Pinned Repositories
Facial-Keypoint-Detection
Generative-Models
Deep-learning based generative models (GAN, VAE, Normalizing Flows)
GPU-Project
Pricing a bullet option with the nested Monte-Carlo, implemented parallelly in CUDA
Intro-to-deep-learning
Homework of the introductory course of Deep Learning at TUM
Local-differential-privacy
Within a course at the Sorbonne University I presented a paper on local differential privacy.
Machine-Learning-for-medical-data
Examination of the Cirrhosis dataset by applying ML-models
PPO-Algorithms
Experiments of the three PPO-Algorithms (PPO, clipped PPO, PPO with KL-penalty) proposed by John Schulman et al. on the 'Cartpole-v1' environment.
Reinforcement-Learning
Homework and Report of the course Reinforcement Learning at Sorbonne University, held by Sylvain Lamprier
S3M
Implementation of MICCAI'23: S3M: Scalable Statistical Shape Modeling through Unsupervised Correspondences
Weakly-supervised-3D-semantic-scene-reconstruction
A project within the Advanced Deep Learning course at Technical University Munich
alexanderbaumann99's Repositories
alexanderbaumann99/S3M
Implementation of MICCAI'23: S3M: Scalable Statistical Shape Modeling through Unsupervised Correspondences
alexanderbaumann99/PPO-Algorithms
Experiments of the three PPO-Algorithms (PPO, clipped PPO, PPO with KL-penalty) proposed by John Schulman et al. on the 'Cartpole-v1' environment.
alexanderbaumann99/Generative-Models
Deep-learning based generative models (GAN, VAE, Normalizing Flows)
alexanderbaumann99/GPU-Project
Pricing a bullet option with the nested Monte-Carlo, implemented parallelly in CUDA
alexanderbaumann99/Weakly-supervised-3D-semantic-scene-reconstruction
A project within the Advanced Deep Learning course at Technical University Munich
alexanderbaumann99/Facial-Keypoint-Detection
alexanderbaumann99/Intro-to-deep-learning
Homework of the introductory course of Deep Learning at TUM
alexanderbaumann99/Local-differential-privacy
Within a course at the Sorbonne University I presented a paper on local differential privacy.
alexanderbaumann99/Machine-Learning-for-medical-data
Examination of the Cirrhosis dataset by applying ML-models
alexanderbaumann99/Reinforcement-Learning
Homework and Report of the course Reinforcement Learning at Sorbonne University, held by Sylvain Lamprier