Author: Tanushree Shenwai

Tanushree Shenwai
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https://www.marktechpost.com
Tanushree Shenwai is a consulting intern at MarktechPost. She is currently pursuing her B.Tech from the Indian Institute of Technology(IIT), Bhubaneswar. She is a Data Science enthusiast and has a keen interest in the scope of application of artificial intelligence in various fields. She is passionate about exploring the new advancements in technologies and their real-life application.

Google AI Introduces Unified Language Learner (UL2 20B): A Breakthrough Language Pre-Training Paradigm

One of the overarching goals of machine learning (ML) research is the development of methods for creating models that can accurately interpret and produce...

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

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...

DeepMind Introduces the Perception Test, a New Multimodal Benchmark Using Real-World Videos to Help Evaluate the Perception Capabilities of a Machine Learning Model

Benchmarks have influenced artificial intelligence (AI) in defining research goals and enabling researchers to track progress toward those goals. An important component of intelligence is...

Salesforce AI Research Proposes A ‘Burn After Reading’ Framework For Data Privacy Where User Data Samples Are Immediately Deleted After They’re Processed

With the pandemic's arrival, the internet has become an even more integral part of everyone's daily existence. Because of the interconnectedness of our modern...

MIT Researchers Propose DIFFDOCK: A Diffusion Generative Model Tailored to the Task of Molecular Docking

Molecular docking is essential in computational drug design since it allows one to predict the location, orientation, and conformation of a ligand when attached...

This Google AI’s New Audio Generation Framework, ‘AudioLM,’ Learns To Generate Realistic Speech And Piano Music By Listening To Audio Only

Audio signals, whether human speech, musical composition, or ambient noise, entail different levels of abstraction. Prosody, syntax, grammar, and semantics are a few ways...

Google AI Introduces Frame Interpolation for Large Motion (FILM): A New Neural Network Architecture To Create High-Quality Slow-Motion Videos From Near-Duplicate Photos

Many studies are increasingly focusing on frame interpolation, which synthesizes intermediate pictures between a pair of input frames. The refresh rate can be increased,...

MIT And IBM Researchers Present A New Technique That Enables Machine Learning Models To Continually Learn From New Data On Intelligent Edge Devices Using...

Studies have shown that it is possible to adjust the pre-trained model for newly collected sensory data after deployment for on-device training. The model...

A New Study by Google and DeepMind Introduces Geometric Complexity (GC) for Neural Network Analysis and Understanding of Deep Learning Models

Understanding how regularisation affects the properties of the learned solution is a blooming research topic. This is a particularly crucial component of deep learning....

Researchers at Meta AI Introduce EditEval: An Instruction-Based Benchmark for Text Improvements

For various applications, including question answering, textual entailment, and summarization, large pre-trained language models have demonstrated excellent text production capabilities. However, most work using...

IBM and MIT Researchers Introduce a New Machine Learning Approach that Finds Nonlinear Patterns of Neurodegenerative Disease Progression

Amyotrophic lateral sclerosis (ALS), Alzheimer's disease, and Parkinson's disease are all examples of neurodegenerative disorders, which are complex and chronic illnesses. These disorders have...

Microsoft Announces The Release Of Their Two Billion Parameter Latest Vision-Language AI Model Called BEiT-3

Microsoft's Natural Language Computing (NLC) team recently introduced their latest vision-language AI model, BEiT-3, a Bidirectional Encoder representation from Image Transformers with 1.9 billion...