Machine Learning

Artificial Intelligence (AI) Researchers at Standford Propose S4ND, a New Deep Layer Based on S4 that Extends SSMs’ Capacity to Simulate Continuous Signals to...

AI Paper Summary
Visual data modeling, such as photographs and videos, is a canonical problem in deep learning. Many current deep learning backbones with good performance on...

Latest Machine Learning Research at UC Berkeley Proposes a Way to Design a Learned Optimizer Using Generative Models of Neural Network Checkpoints

AI Paper Summary
Deep learning methods have been a game-changer in lots of applications. They have been the core components of field advancements in the last decades,...

Microsoft AI Research Introduces DeepSpeed-MII, A New Open-Source Python Library From DeepSpeed That Speeds Up 20,000+ Widely Used Deep Learning Models

AI Paper Summary
While open-source software has made AI accessible to more people, there are still two significant barriers to its widespread use: inference delay and cost. System...

Meta AI Announces Release of ‘Grand Teton’: The Next-Generation Artificial Intelligence (AI) Hardware Platform At Scale

AI Shorts
Open-source hardware and software have been indispensable to growing industries' demand to scale innovations, especially in AI. Almost every industry is adopting AI in...

Researchers at Harvard Developed an Ionic Circuit Comprising Hundreds of Ionic Transistors and Performed a Core Process of Neural Network Computing in Water

AI Shorts
Information is processed by microprocessors in computers, data centers, and smartphones by manipulating electrons that pass through solid semiconductors. However, our brains have a...

Latest Machine Learning Research From CMU Introduces ‘DASH,’ a Differentiable NAS Algorithm that Computes the Mixture of Operations Using the Fourier Diagonalization of Convolution,...

AI Paper Summary
The ground-breaking research conducted in the last ten years is mainly responsible for the remarkable achievements gained in machine learning. Machine learning applications are...

Deepmind Researchers Propose A Machine Learning-Based Framework For Doing Research On Hour-Long Films Using The Same Technology That Can Presently Analyze Second-Long Videos

AI Paper Summary
Raw movies are massive and must be compressed before being saved on a disc; once loaded, they are decompressed and placed in device memory...

Researchers from MIT and Microsoft Propose a Practical and Robust Video Conferencing Method Called Gemino That Uses Neural Compression System

AI Paper Summary
We all saw the importance of good-quality video conferencing tools during COVID lockdowns. Education, entertainment, work meetings, and family visits became video conferences, and...

Latest Machine Learning Research At Apple Proposes ‘DD-GloVe,’ A Train-Time Debiasing Algorithm To Learn Word Embeddings By Leveraging Dictionary Definitions

AI Paper Summary
Word embeddings can capture semantic and syntactic similarities between words meaningfully. Word2Vec, GloVe, and FastText are popular embeddings. Despite the growing popularity of contextual...

Meet ‘DreamFusion,’ An Effective AI Technique That Uses Machine Learning To Synthesize 3D Models From Text Prompts

AI Paper Summary
By prompting a text-to-image model we can generate images of a wide variety of objects. With clever prompting, it’s also possible to synthesize different...

Salesforce AI Research Proposes ‘DeepTime,’ A Deep Time-Index Based Model Trained Via A Meta-Learning Formulation To Automatically Learn A Representation Function From Time-Series Data

AI Paper Summary
In many commercial and scientific applications, the challenge of forecasting or predicting future values based on historical values is crucial. This is because forecasting...

Check Out How These Illinois Tech AI Researchers Extracted Personal Information From Anonymous Cell Phone Data Using Machine Learning

AI Paper Summary
Many people who regularly use social media, cell phones, home security cameras, and location trackers don't realize the full extent of their data. They...
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