Manuel Traub

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 14

Top Topics

Biologically Plausible

Microscopy Images

Eligibility Traces

Top Venues

Publications

Manuel Traub, Frederic Becker, Sebastian Otte, Martin V. Butz
Looping LOCI: Developing Object Permanence from Videos. CoRR (2023)
Manuel Traub, Frederic Becker, Adrian Sauter, Sebastian Otte, Martin V. Butz
Loci-Segmented: Improving Scene Segmentation Learning. CoRR (2023)
Manuel Traub, Sebastian Otte, Tobias Menge, Matthias Karlbauer, Jannik Thümmel, Martin V. Butz
Learning What and Where: Disentangling Location and Identity Tracking Without Supervision. ICLR (2023)
Manuel Traub, Sebastian Otte, Tobias Menge, Matthias Karlbauer, Jannik Thümmel, Martin V. Butz
Learning What and Where - Unsupervised Disentangling Location and Identity Tracking. CoRR (2022)
Manuel Traub, Robert Legenstein, Sebastian Otte
Many-Joint Robot Arm Control with Recurrent Spiking Neural Networks. CoRR (2021)
Melvin Ciurletti, Manuel Traub, Matthias Karlbauer, Martin V. Butz, Sebastian Otte
Signal Denoising with Recurrent Spiking Neural Networks and Active Tuning. ICANN (5) (2021)
Manuel Traub, Robert Legenstein, Sebastian Otte
Many-Joint Robot Arm Control with Recurrent Spiking Neural Networks. IROS (2021)
Manuel Traub, Martin V. Butz, Robert Legenstein, Sebastian Otte
Dynamic Action Inference with Recurrent Spiking Neural Networks. ICANN (5) (2021)
Manuel Traub, Johannes Stegmaier
Towards Automatic Embryo Staging in 3D+t Microscopy Images Using Convolutional Neural Networks and PointNets. SASHIMI@MICCAI (2020)
Manuel Traub, Martin V. Butz, R. Harald Baayen, Sebastian Otte
Learning Precise Spike Timings with Eligibility Traces. ICANN (2) (2020)
Manuel Traub, Martin V. Butz, R. Harald Baayen, Sebastian Otte
Learning Precise Spike Timings with Eligibility Traces. CoRR (2020)
Manuel Traub, Johannes Stegmaier
Towards Automatic Embryo Staging in 3D+T Microscopy Images using Convolutional Neural Networks and PointNets. CoRR (2019)
Benjamin Schott, Manuel Traub, Cornelia Schlagenhauf, Masanari Takamiya, Thomas Antritter, Andreas Bartschat, Katharina Löffler, Denis Blessing, Jens C. Otte, Andrei Kobitski, G. Ulrich Nienhaus, Uwe Strähle, Ralf Mikut, Johannes Stegmaier
EmbryoMiner: A new framework for interactive knowledge discovery in large-scale cell tracking data of developing embryos. PLoS Comput. Biol. 14 (4) (2018)
Johannes Stegmaier, Benjamin Schott, Eduard Hübner, Manuel Traub, Maryam Shahid, Masanari Takamiya, Andrei Kobitski, Volker Hartmann, Rainer Stotzka, Jos van Wezel, Achim Streit, G. Ulrich Nienhaus, Uwe Strähle, Markus Reischl, Ralf Mikut
Automation strategies for large-scale 3D image analysis. Autom. 64 (7) (2016)