Compression

Whether you’re preparing for interviews or constructing Machine Learning systems at your job, model compression has grow to be vital skill. Within the era of LLMs, where models are getting larger and bigger, the...

Concerns concerning the risks posed by tampered images have been showing up recurrently within the research over the past couple of years, particularly in light of a brand new surge of AI-based image-editing frameworks...

Disney's Research arm is offering a brand new approach to compressing images, leveraging the open source Stable Diffusion V1.2 model to supply more realistic images at lower bitrates than competing methods. Source: https://studios.disneyresearch.com/app/uploads/2024/09/Lossy-Image-Compression-with-Foundation-Diffusion-Models-Paper.pdfThe brand...

A brand new research paper from Canada has proposed a framework that deliberately introduces JPEG compression into the training scheme of a neural network, and manages to acquire higher results – and higher resistance...

Stability AI has launched a latest image generation artificial intelligence (AI) that may be trained and fine-tuned using only the GPU of the user's PC and infers at high speed without sacrificing quality. ...

Demystifying Graph Neural Networks — Part 1Key concepts for getting beganA GNN is a neural network model that takes graph data as input, transforms it into intermediate embeddings, and feeds the embeddings to a...