Author: Niharika Singh

Niharika Singh
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Niharika is a Technical consulting intern at Marktechpost. She is a third year undergraduate, currently pursuing her B.Tech from Indian Institute of Technology(IIT), Kharagpur. She is a highly enthusiastic individual with a keen interest in Machine learning, Data science and AI and an avid reader of the latest developments in these fields.

Google AI Proposes LayerNAS That Formulates Multi-Objective Neural Architecture Search To Combinatorial Optimization

AI Shorts
Neural architecture search (NAS) techniques create complex model architectures by manually searching a smaller portion of the model space. Different NAS algorithms have been...

NVIDIA Announces NeMo Guardrails: An Open-Source Tool Designed to Improve the Performance and Safety of AI-Powered Chatbots like ChatGPT

AI Shorts
As artificial intelligence (AI) technology advances, developing effective guardrails for generative AI applications has become a pressing issue. In response to this challenge, NVIDIA...

Revolutionizing the Protein Landscape: MIT Researchers Harness AI to Engineer Unprecedented Bio-Molecules

AI Shorts
MIT researchers have created machine learning algorithms to create novel proteins beyond those in nature. They employed generative models to predict the amino acid...

Meet Spectformer: A Novel Transformer Architecture Combining Spectral And Multi-Headed Attention Layers That Improves Transformer Performance For Image Recognition Tasks

AI Shorts
SpectFormer is a novel transformer architecture proposed by researchers from Microsoft for processing images using a combination of multi-headed self-attention and spectral layers. The...

Meet WebLLM: An AI Project That Brings Large-Language Model And LLM-Based Chatbot To Web Browsers Accelerated With WebGPU

AI Shorts
Introducing LLMs to the browser through WebLLM is groundbreaking in AI and web development. WebLLM allows instruction fine-tuned models to run natively on a...

Researchers At Stanford Have Developed An Artificial Intelligence-Based Approach To Optimize Road Tolls

AI Shorts
Cities worldwide are plagued by traffic congestion, which not only results in lost productivity but also contributes to increased carbon emissions and noise pollution....

This AI Application Can Crack Your Password in Less Than One Minute

AI Shorts
Passwords are a main aspect of online security, but people often struggle to create strong and memorable passwords. This causes the use of weak...

Enhancing AI’s Emotional Intelligence: The Role of Psychotherapy in Developing Healthy Language Models

AI Shorts
The emergence of publicly accessible chatbots capable of engaging in humanlike conversations has brought AI into the public spotlight, with reactions ranging from amazement...

Microsoft Researchers Introduce TaskMatrix.AI: A New AI Ecosystem that Connects Foundation Models with Millions of APIs for Task Completion

AI Paper Summary
One defining characteristic that sets humans apart from other animals is our ability to communicate through language and use tools to accomplish complex tasks....

Google AI Introduces ViT-22B: The Largest Vision Transformer Model 5.5x Larger Than The Previous Largest Vision Model ViT-e

AI Shorts
Transformers have demonstrated remarkable abilities in various natural language processing (NLP) tasks, including language modeling, machine translation, and text generation. These neural network architectures...

Researchers From Meta And MLCommons Propose DataPerf: The First Platform For Building Data & Data-Centric AI Algorithm Leaderboards

AI Shorts
The rise of Machine Learning (ML) has brought about new challenges related to the availability and effectiveness of datasets for training and testing ML...

Meet ColossalChat: An Open-Source AI Solution For Cloning ChatGPT With A Complete RLHF Pipeline

AI Shorts
Large AI models and applications, such as ChatGPT and GPT-4, have become increasingly popular worldwide, with many experts from academia and industry joining the...
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