Search Results for author: Felipe Torres

Found 3 papers, 1 papers with code

CA-Stream: Attention-based pooling for interpretable image recognition

no code implementations23 Apr 2024 Felipe Torres, Hanwei Zhang, Ronan Sicre, Stéphane Ayache, Yannis Avrithis

Explanations obtained from transformer-based architectures in the form of raw attention, can be seen as a class-agnostic saliency map.

Opti-CAM: Optimizing saliency maps for interpretability

no code implementations17 Jan 2023 Hanwei Zhang, Felipe Torres, Ronan Sicre, Yannis Avrithis, Stephane Ayache

Methods based on class activation maps (CAM) provide a simple mechanism to interpret predictions of convolutional neural networks by using linear combinations of feature maps as saliency maps.

SIMBA: Specific Identity Markers for Bone Age Assessment

1 code implementation10 Jul 2020 Cristina González, María Escobar, Laura Daza, Felipe Torres, Gustavo Triana, Pablo Arbeláez

With this lack of available methods as motivation, we present SIMBA: Specific Identity Markers for Bone Age Assessment.

Hand Pose Estimation

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