AI Security Applications and Risk Control Must Innovate and Upgrade

AI Security Applications and Risk Control Must Innovate and Upgrade

Release of the “Large Model Security Practice (2024)” White Paper The research team from Princeton University has built an evaluation system to analyze and assess AI-generated copyright character issues The team from Columbia University conducts comparative analysis based on video reconstruction to detect videos generated by AI diffusion models Microsoft’s “Skeleton Key” intrusion technology challenges … Read more

ComfyUI | Universal Huggingface Model Download Solution

ComfyUI | Universal Huggingface Model Download Solution

Users of ComfyUI know that it is necessary to frequently download various large models from Huggingface, and during the download, three major problems need to be solved: 1. Network issues; domestic users cannot directly access and download large models. 2. Large file download issues; due to unstable networks or unstable proxies, downloads of large files … Read more

Runway: Rapid Iteration of Foundation Models in Video Generation

Runway: Rapid Iteration of Foundation Models in Video Generation

Further Reading AI Deep Research No. 19: Jasper: An Integrated AI Tool Born for Marketing AI Deep Research No. 18: Cohere: A Strong Competitor to OpenAI Focused on B-end Track AI Deep Research No. 17: Inspur Information: Focusing on “Cloud + AI”, the Power Leader Welcomes New Development AI Deep Research No. 16: Zhongwang Software … Read more

Prompt Sapper: The Soulmate of Foundation Models and an Innovation Hub for AI Services

Prompt Sapper: The Soulmate of Foundation Models and an Innovation Hub for AI Services

Machine Heart Column Authors: Xing Zhenchang (CSIRO’s Data61), Huang Qing (JXNU), Cheng Yu (JXNU) The SE4AI team from CSIRO’s Data61 and the Intelligent Software Engineering Laboratory at Jiangxi Normal University jointly developed the world’s first no-code production platform for AI chains, Prompt Sapper, along with corresponding methodologies and an AI service marketplace.Foundation models have brought … Read more

CNN Mixture-of-Depths: Enhancing Convolutional Networks with 25% Acceleration

CNN Mixture-of-Depths: Enhancing Convolutional Networks with 25% Acceleration

Click on the "Xiaobai Learns Vision" above, choose to add "Starred" or "Pinned" Heavyweight content delivered at the first time Introduction MoD is a new method for Convolutional Neural Networks (CNNs) that improves computational efficiency by selectively processing channels. Unlike traditional static pruning methods, MoD adopts a dynamic computation approach, adjusting computational resources based on … Read more

Lag-Llama: Probabilistic Time Series Forecasting with Foundation Models

Lag-Llama: Probabilistic Time Series Forecasting with Foundation Models

Abstract arXiv:2310.08278v3 [cs.LG] February 8, 2024 Original paper link: https://arxiv.org/pdf/2310.08278 In recent years, foundation models have caused a paradigm shift in the field of machine learning due to their unprecedented zero-shot and few-shot generalization capabilities. However, despite the success of foundation models in fields such as natural language processing and computer vision, the development of … Read more

Amazon Bedrock and New Features: Connecting Enterprise Data Sources for Private Training

Amazon Bedrock and New Features: Connecting Enterprise Data Sources for Private Training

21CTO Guide: AWS has launched a new privatized AIGC product. Background AWS has just announced a new artificial intelligence product, the preview feature of Amazon Bedrock. Bedrock is a solution for building generative AI applications using foundational models. Amazon Bedrock is an innovative technology within Amazon Web Services (AWS) that opens up cutting-edge technology in … Read more