Prof. Dr. Vasileios Belagiannis

Professur für Maschinelles Lernen in der Signalverarbeitung

Residual Pattern Learning for Pixel-wise Out-of-Distribution Detection in Semantic Segmentation (2024) Liu Y, Ding C, Tian Y, Pang G, Belagiannis V, Reid I, Carneiro G Conference contribution Differentiable Cost Model for Neural-Network Accelerator Regarding Memory Hierarchy (2024) Conrad J, Wilhelmstatter S, Asthana R, Belagiannis V, Ortmanns M Journal article Infrastructure-based Perception with Cameras and Radars for Cooperative Driving Scenarios (2024) Tsaregorodtsev A, Buchholz M, Belagiannis V Conference contribution Joint Out-of-Distribution Detection and Uncertainty Estimation for Trajectory Prediction (2023) Wiederer J, Schmidt J, Kressel U, Dietmayer K, Belagiannis V Conference contribution Localizing Spatial Information in Neural Spatiospectral Filters (2023) Briegleb A, Haubner T, Belagiannis V, Kellermann W Conference contribution, Conference Contribution ParticleAugment: Sampling-based data augmentation (2023) Tsaregorodtsev A, Belagiannis V Journal article SelectNAdapt: Support Set Selection for Few-Shot Domain Adaptation (2023) Dawoud Y, Carneiro G, Belagiannis V Conference contribution Out-of-Distribution Detection for Monocular Depth Estimation (2023) Hornauer J, Holzbock A, Belagiannis V Conference contribution Pedestrian Environment Model for Automated Driving (2023) Holzbock A, Tsaregorodtsev A, Belagiannis V Conference contribution DATA-FREE BACKBONE FINE-TUNING FOR PRUNED NEURAL NETWORKS (2023) Holzbock A, Hegde A, Dietmayer K, Belagiannis V Conference contribution