PinnedPublished inTowards Data ScienceDiffusion Transformer ExplainedExploring the architecture that brought transformers into image generationFeb 281Feb 281
PinnedPublished inTowards Data ScienceComparing and Explaining Diffusion Models in HuggingFace DiffusersDDPM, Stable Diffusion, DALL·E-2, Imagen, Kandinsky 2, SDEdit, ControlNet, InstructPix2Pix, and moreAug 24, 20231Aug 24, 20231
PinnedPublished inTowards Data SciencePaper Explained — High-Resolution Image Synthesis with Latent Diffusion ModelsWhile OpenAI has dominated the field of natural language processing with their generative text models, their image generation counterpart…Mar 30, 20234Mar 30, 20234
PinnedPublished inTowards Data SciencePaper Explained — Instant Neural Graphics Primitives with a Multiresolution Hash EncodingThe seminal NeRF paper has taken the computer vision community by storm, but the proposed approach requires hours of training for every…Jul 20, 2022Jul 20, 2022
PinnedPublished inTowards Data ScienceCritical Facts That Every Data Scientist Should Know — Part 1Many data scientists are fantastic programmers but ignoring certain statistical facts can have very serious consequences.Apr 13, 2022Apr 13, 2022
Published inTowards Data ScienceDecoding NumPy’s Dot Product: A Brief Exploration of Dimensional WizardryClarifying once and for all the confusion over NumPy’s dot productJul 24, 2023Jul 24, 2023
Published inTowards Data ScienceDemystifying DreamBooth: A New Tool for Personalizing Text-To-Image GenerationExploring the technology that turns boring images into creative masterpiecesJun 13, 2023Jun 13, 2023
Published inTowards Data ScienceCritical Facts That Every Data Scientist Should Know — Part 2In the second part of this article, we will conclude the list of some of the critical facts you need to know to become a super data…Apr 19, 2022Apr 19, 2022
Published inDev GeniusPaper Explained — NeRF: Representing Scenes as Neural Radiance Fields for View SynthesisIntroductionFeb 28, 2022Feb 28, 2022
Published inDev GeniusHow to train a Graph Convolutional Network on the Cora dataset with PyTorch GeometricReality is full of graphs. Roads? Graphs. Social networks? Graphs. Molecules? Graphs. You get the idea: graphs are one of the most…Dec 21, 2021Dec 21, 2021