Lehrstuhl für Japanologie mit dem Schwerpunkt Philologie und Kulturwissenschaft der Frühen Neuzeit

The Confusion is Real: GRAPHIC - A Network Science Approach to Confusion Matrices in Deep Learning (2026) Fröhlich J, Heinlein B, Claar J, Rosenberger H, Belagiannis V, Müller R Journal article Dextr: Zero-Shot Neural Architecture Search with Singular Value Decomposition and Extrinsic Curvature (2025) Asthana R, Conrad J, Ortmanns M, Belagiannis V Journal article Uncertainty-Aware Likelihood Ratio Estimation for Pixel-Wise Out-of-Distribution Detection (2025) Hölle M, Kellermann W, Belagiannis V Conference contribution, Conference Contribution Machine learning-based prediction of quality characteristics in joining processes to minimize destructive testing: A case study on crimp connections (2025) Hofmann B, Regenhardt K, Bründl P, Nguyen HG, Belagiannis V, Franke J, Risch F Journal article PSumSim: A Simulator for Partial-Sum Quantization in Analog Matrix-Vector Multipliers (2025) Conrad J, Wilhelmstätter S, Mandry H, Kässer P, Abdelaal A, Asthana R, Belagiannis V, Ortmanns M Conference contribution Diffusion Model Guided Sampling with Pixel-Wise Aleatoric Uncertainty Estimation (2025) De Vita M, Belagiannis V Conference contribution Maximising the Utility of Validation Sets for Imbalanced Noisy-label Meta-learning (2025) Hoang DA, Nguyen C, Belagiannis V, Do TT, Carneiro G Journal article Revisiting Gradient-Based Uncertainty for Monocular Depth Estimation (2025) Hornauer J, El-Ghoussani A, Belagiannis V Journal article ItTakesTwo: Leveraging Peer Representations for Semi-supervised LiDAR Semantic Segmentation (2025) Liu Y, Chen Y, Wang H, Belagiannis V, Reid I, Carneiro G Conference contribution Translation Consistent Semi-supervised Segmentation for 3D Medical Images (2024) Liu Y, Tian Y, Wang C, Chen Y, Liu F, Belagiannis V, Carneiro G Journal article