In this tutorial, we implement Tree-KG, an advanced hierarchical knowledge graph system that goes beyond traditional retrieval-augmented generation by combining […]
Category: Deep Learning
A Coding Guide to Demonstrate Targeted Data Poisoning Attacks in Deep Learning by Label Flipping on CIFAR-10 with PyTorch
In this tutorial, we demonstrate a realistic data poisoning attack by manipulating labels in the CIFAR-10 dataset and observing its […]
Meet ‘kvcached’: A Machine Learning Library to Enable Virtualized, Elastic KV Cache for LLM Serving on Shared GPUs
Large language model serving often wastes GPU memory because engines pre-reserve large static KV cache regions per model, even when […]
Microsoft Research Releases Skala: a Deep-Learning Exchange–Correlation Functional Targeting Hybrid-Level Accuracy at Semi-Local Cost
TL;DR: Skala is a deep-learning exchange–correlation functional for Kohn–Sham Density Functional Theory (DFT) that targets hybrid-level accuracy at semi-local cost, […]
Deep Learning Framework Showdown: PyTorch vs TensorFlow in 2025
The choice between PyTorch and TensorFlow remains one of the most debated decisions in AI development. Both frameworks have evolved […]
Google AI Releases DeepPolisher: A New Deep Learning Tool that Improves the Accuracy of Genome Assemblies by Precisely Correcting Base-Level Errors
Google AI, in collaboration with the UC Santa Cruz Genomics Institute, has introduced DeepPolisher, a cutting-edge deep learning tool designed […]
OpenAI launches GPT-4.5 AI model and Elon Musk should be very worried
OpenAI has just announced GPT-4.5! While the company says the model is its most advanced AI yet, there’s definitely more […]
Microsoft Researchers Introduces BioEmu-1: A Deep Learning Model that can Generate Thousands of Protein Structures Per Hour on a Single GPU
Proteins are the essential component behind nearly all biological processes, from catalyzing reactions to transmitting signals within cells. While advances […]
What is Deep Learning?
The growth of data in the digital age presents both opportunities and challenges. An immense volume of text, images, audio, […]
Amid a flurry of hype, Microsoft reorganizes entire dev team around AI
Microsoft CEO Satya Nadella has announced a dramatic restructuring of the company’s engineering organization, which is pivoting the company’s focus […]