output
20132026
most citedMitosis domain generalization in histopathology images -- The MIDOG challenge

162 citations

Showing 2023Show all

5 papers · 1 filter

cs.CV2023★ 12 cited

Nuclear Pleomorphism in Canine Cutaneous Mast Cell Tumors: Comparison of Reproducibility and Prognostic Relevance between Estimates, Manual Morphometry and Algorithmic Morphometry

Andreas Haghofer, Eda Parlak, Alexander Bartel +18

Variation in nuclear size and shape is an important criterion of malignancy for many tumor types; however, categorical estimates by pathologists have poor reproducibility. Measurem…

cs.CL2023★ 6 cited

Allophant: Cross-lingual Phoneme Recognition with Articulatory Attributes

Kevin Glocker, Aaricia Herygers, Munir Georges

This paper proposes Allophant, a multilingual phoneme recognizer. It requires only a phoneme inventory for cross-lingual transfer to a target language, allowing for low-resource re…

astro-ph.CO2023

Are classification metrics good proxies for SN Ia cosmological constraining power?

Alex I. Malz, Mi Dai, Kara A. Ponder +10

Context: When selecting a classifier to use for a supernova Ia (SN Ia) cosmological analysis, it is common to make decisions based on metrics of classification performance, i.e. co…

cs.LG2023★ 11 cited

A Multidimensional Graph Fourier Transformation Neural Network for Vehicle Trajectory Prediction

Marion Neumeier, Andreas Tollkühn, Michael Botsch +1

This work introduces the multidimensional Graph Fourier Transformation Neural Network (GFTNN) for long-term trajectory predictions on highways. Similar to Graph Neural Networks (GN…

cs.CV2023★ 47 cited

FedBEVT: Federated Learning Bird's Eye View Perception Transformer in Road Traffic Systems

Rui Song, Runsheng Xu, Andreas Festag +2

Bird's eye view (BEV) perception is becoming increasingly important in the field of autonomous driving. It uses multi-view camera data to learn a transformer model that directly pr…