Search Results for author: Kirill Sidorov

Found 3 papers, 1 papers with code

SoftLoc: Robust Temporal Localization under Label Misalignment

1 code implementation25 Sep 2019 Julien Schroeter, Kirill Sidorov, Dave Marshall

This work addresses the long-standing problem of robust event localization in the presence of temporally of misaligned labels in the training data.

Position Temporal Localization +2

Gradient Weighted Superpixels for Interpretability in CNNs

no code implementations16 Aug 2019 Thomas Hartley, Kirill Sidorov, Christopher Willis, David Marshall

As Convolutional Neural Networks embed themselves into our everyday lives, the need for them to be interpretable increases.

Action Recognition Image Classification +1

Weakly-Supervised Temporal Localization via Occurrence Count Learning

no code implementations17 May 2019 Julien Schroeter, Kirill Sidorov, David Marshall

We propose a novel model for temporal detection and localization which allows the training of deep neural networks using only counts of event occurrences as training labels.

Temporal Localization

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