Search Results for author: Robin Senge

Found 3 papers, 1 papers with code

Teacher Network Calibration Improves Cross-Quality Knowledge Distillation

1 code implementation15 Apr 2023 Pia Čuk, Robin Senge, Mikko Lauri, Simone Frintrop

We investigate cross-quality knowledge distillation (CQKD), a knowledge distillation method where knowledge from a teacher network trained with full-resolution images is transferred to a student network that takes as input low-resolution images.

Image Classification Knowledge Distillation

Demand Forecasting using Long Short-Term Memory Neural Networks

no code implementations19 Aug 2020 Marta Gołąbek, Robin Senge, Rainer Neumann

In this paper we investigate to what extent long short-term memory neural networks (LSTMs) are suitable for demand forecasting in the e-grocery retail sector.

Rectifying Classifier Chains for Multi-Label Classification

no code implementations7 Jun 2019 Robin Senge, Juan José del Coz, Eyke Hüllermeier

Classifier chains have recently been proposed as an appealing method for tackling the multi-label classification task.

Attribute Classification +2

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