Author: 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.

Researchers From UNSW Sydney Proposes A Deep Learning Algorithm That Produces High-Resolution Modeled Images From Lower-Resolution Micro X-ray Computerized Tomography (CT)

AI Paper Summary
Researchers have turned away from fossil fuels in favor of clean and renewable energy sources in response to the significant change in climate over...

Meta AI and UPF Researchers Introduce Toolformer: A Language Model That Learns in a Self-Supervised Way How to Use Different Tools Such as Search...

AI Paper Summary
With recent technological advancements, large language models (LLMs) have become incredibly popular mainly because of their outstanding performance on a range of natural language...

Researchers at Stanford Propose A Cheap And Scalable Data Selection Framework Based on Importance Resampling For Improving The Downstream Performance of Language Models

AI Paper Summary
The performance of language models (LMs) depends largely on the kind of training dataset chosen. This holds true for both general-domain models like GPT-3...

Microsoft Open Source LMOps: An AI Prompt Optimization Toolkit For Generative AI Models

AI Paper Summary
Due to recent technological advancements and their remarkable performance, the general population has now widely adopted language models (LLMs). For instance, tools like ChatGPT...

Meet STEPS: A New Computer Vision Method That Jointly Learns A Nighttime Image Enhancer And A Depth Estimator Without Using Ground Truth

AI Paper Summary
In recent times, researchers have gained considerable interest in self-supervised depth estimation techniques because of their low hardware cost and ability to promote the...

Researchers at IBM Propose MoLFormer-XL: A Pretrained Artificial Intelligence AI Model That Infers The Structure of Molecules From Simple Representations

AI Shorts
Recent technological developments have led to the widespread adoption of large pretrained models for performing several tasks. These models, which could previously summarise texts...

Salesforce AI Open Sources CausalAI Library for Causal Analysis of Time Series and Tabular Data

AI Shorts
The process of causal analysis is used to determine and address the causes and effects of a problem. Instead of addressing the symptoms of...

Microsoft Research Proposes BioGPT: A Domain-Specific Generative Transformer Language Model Pre-Trained on Large-Scale Biomedical Literature

AI Paper Summary
With recent technological breakthroughs, researchers have started employing several machine learning techniques on the abundance of biomedical data that is available. Using techniques like...

Researchers From Microsoft and UCLA Introduce ClimaX: A Flexible And Generalizable Deep Learning Model For Weather And Climate Science

AI Paper Summary
Most of the current state-of-the-art climate and weather models are largely based on simulations of massive numerical systems that utilize the laws of physics...

The Latest Google Research Shows how a Machine Learning ML Model that Provides a Weak Hint can Significantly Improve the Performance of an Algorithm...

AI Shorts
In many applications, decisions are frequently made based on requests that come in an online fashion, which means that not all of the problem's...

Electrostatic Halftoning: An AI Approach Based on Physical Principles of Electrostatics for Image Dithering, Stippling, Screening, and Sampling

AI Shorts
Halftoning is a graphic design technique used to replicate a picture using dots of various lengths and colors. Researchers from Saarland University in Germany...

A New Transformer Based Reinforcement Learning Agent Called ‘AdA’ Inhabits a Rich 3D World and Can Rapidly Adapt to Tasks It Has Never Seen...

AI Paper Summary
It has always been astounding how quickly humans can adjust to their environment. Artificial intelligence agents have been developed over many years to replicate...
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