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A Research Group from Stanford Studied the Possible Fine-Tuning Techniques to Generalize Latent Diffusion Models for Medical Imaging Domains

AI Paper Summary
Latent diffusion models have greatly increased in popularity in recent years. Because their outstanding generating capabilities, these models can produce high-fidelity synthetic datasets that can be added to supervised machine learning pipelines in situations when training...

Cerebras Releases 7 GPT-based Large Language Models for Generative AI

AI Shorts
Rising entry barriers are hindering AI's potential to revolutionize global trade. OpenAI's GPT4 is the most recent big language model to be disclosed. However, the model's architecture, training data, hardware, and hyperparameters are kept secret. Large...

Salesforce AI Developed FSNet (Fast and Slow Learning Network) for Deep Time-Series Forecasting, Which can Learn Deep Forecasting Models on the Fly in a...

AI Paper Summary
Time series forecasting, also known as predicting future values based on historical data, is crucial to solving many real-world issues ranging from weather forecasts...

A New MLOps System Called ALaaS (Active-Learning-as-a-Service) Adopts the Philosophy of Machine-Learning-as-Service and Implements a Server-Client Architecture

AI Paper Summary
Data-centric AI is a new topic focusing on engineering data to create AI applications using off-the-shelf machine learning (ML) models. Previous efforts have primarily...

Ensign InfoSecurity Researchers Present ‘TypoSwype’: An Artificial Intelligence (AI) Based Imaging Approach to Detect Typosquatting Attacks

AI Paper Summary
Cyberattackers use many methods to trick consumers into visiting malicious websites or giving over private information. One of the most popular forms of cyberattack...

Latest Computer Vision Research at Nanyang Technological University Introduces VToonify Framework for Style Controllable High-Resolution Video Toonification

AI Paper Summary
Artistic portraits are everywhere in their everyday lives and in the creative sectors that inform the arts, social media avatars, movies, entertainment advertising, etc....

Researchers propose ‘DualNets,’ a novel general continual learning framework comprising a fast learning and a slow learning system

AI Paper Summary
Humans have a unique ability to learn and retain knowledge throughout their lives in order to execute various cognitive tasks. Surprisingly, such talent is...

Using State-Of-The-Art Artificial Intelligence (AI) Models for Free: Try OPT-175B on Your Cellphone and Laptop

AI Paper Summary
When it comes to large AI models, remarkable performance in a wide range of applications often brings a big budget for hardware and running...

Colossal-AI, A Unified Deep Learning System for Big Models, Seamlessly Accelerates Large Models at Low Costs with Hugging Face​

AI Paper Summary
According to a Forbes article, large AI models are considered one of six AI trends to watch for in 2022. As large-scale AI models...

Researchers Develop a New Dataset and Baseline Model for Breast Lesion Detection in Ultrasound Videos

AI Paper Summary
The top cause of death for women globally is breast cancer. Due to its adaptability, safety, and high sensitivity, ultrasonic imaging is currently the...

NTU Researchers Propose ‘AvatarCLIP’: A Novel Zero-Shot Text-Driven 3D Avatar Generation And Animation Pipeline

AI Paper Summary
The creation of 3D digital avatars is crucial for several industries, ranging from movies to videogames. However, the whole production process is often affordable...

NTU Researchers Propose ‘NOAH’: Neural Prompt Search for Large Vision Models

AI Paper Summary
The scale of vision models has increased tremendously in recent years, from tens of millions to hundreds of millions, if even billions, for Transformers....

Singapore-Based Researchers Launch ‘AI Verify’: The First AI Governance Testing Framework (MVP)

AI Ethics
This Article is written as a summay by Marktechpost Staff based on the 'AI Verify' Paper and post. All Credit For This Research Goes...

Researchers Propose a Novel Framework ‘FaceMAE’, Where the Face Privacy and Recognition Performance are Considered Simultaneously

AI Paper Summary
This Article is written as a summay by Marktechpost Staff based on the Research Paper 'FaceMAE: Privacy-Preserving Face Recognition via Masked Autoencoders'. All Credit For...
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