Jonas Dippel

According to our database1, Jonas Dippel authored at least 11 papers between 2019 and 2024.

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

Timeline

2019
2020
2021
2022
2023
2024
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Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Training objective drives the consistency of representational similarity across datasets.
CoRR, 2024

Do Histopathological Foundation Models Eliminate Batch Effects? A Comparative Study.
CoRR, 2024

The Clever Hans Effect in Unsupervised Learning.
CoRR, 2024

AI-based Anomaly Detection for Clinical-Grade Histopathological Diagnostics.
CoRR, 2024

RudolfV: A Foundation Model by Pathologists for Pathologists.
CoRR, 2024

xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023
Improving neural network representations using human similarity judgments.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Human alignment of neural network representations.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
Transfer Learning for Segmentation Problems: Choose the Right Encoder and Skip the Decoder.
CoRR, 2022

2021
Towards Fine-grained Visual Representations by Combining Contrastive Learning with Image Reconstruction and Attention-weighted Pooling.
CoRR, 2021

2019
Automated Data Retrieval from Large-Scale Distributed Satellite Systems.
Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019


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