NLDL 2024 Conference Submissions

Local Gamma Augmentation for Ischemic Stroke Lesion Segmentation on MRI
Jon Middleton, Marko Bauer, Kaining Sheng, Jacob Johansen, Mathias Perslev, Silvia Ingala, Mads Nielsen, Akshay Pai
- Published: 03 Nov 2023, Last Modified: 23 Dec 2023
- NLDL 2024
- Readers: Everyone
TraCE: Trajectory Counterfactual Explanation Scores
Jeffrey Nicholas Clark, Edward Alexander Small, Nawid Keshtmand, Michelle Wing Lam Wan, Elena Fillola Mayoral, Enrico Werner, Christopher Bourdeaux, Raul Santos-Rodriguez
- Published: 03 Nov 2023, Last Modified: 23 Dec 2023
- NLDL 2024
- Readers: Everyone
Is diverse and inclusive AI trapped in the gap between reality and algorithmizability?
Carina Geldhauser, Hermann Diebel-Fischer
- Published: 03 Nov 2023, Last Modified: 23 Dec 2023
- NLDL 2024
- Readers: Everyone
Effects of Foreground Augmentations in Synthetic Training Data on the Use of UAVs for Weed Detection
Simon Hallösta, Mats Ingemar Pettersson, Mattias Dahl
- Published: 03 Nov 2023, Last Modified: 23 Dec 2023
- NLDL 2024
- Readers: Everyone
Large Neural Networks at a Fraction
Aritra Mukhopadhyay, Adhilsha A, Subhankar Mishra
- Published: 03 Nov 2023, Last Modified: 28 Dec 2023
- NLDL 2024
- Readers: Everyone
Instruction-guided deidentification with synthetic test cases for Norwegian clinical text
Jørgen Aarmo Lund, Karl Øyvind Mikalsen, Joel Burman, Ashenafi Zebene Woldaregay, Robert Jenssen
- Published: 03 Nov 2023, Last Modified: 23 Dec 2023
- NLDL 2024
- Readers: Everyone
Typicality-based point OOD detection with contrastive learning
Nawid Keshtmand, Raul Santos-Rodriguez, Jonathan Lawry
- Published: 03 Nov 2023, Last Modified: 23 Dec 2023
- NLDL 2024
- Readers: Everyone
Scheduling conditional task graphs with deep reinforcement learning
Anton Debner, Maximilian Krahn, Vesa Hirvisalo
- Published: 03 Nov 2023, Last Modified: 23 Dec 2023
- NLDL 2024
- Readers: Everyone
Heterogeneous Learning for Brain Lesion Segmentation, Detection, and Classification
Sebastian Nørgaard Llambias, Mads Nielsen, Mostafa Mehdipour Ghazi
- Published: 03 Nov 2023, Last Modified: 23 Dec 2023
- NLDL 2024
- Readers: Everyone
Loop closure with a low power millimeter wave radar sensor using an autoencoder
Pieter Meiresone, David Van Hamme, Wilfried Philips
- Published: 03 Nov 2023, Last Modified: 23 Dec 2023
- NLDL 2024
- Readers: Everyone
MDD-UNet: Domain Adaptation for Medical Image Segmentation with Theoretical Guarantees, a Proof of Concept
Asbjørn Munk, Mads Nielsen
- Published: 03 Nov 2023, Last Modified: 23 Dec 2023
- NLDL 2024
- Readers: Everyone
Lidar-based Norwegian tree species detection using deep learning
Martijn Vermeer, Jacob Alexander Hay, David Völgyes, Zsofia Koma, Johannes Breidenbach, Daniele Fantin
- Published: 03 Nov 2023, Last Modified: 23 Dec 2023
- NLDL 2024
- Readers: Everyone
Deep Reinforcement Learning for Goal-Based Investing Under Regime-Switching
Tessa Bauman, Sven Goluža, Bruno Gasperov, Zvonko Kostanjcar
- Published: 03 Nov 2023, Last Modified: 23 Dec 2023
- NLDL 2024
- Readers: Everyone
Neural Langevin Dynamics: Towards Interpretable Neural Stochastic Differential Equations
Simon Martinus Koop, Mark A Peletier, Jacobus Willem Portegies, Vlado Menkovski
- Published: 03 Nov 2023, Last Modified: 23 Dec 2023
- NLDL 2024
- Readers: Everyone
Beyond Accuracy: Fairness, Scalability, and Uncertainty Considerations in Facial Emotion Recognition
Laurits Fromberg, Troels Nielsen, Flavia Dalia Frumosu, Line H Clemmensen
- Published: 03 Nov 2023, Last Modified: 08 Jan 2024
- NLDL 2024
- Readers: Everyone
FastStitch: Speech editing by hitch-hiking a pre-trained FastSpeech2 model
Antonios Alexos, Pierre Baldi
- Published: 03 Nov 2023, Last Modified: 23 Dec 2023
- NLDL 2024
- Readers: Everyone
Understanding Neural ODE prediction decision using SHAP
Phuong Dinh, Deddy Jobson, Takashi Sano, Hirotada Honda, Shugo Nakamura
- Published: 03 Nov 2023, Last Modified: 03 Jan 2024
- NLDL 2024
- Readers: Everyone
Neural machine translation for automated feedback on children's early-stage writing
Jonas Vestergaard Jensen, Mikkel Jordahn, Michael Riis Andersen
- Published: 03 Nov 2023, Last Modified: 23 Dec 2023
- NLDL 2024
- Readers: Everyone
Deep Perceptual Similarity is Adaptable to Ambiguous Contexts
Gustav Grund Pihlgren, Fredrik Sandin, Marcus Liwicki
- Published: 03 Nov 2023, Last Modified: 23 Dec 2023
- NLDL 2024
- Readers: Everyone
Comparative Analysis of Binary and Multiclass Activity Recognition in High-Quality Newborn Resuscitation Videos
Jorge García-Torres, Øyvind Meinich-Bache, Siren Irene Rettedal, Amalie Kibsgaard, Sara Brunner, Kjersti Engan
- Published: 03 Nov 2023, Last Modified: 05 Jan 2024
- NLDL 2024
- Readers: Everyone
Deep Learning Over-Parameterization: the Shallow Fallacy
Pierre Baldi
- Published: 03 Nov 2023, Last Modified: 23 Dec 2023
- NLDL 2024
- Readers: Everyone
A Dual Convolutional Neural Network Pipeline for Melanoma Diagnostics and Prognostics
Marie Bø-Sande, Edvin Benjaminsen, Neel Kanwal, SAUL FUSTER, Helga Hardardottir, Ingrid Lundal, Emilius A.M. Janssen, Kjersti Engan
- Published: 03 Nov 2023, Last Modified: 23 Dec 2023
- NLDL 2024
- Readers: Everyone
A Hybrid Spiking-Convolutional Neural Network Approach for Advancing Machine Learning Models
Sanaullah Sanaullah
- Published: 03 Nov 2023, Last Modified: 23 Dec 2023
- NLDL 2024
- Readers: Everyone
SafetyCage: A misclassification detector for feed-forward neural networks
Pål Vegard Johnsen, Filippo Remonato
- Published: 03 Nov 2023, Last Modified: 23 Dec 2023
- NLDL 2024
- Readers: Everyone
Clifford Group Equivariant Neural Network Layers for Protein Structure Prediction
Alberto Pepe, Sven Buchholz, Joan Lasenby
- Published: 03 Nov 2023, Last Modified: 23 Dec 2023
- NLDL 2024
- Readers: Everyone