3 citations · 7 across the 13 of their papers we have counts for
4 papers · 1 filter
PIVOT: Prompting for Video Continual Learning
Andrés Villa, Juan León Alcázar, Motasem Alfarra +5
Modern machine learning pipelines are limited due to data availability, storage quotas, privacy regulations, and expensive annotation processes. These constraints make it difficult…
Bridging the visual gap in VLN via semantically richer instructions
Joaquin Ossandón, Benjamin Earle, Álvaro Soto
The Visual-and-Language Navigation (VLN) task requires understanding a textual instruction to navigate a natural indoor environment using only visual information. While this is a t…
DeepSocNav: Social Navigation by Imitating Human Behaviors
Juan Pablo de Vicente, Alvaro Soto
Current datasets to train social behaviors are usually borrowed from surveillance applications that capture visual data from a bird's-eye perspective. This leaves aside precious re…
TNT: Text-Conditioned Network with Transductive Inference for Few-Shot Video Classification
Andrés Villa, Juan-Manuel Perez-Rua, Victor Escorcia +3
Recently, few-shot video classification has received an increasing interest. Current approaches mostly focus on effectively exploiting the temporal dimension in videos to improve l…