Author: Khushboo Gupta

Khushboo Gupta
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Khushboo Gupta is a consulting intern at MarktechPost. She is currently pursuing her B.Tech from the Indian Institute of Technology(IIT), Goa. She is passionate about the fields of Machine Learning, Natural Language Processing and Web Development. She enjoys learning more about the technical field by participating in several challenges.

Princeton and Google AI Researchers Propose ReAct: An Effective Artificial Intelligence Method for Synergizing Reasoning and Acting in Large Language Models

AI Paper Summary
Although large language models (LLMs) have shown astounding performance on tasks involving interactive decision-making and language understanding, their capacities for reasoning (such as chain-of-thought...

Researchers at the Allen Institute for AI Propose Līla, a Unified Benchmark for Comprehensive Evaluation of the Mathematical Reasoning Abilities of Artificial Intelligence Systems

AI Paper Summary
Mathematical reasoning is a fundamental requirement for general-purpose artificial intelligence systems. These tasks can have a wide range of complexity, and they might be...

AI Researchers from the Netherlands Propose a Machine Learning-based Method to Design New Complex Metamaterials with Useful Properties

AI Paper Summary
Combinatorial problems often arise in puzzles, origami, and metamaterial design. Such problems have rare collections of solutions that generate intricate and distinct boundaries in...

Microsoft AI Proposes ‘FocalNets’ Where Self-Attention is Completely Replaced by a Focal Modulation Module, Enabling To Build New Computer Vision Systems For high-Resolution Visual...

AI Paper Summary
Human eyes allow us to see finely and coarsely objects by quickly adjusting their focal points to allow us to observe our surroundings from...

Meta AI Researchers Propose ‘JUICER,’ a Framework to Make Use of Both Binary and Free-Form Textual Human Feedback to Improve Dialogue Models After Deployment

AI Paper Summary
The machine learning community has recently concentrated a lot of its research on the best ways to leverage human feedback to enhance the performance...

According To This New AI Research At MIT, Machine Learning Models Trained On Synthetic Data Can Outperform Models Trained On Real Data In Some...

AI Paper Summary
Action recognition, or teaching a machine to recognize human actions, has a wide range of potential applications. For example, it may be used to...

Meta AI Introduces A Machine Learning-Based Model That Predicts Protein Folding 60x Faster Than The State of The Art

AI Paper Summary
Proteins are complex biological molecules that play a vital role in numerous essential and diverse life processes. They carry out a variety of biological...

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...

Researchers At IIIT Allahabad Propose T2CI GAN: A Deep Learning Model That Generates Compressed Images From Text

AI Paper Summary
In the last few years, the creation of textual descriptions for visual data has become a compelling research issue. However, the problem statement for...

IBM Research Introduces Artificial Intelligence Unit (AIU): It’s First Complete System-on-Chip Designed to Run and Train Deep Learning Models Faster and More Efficiently than...

AI Shorts
Academic researchers' work over ten years ago was crucial in developing contemporary artificial intelligence as we see it today. It was demonstrated that training...

Meta AI Researchers Built The First Artificial Intelligence AI-Powered Translation System Under Universal Speech Translator (UST) For A Primarily Oral Language ‘Hokkien’

AI Shorts
Although over half of the world's 7,000+ live languages are predominantly oral and lack a standardized writing system, recent technological advancements in AI translation...

Google AI Propose A Patch-Based Multi-Scale Image Quality Transformer (MUSIQ) To Bypass The Convolutional Neural Network (CNN) Constraints On Fixed Input Size And Predict The Image Quality Effectively...

AI Paper Summary
The evaluation of image quality (IQA) is a crucial area of study for comprehending and enhancing the visual experience. In order to give users...
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