39 citations · 114 across the 22 of their papers we have counts for
8 papers · 1 filter
Inductive Attention for Video Action Anticipation
Tsung-Ming Tai, Giuseppe Fiameni, Cheng-Kuang Lee +2
Anticipating future actions based on spatiotemporal observations is essential in video understanding and predictive computer vision. Moreover, a model capable of anticipating the f…
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…
NVIDIA-UNIBZ Submission for EPIC-KITCHENS-100 Action Anticipation Challenge 2022
Tsung-Ming Tai, Oswald Lanz, Giuseppe Fiameni +5
In this report, we describe the technical details of our submission for the EPIC-Kitchen-100 action anticipation challenge. Our modelings, the higher-order recurrent space-time tra…
Unified Recurrence Modeling for Video Action Anticipation
Tsung-Ming Tai, Giuseppe Fiameni, Cheng-Kuang Lee +2
Forecasting future events based on evidence of current conditions is an innate skill of human beings, and key for predicting the outcome of any decision making. In artificial visio…
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…