List of public repositories of ICAI projects

• Enhanced deep-style interpreter for automatic synthesis of annotated medical images: [paper] [web] [code]
• Representation of Molecules by Sequences of Instructions: [paper] [web] [code]
• Learning to shape beams: Using a neural network to control a beamforming antenna: [paper] [web] [code]
• Latent diffusion for arbitrary zoom MRI super-resolution: [paper] [web] [code]
• Enhanced generation of automatically labelled image segmentation datasets by advanced style interpreter deep architectures: [paper] [web] [code]
• Semi-Supervised Semantic Image Segmentation by Deep Diffusion Models and Generative Adversarial Networks: [paper] [web] [code]
• Automated detection of vehicles with anomalous trajectories in traffic surveillance videos: [paper] [code]
• A convolutional autoencoder and a neural gas model based on Bregman divergences for hierarchical color quantization: [paper] [code]
• Dynamic learning rates for continual unsupervised learning: [paper] [code]
• Median Filter Transform for 3D MR images: [paper] [web] [code]
• Ellipse fitting by spatial averaging of random ensembles: [paper] [web] [code]
• Ensemble ellipse fitting by spatial median consensus: [paper] [web] [code]
• Deep learning-based super-resolution of 3D magnetic resonance images by regularly spaced shifting: [paper] [web] [code]
• The Growing Hierarchical Neural Gas Self-Organizing Neural Network: [paper] [web] [code]
• Skin lesion classification by ensembles of deep convolutional networks and regularly spaced shifting: [paper] [web] [code]
• Robust Fitting of Ellipsoids by Separating Interior and Exterior Points During Optimization: [paper] [web] [code]