language query, text-vide…
UniUD-FBK-UB-UniBZ Submission to the EPIC-Kitchens-100 Multi-Instance Retrieval Challenge 2022
Alex Falcon, Giuseppe Serra, Sergio Escalera +1
This report presents the technical details of our submission to the EPIC-Kitchens-100 Multi-Instance Retrieval Challenge 2022. To participate in the challenge, we designed an ensem…
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…