SaiSatish

Joined: August 22, 2023
Articles: 732
Comments: 2

google-researches

Introducing StylEx: A New Approach for Visual Explanation of Classifiers

Posted by Oran Lang and Inbar Mosseri, Software Engineers, Google Research Neural networks can perform certain tasks remarkably well, but understanding how they reach their decisions — e.g., identifying which signals in an image cause a model to determine it…

Science Daily

Edge processing research takes discovery closer to use in artificial intelligence networks

Researchers have successfully demonstrated proof-of-concept of using their multimodal transistor (MMT) in artificial neural networks, which mimic the human brain. This is an important step towards using thin-film transistors as artificial intelligence hardware and moves edge computing forward, with the…

google-researches

Learning to Route by Task for Efficient Inference

Posted by Sneha Kudugunta, Research Software Engineer and Orhan Firat, Research Scientist, Google Research Scaling large language models has resulted in significant quality improvements natural language understanding (T5), generation (GPT-3) and multilingual neural machine translation (M4). One common approach to…

google-researches

Scaling Vision with Sparse Mixture of Experts

Posted by Carlos Riquelme, Research Scientist and Joan Puigcerver, Software Engineer, Google Research, Brain team Advances in deep learning over the last few decades have been driven by a few key elements. With a small number of simple but flexible…

google-researches

Google Research: Themes from 2021 and Beyond

Posted by Jeff Dean, Senior Fellow and SVP of Google Research, on behalf of the entire Google Research community Over the last several decades, I’ve witnessed a lot of change in the fields of machine learning (ML) and computer science.…

Science Daily

Seeking a way of preventing audio models for AI machine learning from being fooled

Warnings have emerged about the unreliability of the metrics used to detect whether an audio perturbation designed to fool AI models can be perceived by humans. Researchers show that the distortion metrics used to detect intentional perturbations in audio signals…

Science Daily

System recognizes hand gestures to expand computer input on a keyboard

Researchers are developing a new technology that uses hand gestures to carry out commands on computers. Read More

Science Daily

Simple, accurate, and efficient: Improving the way computers recognize hand gestures

Recent progress in camera systems, image analysis, and machine learning have made optical-based gesture recognition a more attractive option in most contexts. However, current methods are hindered by a variety of limitations, including high computational complexity, low speed, poor accuracy,…

google-researches

A Scalable Approach for Partially Local Federated Learning

Posted by Karan Singhal, Senior Software Engineer, Google Research Federated learning enables users to train a model without sending raw data to a central server, thus avoiding the collection of privacy-sensitive data. Often this is done by learning a single…

Science Daily

Mind-controlled robots now one step closer

Researchers teamed up to develop a machine-learning program that can be connected to a human brain and used to command a robot. The program adjusts the robot’s movements based on electrical signals from the brain. The hope is that with…