Markus Marks

Orcid: 0000-0001-8016-1637

According to our database1, Markus Marks authored at least 11 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2020
2021
2022
2023
2024
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Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Probing the Mid-level Vision Capabilities of Self-Supervised Learning.
CoRR, 2024

Learning Keypoints for Multi-Agent Behavior Analysis using Self-Supervision.
CoRR, 2024

A Closer Look at Benchmarking Self-Supervised Pre-training with Image Classification.
CoRR, 2024

Less is More: Discovering Concise Network Explanations.
CoRR, 2024

Text-Image Alignment for Diffusion-Based Perception.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

2022
Deep-learning-based identification, tracking, pose estimation and behaviour classification of interacting primates and mice in complex environments.
Nat. Mach. Intell., 2022

2021
An optimized registration workflow and standard geometric space for small animal brain imaging.
NeuroImage, 2021

2020
Machine learning and statistical analysis of neuronal activity and animal behavior.
PhD thesis, 2020

An Automated Open-Source Workflow for Standards-Compliant Integration of Small Animal Magnetic Resonance Imaging Data.
Frontiers Neuroinformatics, 2020

Robust Disentanglement of a Few Factors at a Time.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020


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