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Shiraj Sen

2 accepted papers

2020

Spatiotemporal Representation Learning with GAN Trained LSTM-LSTM Networks

ICRA 2020poster

Learning robot behaviors in unstructured environments often requires handcrafting the features for a given task. In this paper, we present and evaluate an unsupervised representation learning architecture, Layered Spatiotemporal Memory Long Short-Term Memory (LSTM-LSTM), that learns the underlying r…

Cited by 5SourceScholar
2016

A perception system for detecting brake levers in outdoor rail yard environments

IROS 2016poster

A rail yard is a dangerous environment for humans to work in, primarily because of the possibility of serious injuries associated with moving rail cars, locomotives, and uneven terrain. For robots to act autonomously in such environments, there exists a need for a perception system that can act reli…

Cited by 2SourceScholar