NLDL 2024 Abstracts Track Submissions

Semantic segmentation of city road elements from point cloud based on semi-supervised graph convolution
Yiping Chen, Ting Han, Jun Chen, Hongchao Fan
- Published: 13 Dec 2023, Last Modified: 13 Dec 2023
- NLDL 2024 Abstract Track
- Readers: Everyone
Sub-quadratic Link Prediction via Bootstrapping
Mariana Vargas Vieyra, Pierre Menard
- Published: 13 Dec 2023, Last Modified: 13 Dec 2023
- NLDL 2024 Abstract Track
- Readers: Everyone
Leveraging Client-side Computation for Biomedical Machine Learning Inference with Open Neural Network Exchange
Carlos Vega, Beatriz Garcia Santa Cruz, Frank Hertel, Venkata Satagopam
- Published: 13 Dec 2023, Last Modified: 13 Dec 2023
- NLDL 2024 Abstract Track
- Readers: Everyone
Synthetic Data-Driven Benchmarking of Integrative Approaches for Multi-Modal Omics Analysis in Personalized Medicine
Nicolas Derus, Daniele Dall'Olio, Claudia Sala, Gastone Castellani
- Published: 13 Dec 2023, Last Modified: 13 Dec 2023
- NLDL 2024 Abstract Track
- Readers: Everyone
Automatic Segmentation of Ice Floes for Floe Size Distribution
Louisa van Zeeland, Martin Samuel James Rogers, Nick Hughes, Andrew Fleming, Ben Richard Evans, Oliver Strickson, Scott Hosking
- Published: 13 Dec 2023, Last Modified: 13 Dec 2023
- NLDL 2024 Abstract Track
- Readers: Everyone
An deep learning pipeline for automatic microfossil analysis and classification
Iver Martinsen, David Wade, Benjamin Ricaud, FRED GODTLIEBSEN
- Published: 13 Dec 2023, Last Modified: 13 Dec 2023
- NLDL 2024 Abstract Track
- Readers: Everyone
Intermodal Image Representations
Elisabeth Wetzer, Johan Öfverstedt
- Published: 13 Dec 2023, Last Modified: 13 Dec 2023
- NLDL 2024 Abstract Track
- Readers: Everyone
Encoding Binary Events from Continuous Time Series in Rooted Trees using Contrastive Learning
Tobias Engelhardt Rasmussen, Siv Sørensen
- Published: 13 Dec 2023, Last Modified: 13 Dec 2023
- NLDL 2024 Abstract Track
- Readers: Everyone
Towards creating longer genetic sequences with GANs: Generation in principal component space
Antoine Szatkownik, Burak Yelmen, Guillaume Charpiat, Cyril Furtlehner, Flora Jay
- Published: 13 Dec 2023, Last Modified: 13 Dec 2023
- NLDL 2024 Abstract Track
- Readers: Everyone
Revolutionary Al-Powered Skin Disease Diagnosis
Elif OZTURK B.
- Published: 13 Dec 2023, Last Modified: 13 Dec 2023
- NLDL 2024 Abstract Track
- Readers: Everyone
On the Independence of Bias and Fairness in Language Models
Laura Cabello, Anders Søgaard
- Published: 13 Dec 2023, Last Modified: 03 Jan 2024
- NLDL 2024 Abstracts Track Withdrawn Submission
- Readers: Everyone
Characterizing gait disturbances in ataxia using markerless motion capturing and machine learning on video data
Philipp Wegner
- Published: 13 Dec 2023, Last Modified: 13 Dec 2023
- NLDL 2024 Abstract Track
- Readers: Everyone
Beyond Siamese KPConv: Early Encoding and Less Supervision
Iris de Gélis, Sébastien Lefèvre, Thomas Corpetti
- Published: 13 Dec 2023, Last Modified: 13 Dec 2023
- NLDL 2024 Abstract Track
- Readers: Everyone
A Multiscale Object Detection in Remote Sensing Images based on Human Visual Attention Mechanism
Bing He, Weihua Dong, Huiping Liu, Tianyu Yang, Yilong Liu
- Published: 13 Dec 2023, Last Modified: 13 Dec 2023
- NLDL 2024 Abstract Track
- Readers: Everyone
A self-supervised method for recovering clean images from noisy, sub-sampled training examples
Charles Millard
- Published: 13 Dec 2023, Last Modified: 13 Dec 2023
- NLDL 2024 Abstract Track
- Readers: Everyone
Leveraging Topological Maps in Deep Reinforcement Learning for Multi-Object Navigation
Simon Hakenes, Tobias Glasmachers
- Published: 13 Dec 2023, Last Modified: 13 Dec 2023
- NLDL 2024 Abstract Track
- Readers: Everyone
Neural (Tangent Kernel) Collapse
Mariia Seleznova, Dana Weitzner, Raja Giryes, Gitta Kutyniok, Hung-Hsu Chou
- Published: 13 Dec 2023, Last Modified: 13 Dec 2023
- NLDL 2024 Abstract Track
- Readers: Everyone
The Uniqueness Problem of Physical Law Learning
Philipp Scholl, Aras Bacho, Holger Boche, Gitta Kutyniok
- Published: 13 Dec 2023, Last Modified: 13 Dec 2023
- NLDL 2024 Abstract Track
- Readers: Everyone
On the Interplay between Fairness and Explainability
Stephanie Brandl, Emanuele Bugliarello, Ilias Chalkidis
- Published: 13 Dec 2023, Last Modified: 13 Dec 2023
- NLDL 2024 Abstract Track
- Readers: Everyone
Rather a nurse than a physician - Contrastive explanations under investigation
Ilias Chalkidis, Oliver Eberle, Laura Cabello, Stephanie Brandl
- Published: 13 Dec 2023, Last Modified: 13 Dec 2023
- NLDL 2024 Abstract Track
- Readers: Everyone
Expressivity of Spiking Neural Networks
Manjot Singh, Adalbert Fono, Gitta Kutyniok
- Published: 13 Dec 2023, Last Modified: 13 Dec 2023
- NLDL 2024 Abstract Track
- Readers: Everyone
Confident Naturalness Explanation (CNE): A Framework to Explain and Assess Patterns Forming Naturalness in Fennoscandia with Confidence
Ahmed Emam, Mohamed Mohamed Ibrahim, Ribana Roscher
- Published: 13 Dec 2023, Last Modified: 13 Dec 2023
- NLDL 2024 Abstract Track
- Readers: Everyone