NLDL 2025 Conference Submissions

Deep Q-Learning with Whittle Index for Contextual Restless Bandits: Application to Email Recommender Systems
Ibtihal El Mimouni, Konstantin Avrachenkov
- Published: 06 Nov 2024, Last Modified: 07 Jan 2025
- NLDL 2025 Poster
- Readers: Everyone
Investigating the Impact of Feature Reduction for Deep Learning-based Seasonal Sea Ice Forecasting
Lars Uebbing, Harald Lykke Joakimsen, Luigi Tommaso Luppino, Iver Martinsen, Andrew McDonald, Kristoffer Knutsen Wickstrøm, Sébastien Lefèvre, Arnt B. Salberg, Scott Hosking, Robert Jenssen
- Published: 06 Nov 2024, Last Modified: 06 Jan 2025
- NLDL 2025 Oral
- Readers: Everyone
Learning anomalies from graph: predicting compute node failures on HPC clusters
Joze M. Rozanec, Roy Krumpak, Martin Molan, Andrea Bartolini
- Published: 06 Nov 2024, Last Modified: 06 Jan 2025
- NLDL 2025 Oral
- Readers: Everyone
Predicting Oligomeric states of Fluorescent Proteins using Mamba
Agney K Rajeev, Joel Joseph K B, Subhankar Mishra
- Published: 06 Nov 2024, Last Modified: 06 Jan 2025
- NLDL 2025 Oral
- Readers: Everyone
Zero-Shot Open-Vocabulary OOD Object Detection and Grounding using Vision Language Models
Poulami Sinhamahapatra, Shirsha Bose, Karsten Roscher, Stephan Günnemann
- Published: 06 Nov 2024, Last Modified: 06 Jan 2025
- NLDL 2025 Oral
- Readers: Everyone
Graph Counterfactual Explainable AI via Latent Space Traversal
Andreas Abildtrup Hansen, Paraskevas Pegios, Anna Calissano, Aasa Feragen
- Published: 06 Nov 2024, Last Modified: 06 Jan 2025
- NLDL 2025 Oral
- Readers: Everyone
Deep Learning for Localization of White Matter Lesions in Neurological Diseases
Julia Machnio, Mads Nielsen, Mostafa Mehdipour Ghazi
- Published: 06 Nov 2024, Last Modified: 07 Jan 2025
- NLDL 2025 Oral
- Readers: Everyone
Deployment of Deep Learning Model in Real World Clinical Setting: A Case Study in Obstetric Ultrasound
NLDL 2025 Conference Submission44 Authors
- 08 Sept 2024 (modified: 14 Nov 2024)
- Submitted to NLDL 2025
- Readers: Everyone
Effects of Node Centrality Measures for Classification Tasks using GNNs
NLDL 2025 Conference Submission43 Authors
- 08 Sept 2024 (modified: 14 Nov 2024)
- Submitted to NLDL 2025
- Readers: Everyone
Graph convolutional neural networks with uncertainty modelling applied to edge detection in mammograms
NLDL 2025 Conference Submission41 Authors
- 08 Sept 2024 (modified: 14 Nov 2024)
- Submitted to NLDL 2025
- Readers: Everyone
Locally orderless networks
Jon Sporring, Peidi Xu, Jiahao Lu, Francois Bernard Lauze, Sune Darkner
- Published: 06 Nov 2024, Last Modified: 06 Jan 2025
- NLDL 2025 Oral
- Readers: Everyone
Toward Learning Distributions of Distributions
Moritz Wohlstein, Ulf Brefeld
- Published: 06 Nov 2024, Last Modified: 06 Jan 2025
- NLDL 2025 Oral
- Readers: Everyone
World Model Agents with Change-Based Intrinsic Motivation
Jeremias Lino Ferrao, Rafael F. Cunha
- Published: 06 Nov 2024, Last Modified: 06 Jan 2025
- NLDL 2025 Oral
- Readers: Everyone
FGGP: Fixed-Rate Gradient-First Gradual Pruning
NLDL 2025 Conference Submission36 Authors
- 08 Sept 2024 (modified: 14 Nov 2024)
- Submitted to NLDL 2025
- Readers: Everyone
YOLOv8++ with Weights Pruning for Road Object Detection in Rainy Environment
NLDL 2025 Conference Submission35 Authors
- 08 Sept 2024 (modified: 14 Nov 2024)
- Submitted to NLDL 2025
- Readers: Everyone
Machine Learning-Based Coastal Terrain Classification in Tropical Regions Using Multispectral UAV Imaging: A Comparative Study of Random Forest and SVM Models
NLDL 2025 Conference Submission34 Authors
- 07 Sept 2024 (modified: 14 Nov 2024)
- Submitted to NLDL 2025
- Readers: Everyone
One-Class SVM-guided Negative Sampling for Enhanced Contrastive Learning
Dhruv Jain, Tsiry Mayet, Romain HÉRAULT, Romain MODZELEWSKI
- Published: 06 Nov 2024, Last Modified: 06 Jan 2025
- NLDL 2025 Oral
- Readers: Everyone
Towards concurrent real-time audio-aware agents with deep reinforcement learning
Anton Debner, Vesa Hirvisalo
- Published: 06 Nov 2024, Last Modified: 06 Jan 2025
- NLDL 2025 Oral
- Readers: Everyone
Transformers at a Fraction
Aritra Mukhopadhyay, Rucha Bhalchandra Joshi, Nidhi Tiwari, Subhankar Mishra
- Published: 06 Nov 2024, Last Modified: 06 Jan 2025
- NLDL 2025 Oral
- Readers: Everyone
Learning incomplete factorization preconditioners for GMRES
Paul Häusner, Aleix Nieto Juscafresa, Jens Sjölund
- Published: 06 Nov 2024, Last Modified: 06 Jan 2025
- NLDL 2025 Oral
- Readers: Everyone
SPARDACUS SafetyCage: A new misclassification detector
Pål Vegard Johnsen, Filippo Remonato, Shawn Benedict, Albert Ndur-Osei
- Published: 06 Nov 2024, Last Modified: 06 Jan 2025
- NLDL 2025 Oral
- Readers: Everyone
Deep Active Latent Surfaces for Medical Geometries
Patrick Møller Jensen, Udaranga Wickramasinghe, Anders Dahl, Pascal Fua, Vedrana Andersen Dahl
- Published: 06 Nov 2024, Last Modified: 06 Jan 2025
- NLDL 2025 Oral
- Readers: Everyone
Efficient learning of molecule properties with Graph Neural Networks and 3D molecule features
NLDL 2025 Conference Submission27 Authors
- 06 Sept 2024 (modified: 14 Nov 2024)
- Submitted to NLDL 2025
- Readers: Everyone
Style-Quizzes for Content-Based Fashion Recommendation in Extreme Cold Start Scenarios
NLDL 2025 Conference Submission26 Authors
- 06 Sept 2024 (modified: 14 Nov 2024)
- Submitted to NLDL 2025
- Readers: Everyone
Exploring Segment Anything Foundation Models for Out of Domain Crevasse Drone Image Segmentation
Steven Wallace, Aiden Durrant, William David Harcourt, Richard Hann, Georgios Leontidis
- Published: 06 Nov 2024, Last Modified: 06 Jan 2025
- NLDL 2025 Oral
- Readers: Everyone