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NLDL 2025 Conference Submissions
Smooth-edged Perturbations Improve Perturbation-based Image Explanations
NLDL 2025 Conference Submission24 Authors
05 Sept 2024 (modified: 14 Nov 2024)
Submitted to NLDL 2025
Readers:
Everyone
PePR: Performance Per Resource Unit as a Metric to Promote Small-scale Deep Learning in Medical Image Analysis
Raghavendra Selvan
,
Bob Pepin
,
Christian Igel
,
Gabrielle Samuel
,
Erik B Dam
Published: 06 Nov 2024, Last Modified: 06 Jan 2025
NLDL 2025 Oral
Readers:
Everyone
Connecting Concept Convexity and Human-Machine Alignment in Deep Neural Networks
Teresa Dorszewski
,
Lenka Tětková
,
Lorenz Linhardt
,
Lars Kai Hansen
Published: 06 Nov 2024, Last Modified: 06 Jan 2025
NLDL 2025 Poster
Readers:
Everyone
Keeping it Simple – Computational Resources in Deep Generative versus Traditional Methods for Synthetic Tabular Data Generation in Healthcare
NLDL 2025 Conference Submission21 Authors
04 Sept 2024 (modified: 14 Nov 2024)
Submitted to NLDL 2025
Readers:
Everyone
Familiarity-Based Open-Set Recognition Under Adversarial Attacks
Philip Enevoldsen
,
Christian Gundersen
,
Nico Lang
,
Serge Belongie
,
Christian Igel
Published: 06 Nov 2024, Last Modified: 06 Jan 2025
NLDL 2025 Oral
Readers:
Everyone
Bounds on the Generalization Error in Active Learning
Vincent Menden
,
Yahya Saleh
,
Armin Iske
Published: 06 Nov 2024, Last Modified: 06 Jan 2025
NLDL 2025 Poster
Readers:
Everyone
NEMt: Fast Targeted Explanations for Medical Image Models via Neural Explanation Masks
Bjørn Leth Møller
,
Sepideh Amiri
,
Christian Igel
,
Kristoffer Knutsen Wickstrøm
,
Robert Jenssen
,
Matthias Keicher
,
Mohammad Farid Azampour
,
Nassir Navab
,
Bulat Ibragimov
Published: 06 Nov 2024, Last Modified: 06 Jan 2025
NLDL 2025 Oral
Readers:
Everyone
Hallucination Detection in LLMs: Fast and Memory-Efficient Fine-Tuned Models
Gabriel Y. Arteaga
,
Thomas B. Schön
,
Nicolas Pielawski
Published: 06 Nov 2024, Last Modified: 06 Jan 2025
NLDL 2025 Oral
Readers:
Everyone
Human Aligned Reward Modeling for Automated Transfer Function Generation of 3D Rendering of Medical Image Data
NLDL 2025 Conference Submission15 Authors
02 Sept 2024 (modified: 14 Nov 2024)
Submitted to NLDL 2025
Readers:
Everyone
Towards Biologically Plausible Learning By Stacking Circular Autoencoders
NLDL 2025 Conference Submission14 Authors
29 Aug 2024 (modified: 16 Apr 2025)
Submitted to NLDL 2025
Readers:
Everyone
DP-KAN: Differentially Private Kolmogorov-Arnold Networks
NLDL 2025 Conference Submission13 Authors
29 Aug 2024 (modified: 14 May 2025)
Submitted to NLDL 2025
Readers:
Everyone
Similarity-Based Intent Detection Using an Enhanced Siamese Network
NLDL 2025 Conference Submission12 Authors
29 Aug 2024 (modified: 14 Nov 2024)
Submitted to NLDL 2025
Readers:
Everyone
FreqRISE: Explaining time series using frequency masking
Thea Brüsch
,
Kristoffer Knutsen Wickstrøm
,
Mikkel N. Schmidt
,
Tommy Sonne Alstrøm
,
Robert Jenssen
Published: 06 Nov 2024, Last Modified: 06 Jan 2025
NLDL 2025 Poster
Readers:
Everyone
Blessing or a Curse. Discussing Security Concerns of Diagnostic Models in Radiological Assessment
NLDL 2025 Conference Submission10 Authors
25 Aug 2024 (modified: 14 Nov 2024)
Submitted to NLDL 2025
Readers:
Everyone
Interpretable Function Approximation with Gaussian Processes in Value-Based Model-Free Reinforcement Learning
Matthijs van der Lende
,
Matthia Sabatelli
,
Juan Cardenas-Cartagena
Published: 06 Nov 2024, Last Modified: 06 Jan 2025
NLDL 2025 Poster
Readers:
Everyone
Enhancing Fault Detection in Optical Networks with Conditional Denoising Diffusion Probabilistic Models
Meadhbh Healy
,
Thomas Martini Jørgensen
Published: 06 Nov 2024, Last Modified: 06 Jan 2025
NLDL 2025 Poster
Readers:
Everyone
Hybrid Concept-based Models: Using Concepts to Improve Neural Networks' Accuracy
NLDL 2025 Conference Submission3 Authors
14 Aug 2024 (modified: 14 Nov 2024)
Submitted to NLDL 2025
Readers:
Everyone
BoRA: Bayesian Hierarchical Low-Rank Adaption for Multi-Task Large Language Models
Simen Eide
,
Arnoldo Frigessi
Published: 06 Nov 2024, Last Modified: 07 Jan 2025
NLDL 2025 Poster
Readers:
Everyone
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