Tag: Convolutional Neural Network

Do Video-Language Models Understand Actions? If Not, How To Fix It? Meet Paxion: A Novel Framework For Patching Action Knowledge in Video-Language Foundation Models

AI ShortsJune 7, 2023

Recent video-language models' (VidLMs) performance on various video-language tasks has been outstanding. Such multimodal models only come with drawbacks. For example, it is shown that vision-language models have difficulty understanding compositional and order relations in images,...

AI Agents Can Learn to Think While Acting: A New AI Research Introduces A Novel Imitation Learning Framework Called Thought Cloning

AI ShortsJune 7, 2023

Language gives humans an extraordinary level of general intellect and sets them apart from all other creatures. Importantly, language not only helps people interact with others better, but it also improves our capacity to think. Before...

Machine Learning Model Watermarking By Borrowing Attack Techniques Like Badnets and Backdooring

AI Paper SummaryMarch 9, 2022

The training costs for advanced ML models range from tens of thousands to millions of dollars, even for well-understood architectures. The training of one...

Google Open-Sources ‘DeepNull’: A Method That Identifies And Adjusts For Non-Linear And Interactive Covariate Effects Using A Deep Neural Network

AI Paper SummaryFebruary 5, 2022

Each person's genetic data contains health information that helps understand why some people are prone to diseases more than others. This answers a range...

Understanding The Concept Of Convolutional Neural Networks (CNNs)

AI ShortsJanuary 24, 2022

Deep learning techniques are based on neural networks, which are a subset of machine learning. They're made up of node levels, each of which...

Latest Stanford Research Breaks World Record In DNA Sequencing Technique Using AI That Can Help Clinicians Rapidly Diagnose Critical Care Patients

AI ShortsJanuary 12, 2022

Using NVIDIA Clara, Google DeepVariant, and Oxford Nanopore Technologies sequencing, the Stanford University School of Medicine has been able to identify genetic diseases in...