Author: Aneesh Tickoo

Aneesh Tickoo
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Aneesh Tickoo is a consulting intern at MarktechPost. He is currently pursuing his undergraduate degree in Data Science and Artificial Intelligence from the Indian Institute of Technology(IIT), Bhilai. He spends most of his time working on projects aimed at harnessing the power of machine learning. His research interest is image processing and is passionate about building solutions around it. He loves to connect with people and collaborate on interesting projects.

Meet FlexGen: A High-Throughput Generation Engine For Running Large Language Models (LLMs) With Limited GPU Memory

AI Paper Summary
Large language models (LLMs) have recently shown impressive performance on various tasks. Generative LLM inference has never-before-seen powers, but it also faces particular difficulties....

This AI Paper Proposes A New Method For Fine-Tuning Model Weights To Erase Concepts From Diffusion Models Using Their Own Knowledge

AI Paper Summary
Modern text-to-image generative models have drawn interest because of the exceptional image quality and limitless generating potential of their output. These models may mimic...

A New AI Research Introduces GPT4RoI: A Vision-Language Model based on Instruction Tuning Large Language Model (LLM) on Region-Text Pairs

AI Shorts
Large language models (LLM) have made great strides recently, demonstrating amazing performance in tasks conversationally requiring natural language processing. Examples include the commercial products...

A New Study from the University of Wisconsin Investigates How Small Transformers Trained from Random Initialization can Efficiently Learn Arithmetic Operations Using the Next...

AI Shorts
For various downstream tasks, including language and code translation, compositional thinking, and fundamental arithmetic operations, large language models like GPT-3/4, PaLM, and LaMDA have...

Peking University Researchers Introduce FastServe: A Distributed Inference Serving System For Large Language Models LLMs

AI Shorts
Large language model (LLM) improvements create opportunities in various fields and inspire a new wave of interactive AI applications. The most noteworthy one is...

Researchers from China Propose StructGPT to Improve the Zero-Shot Reasoning Ability of LLMs over Structured Data

AI Shorts
Large language models (LLMs) have recently made significant progress in natural language processing (NLP). Existing research has shown that LLMs) have strong zero-shot and...

A New AI Research Proposes VanillaNet: A Novel Neural Network Architecture Emphasizing the Elegance and Simplicity of Design while Retaining Remarkable Performance in Computer...

AI Shorts
Artificial neural networks have advanced significantly over the past few decades, propelled by the notion that more network complexity results in better performance. These...

Tracking through Containers and Occluders in the Wild- Meet TCOW: An AI Model that can Segment Objects in Videos with a Notion of Object...

AI Paper Summary
Many open-source projects have developed comprehensive linguistic models that can be trained to carry out specific tasks. These models can provide useful responses to...

University of Michigan Researchers Open-Source ‘FedScale’: a Federated Learning (FL) Benchmarking Suite with Realistic Datasets and a Scalable Runtime to Enable Reproducible FL Research...

AI Paper Summary
Federated learning (FL) is a new machine learning (ML) environment in which a logically centralized coordinator orchestrates numerous dispersed clients (e.g., cellphones or laptops)...

Apple AI Researchers Develop GMPIs (Generative Multiplane Images) For Making A 2D GAN 3D-Aware

AI Paper Summary
Using a given training dataset as a guide, generative adversarial networks (GANs) have achieved excellent results when sampling new pictures that are "similar" to...

Huawei Researchers Develop Pangu-Σ: A Large Language Model With Sparse Architecture And 1.085 Trillion Parameters

AI Paper Summary
Large Language Models (LLMs) have exhibited exceptional skills and potential in natural language processing, creation, and reasoning. By employing a large quantity of textual...

Meet Text2Room: A New AI Method For Generating Room-Scale Textured 3D Meshes From A Given Text Prompt As Input

AI Paper Summary
Mesh representations of 3D sceneries are essential to many applications, from developing AR/VR assets to computer graphics. However, making these 3D assets is still...
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