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.

UC Berkeley Researchers Use a Dreamer World Model to Train a Variety of Real-World Robots to Learn from Experience

Robots need to learn from experience to solve complex in real-world environments. Deep reinforcement learning has been the most common approach to robot learning...

AWS Researchers Develop ‘TabTransformer’ to Bring the Power of Deep Learning to Data in Tables

The top-performing AI systems have deep neural networks at their core. For instance, Transformer-based language models like BERT are typically the foundation for natural...

Google AI Researchers Propose the Pathways Autoregressive Text-to-Image (Parti) Model, Which Generates High-Fidelity Photorealistic Images and Supports Content-Rich Synthesis

Human brains can develop complex scenarios based on descriptions, be it verbal or written. Replicating this to produce visuals based on such descriptions can...

Researchers Introduce A Machine Learning-Based Algorithm For Efficiently Approximating Matrix Multiplies

One of the most important and computationally demanding processes in machine learning is matrix multiplication. As a result, much research has been done on...

DeepMind Researchers Develop ‘BYOL-Explore’: A Curiosity-Driven Exploration Algorithm That Harnesses The Power Of Self-Supervised Learning To Solve Sparse-Reward Partially-Observable Tasks

Reinforcement learning (RL) requires exploration of the environment. Exploration is even more critical when extrinsic incentives are few or difficult to obtain. Due to...

Amazon AI Researchers Open-Source ‘Syne Tune’: A Novel Python Library For Distributed HPO With An Emphasis On Enabling Reproducible Machine Learning Research

Deep learning models with billions of parameters are trained through gradient-based stochastic optimization, thanks to powerful algorithms, systems, and hardware advancements. These algorithms include...

NYU Researchers Propose A Novel Remote Sensing Object Detection Dataset For Deep Learning Assisted SaR

Any machine learning algorithm's core component is data. The first need for successful outcomes is a decent dataset. At the moment, in-domain datasets are...

Researchers at DeepMind Trained a Semi-Parametric Reinforcement Learning RL Architecture to Retrieve and Use Relevant Information from Large Datasets of Experience

In our day-to-day life, humans make a lot of decisions. Flexibly applying prior experiences to a novel scenario is required for effective decision-making. One...

A Team of AI Researchers Propose ‘GLIPv2’: a Unified Framework for (VL) Vision-Language Representation Learning that Serves Both Localization Tasks and VL Understanding Tasks

This Article is written as a summary by Marktechpost Staff based on the article 'TaiChi: Open Source Library for Few-Shot NLP'. All Credit For...

‘Hate Speech Machine’ Created By AI YouTuber & Researcher On 4Chan

We've all heard the adage, "Every coin has two sides." The same is true for AI; just as it has benefits, it may also...

Researchers From China Introduce ‘FedPerGNN’: A New Federated Graph Neural Network (GNN) Framework For Both Effective And Privacy-Preserving Personalization

This Article is written as a summay by Marktechpost Staff based on the paper 'A federated graph neural network framework for privacy-preserving personalization'. All...

Researchers Built a Neural Network That Not Only Solves but Explains and Generates University Math Problems by Program Synthesis and Few-Shot Learning at Human...

This Article is written as a summay by Marktechpost Staff based on the paper 'A Neural Network Solves, Explains, and Generates University Math Problems by...

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