Search Results for author: Estefanía Talavera

Found 3 papers, 1 papers with code

CAST: Clustering Self-Attention using Surrogate Tokens for Efficient Transformers

no code implementations6 Feb 2024 Adjorn van Engelenhoven, Nicola Strisciuglio, Estefanía Talavera

The self-attention from within each cluster is then combined with the cluster summaries of other clusters, enabling information flow across the entire input sequence.

Clustering

HR-Crime: Human-Related Anomaly Detection in Surveillance Videos

no code implementations31 Jul 2021 Kayleigh Boekhoudt, Alina Matei, Maya Aghaei, Estefanía Talavera

We rely on state-of-the-art techniques to build the feature extraction pipeline for human-related anomaly detection.

Anomaly Detection In Surveillance Videos

Visual Summary of Egocentric Photostreams by Representative Keyframes

1 code implementation5 May 2015 Marc Bolaños, Ricard Mestre, Estefanía Talavera, Xavier Giró-i-Nieto, Petia Radeva

Building a visual summary from an egocentric photostream captured by a lifelogging wearable camera is of high interest for different applications (e. g. memory reinforcement).

Clustering

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