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Sobel Operator 10-14-2024 10-14-2024 blog 8 minutes read (About 1204 words)Approximating the Derivatives of the Image Intensity Function Computer Vision, Python, Mathematics, Computer Science Read More
Volume Rendering 07-20-2024 07-20-2024 blog 11 minutes read (About 1587 words)Mathematical Model for Volume Rendering Computer Vision, Mathematics, Computer Graphics, Volume Rendering, Ray Casting Read More
Parameter Importance Approximation Via Taylor Expansion In Neural Network Pruning 06-20-2024 07-07-2024 blog 12 minutes read (About 1778 words)Scoring Neural Network Parameter Importance Faster Deep Learning, Mathematics, Taylor Expansion, Neural Network Pruning Read More
PyTorch Variational Autoencoder 06-14-2024 06-14-2024 blog 19 minutes read (About 2921 words)Implementing Variational Autoencoder in PyTorch Deep Learning, Statistics, Probability, Mathematics, Bayesian Inference, PyTorch, Neural Network, Variational Autoencoder, VAE Read More
Variational Autoencoder 06-02-2024 06-02-2024 blog 26 minutes read (About 3899 words)Optimizing Probabilistic Models with Latent Variables Machine Learning, Statistics, Probability, Mathematics, Bayesian Inference, Variational Autoencoder, VAE Read More
CUDA Shared Memory Swizzling 05-14-2024 07-31-2024 blog 26 minutes read (About 3904 words)Dealing With CUDA Shared Memory Bank Conflicts Using Swizzling Mathematics, CUDA, NVIDIA, GPU Read More
Reparameterization Trick 05-08-2024 05-08-2024 blog 12 minutes read (About 1749 words)How Distribution of a Random Variable Changes when the Variable is Transformed in a Deterministic Way Deep Learning, Statistics, Probability, Mathematics, Jacobian, Variational Autoencoder Read More
Transformations of Random Variables 04-28-2024 04-28-2024 blog 6 minutes read (About 862 words)How Distribution of a Random Variable Changes When the Variable is Transformed in a Deterministic Way Statistics, Probability, Mathematics, Jacobian Read More