Search Results for author: Sebastian Agethen

Found 4 papers, 1 papers with code

Deep Multi-Kernel Convolutional LSTM Networks and an Attention-Based Mechanism for Videos

no code implementations30 Jul 2019 Sebastian Agethen, Winston H. Hsu

Herein, we propose a new enhancement to convolutional LSTM networks that supports accommodation of multiple convolutional kernels and layers.

Action Recognition

FishNet: A Camera Localizer using Deep Recurrent Networks

3 code implementations22 Apr 2019 Hsin-I Chen, Sebastian Agethen, Chiamin Wu, Winston Hsu, Bing-Yu Chen

This paper proposes a robust localization system that employs deep learning for better scene representation, and enhances the accuracy of 6-DOF camera pose estimation.

Pose Estimation

Mediated Experts for Deep Convolutional Networks

no code implementations19 Nov 2015 Sebastian Agethen, Winston H. Hsu

Our architecture achieves this with the help of expert networks: A network is trained on a disjoint subset of a given dataset and then run in parallel to other experts during deployment.

Incremental Learning

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