Search Results for author: Colin Samplawski

Found 6 papers, 3 papers with code

Temporally Multi-Scale Sparse Self-Attention for Physical Activity Data Imputation

1 code implementation27 Jun 2024 Hui Wei, Maxwell A. Xu, Colin Samplawski, James M. Rehg, Santosh Kumar, Benjamin M. Marlin

Wearable sensors enable health researchers to continuously collect data pertaining to the physiological state of individuals in real-world settings.

Imputation

Learning Graph-Based Priors for Generalized Zero-Shot Learning

no code implementations22 Oct 2020 Colin Samplawski, Jannik Wolff, Tassilo Klein, Moin Nabi

The task of zero-shot learning (ZSL) requires correctly predicting the label of samples from classes which were unseen at training time.

Generalized Zero-Shot Learning Word Embeddings

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