Feature-Centered First Order Structure Tensor Scale-Space in 2D and 3D.
IEEE Access, 2025
Learning Generative Models Using Denoising Density Estimators.
IEEE Trans. Neural Networks Learn. Syst., December, 2024
MozzaVID: Mozzarella Volumetric Image Dataset.
CoRR, 2024
Diffusion-based Iterative Counterfactual Explanations for Fetal Ultrasound Image Quality Assessment.
CoRR, 2024
Deepmarking: Leveraging Adversarial Noise for Membership Inference Attacks.
Proceedings of the IEEE International Conference on Computational Photography, 2024
Fast Diffusion-Based Counterfactuals for Shortcut Removal and Generation.
Proceedings of the Computer Vision - ECCV 2024, 2024
StereoDiffusion: Training-Free Stereo Image Generation Using Latent Diffusion Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Are Sex-Based Physiological Differences the Cause of Gender Bias for Chest X-Ray Diagnosis?
Proceedings of the Clinical Image-Based Procedures, Fairness of AI in Medical Imaging, and Ethical and Philosophical Issues in Medical Imaging, 2023
Optimizing The Consumption Of Spiking Neural Networks With Activity Regularization.
Proceedings of the IEEE International Conference on Acoustics, 2022
Defect segmentation for multi-illumination quality control systems.
Mach. Vis. Appl., 2021
Image Restoration using Plug-and-Play CNN MAP Denoisers.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020
Efficient Blind-Spot Neural Network Architecture for Image Denoising.
Proceedings of the 7th Swiss Conference on Data Science, 2020
GramGAN: Deep 3D Texture Synthesis From 2D Exemplars.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Efficient Neural Vision Systems Based on Convolutional Image Acquisition.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Deep Semantic Segmentation Using Nir as Extra Physical Information.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Faceshop: deep sketch-based face image editing.
ACM Trans. Graph., 2018
Detecting Memorization in ReLU Networks.
CoRR, 2018
Image Restoration using Autoencoding Priors.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018
Deep Mean-Shift Priors for Image Restoration.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Temporally coherent disparity maps using CRFs with fast 4D filtering.
IPSJ Trans. Comput. Vis. Appl., 2016
Hand-held 3D light field photography and applications.
Vis. Comput., 2014