DeepSteal - Advanced Model Extractions Leveraging Efficient Weight Stealing in Memories
Explore advanced techniques for extracting deep learning models through efficient weight stealing, including Hammer Leak and Memory Swapping methods, with experimental results and implications.
Copy, Right? A Testing Framework for Copyright Protection of Deep Learning Models
Explore a testing framework for copyright protection of deep learning models, covering multi-level metrics, test case generation, and evaluation against various model manipulation techniques.
Better Together- Humanity + Machine Learning
Exploring the synergy between humans and AI, this talk delves into how machine learning can augment human capabilities, revolutionize industries, and create new opportunities while addressing ethical considerations.
How to Make Isometric Game Assets with AI - ControlNet, Stable Diffusion + Blender Tutorial
Learn to create isometric game assets using AI tools like ControlNet and Stable Diffusion, combined with Blender. Covers installation, 3D modeling, prompting, upscaling, and image editing techniques for unique game art.
Stable Diffusion 2.1 Install Tutorial
Learn to install and optimize Stable Diffusion 2.1 for creating high-quality AI-generated images. Explore techniques for various subjects and troubleshoot common issues.
Decoder Flow in Transformer Model
Learn to code a Transformer Decoder from scratch, covering key concepts like masking, multi-head attention, and feed-forward networks in this comprehensive tutorial.
InvokeAI Tutorial for Stable Diffusion
Explore InvokeAI's user-friendly Stable Diffusion interface, featuring impressive outpainting capabilities and a focus on stability. Learn installation, text-to-image, image-to-image, and unified canvas techniques.
Stable Diffusion Tutorial - Ultimate Guide - Everything You Need to Know
Comprehensive guide to Stable Diffusion AI image generation, covering installation, prompting, sampling methods, img2img, inpainting, and upscaling techniques for creating stunning AI art.
Stable Diffusion Animation Tutorial with Automatic Audio Sync - Make Your Own AI Music Video
Learn to create AI music videos using Stable Diffusion and Deforum, with automatic audio sync techniques. Master animation prompting, settings, and rendering for stunning visual results.
Use AI to Remove Anything from Photo - OpenAI Dall-E 2 and Stable Diffusion 360 Virtual Tour Tutorial
Learn to enhance 360 photos using AI tools like DALL-E 2 and Stable Diffusion. Master inpainting techniques in Photoshop and Affinity Photo to remove unwanted elements from virtual tour images.
On the Robustness of Deep K-Nearest Neighbors
Explore the robustness of Deep k-Nearest Neighbors against adversarial attacks, proposing a heuristic method to find vulnerabilities in this defense mechanism for deep learning models.
Industry Shocking Text-To-Music AI Model by Facebook Audiocraft - Full Tutorial - Better Than MusicLM
Learn to use Facebook's Audiocraft AI model for text-to-music generation. Install, run, and experiment with this powerful tool on your computer or Google Colab to create amazing AI-generated music.
Individual Discrimination of Bottlenose Dolphin Signature Whistles Using Deep Learning
Explore deep learning techniques for identifying individual bottlenose dolphins through their unique signature whistles, advancing our understanding of cetacean communication and behavior.
Fine-Tuning LLM with QLoRA on Single GPU - Training Falcon-7b on ChatBot Support FAQ Dataset
Learn to fine-tune Falcon-7b LLM on a custom dataset using QLoRA. Covers model loading, LoRA adapter implementation, fine-tuning, progress monitoring, and performance evaluation on chatbot support FAQs.
End to End Deep Learning Project Using MLOPS DVC Pipeline With Deployments Azure and AWS - Krish Naik
Comprehensive guide to building and deploying a deep learning project for chicken disease classification using MLOps tools, DVC pipeline, and cloud platforms Azure and AWS.
Img2img Tutorial for Stable Diffusion
Comprehensive guide to Stable Diffusion's Img2img features, covering techniques like sketching, inpainting, and upscaling for enhanced AI image generation and manipulation.
Facial Recognition and Machine Learning in React & Gatsby with Gant Laborde - Learn With Jason
Explore facial recognition and machine learning in React & Gatsby. Build an app to identify photos, discuss ethical implications, and learn about AI algorithms and implementation.
Ultimate QR Guide - What All Other Guides Miss
Learn to create scannable QR art using Stable Diffusion and ControlNet. Master advanced techniques, explore unique workflows, and unlock the potential of AI-generated QR codes in this comprehensive guide.
Mastering ControlNet on Stable Diffusion - Your Complete Guide
Comprehensive guide to implementing ControlNet in Stable Diffusion, covering installation, model selection, and various preprocessors for enhanced AI image generation and manipulation.
How to Install and Use Stable Diffusion - Basic Tutorial
Learn to install and use Stable Diffusion, including UI setup, model installation, txt2img prompting, ControlNet, img2img, and inpainting. Master AI image generation techniques step-by-step.
ControlNet Tutorial - Stable Diffusion Web UI Extension - Complete Feature Guide
Comprehensive guide to ControlNet extension for Stable Diffusion, covering installation, features, and advanced techniques. Learn to create QR codes, enhance images, and master AI-powered editing tools.