Explainable AI

Text-to-image diffusion models represent an intriguing field in artificial intelligence research. They aim to create lifelike images based on textual descriptions utilizing diffusion models. The process involves iteratively generating samples from a basic distribution, gradually transforming...
Advancements in Artificial Intelligence (AI) and Deep Learning have brought a great transformation in the way humans interact with computers. With the introduction of diffusion models, generative modeling has shown remarkable capabilities in various applications, including...

Researchers at Stanford Crack The Code of Natural Vision As New Model Reveals How Eyes Decode Visual Scene

A fundamental goal in the field of sensory neuroscience is to understand the complex mechanisms that underlie the neural code responsible for processing natural...

A New Artificial Intelligence Research From Stanford Shows How Explanations Can Reduce Overreliance on AI Systems During Decision-Making

The boom of artificial intelligence (AI) in recent years is closely related to how much better human lives have become due to AI's ability...

Breaking Down AutoGPT: What It Is, Its Features, Limitations, Artificial General Intelligence (AGI) And Impact of Autonomous Agents on Generative AI

Introduction  Generative AI is evolving and getting popular. Since its introduction, new models and research papers are getting released almost every other day. The major...

Understanding Explainable AI And Interpretable AI

As a result of recent technological advances in machine learning (ML), ML models are now being used in a variety of fields to improve...

Teaching the Past from the Future Mistakes: This AI Technique Makes Large Language Models Better Instruction Followers

Large language models (LLMs) have made headlines in the tech world in recent years. They have revolutionized the way we communicate and interact with...

Unlocking the Secrets of Deep Learning with Tensorleap’s Explainability Platform

Deep Learning (DL) advances have cleared the way for intriguing new applications and are influencing the future of Artificial Intelligence (AI) technology. However, a...

A New Artificial Intelligence Research Proposes ExaRanker: Exploring the Role of Natural Language Explanations in Improving Information Retrieval Models

Information retrieval (IR) problems saw considerable improvements to trained transformers like BERT and T5, refined on millions of cases. A model is expected to...

Artificial Intelligence (AI) Research Innovations in 2022 from Google, NVIDIA, Salesforce, Meta, Apple, Amazon, and AI2

In this article, we will delve into the latest 2022 research updates from key industry leaders in the field of machine learning. From natural...

US FDA, Health Canada, and UK MHRA have Jointly Identified 10 Guiding Principles that can Inform the Development of Good Machine Learning Practice (GMLP)

The UK's MHRA, The U.S. Food and Drug Administration (FDA), and Health Canada have come together to work on the ten basic guiding principles...

Meet CICERO: An Artificial Intelligence (AI) Agent That Plays At A Human Level In Diplomacy

From Deep Blue's victory over chess grandmaster Garry Kasparov to AlphaGo being the first computer program to defeat a Go World Champion, unbeatable superhuman...

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...

Researchers from UCLA, UCSD, Peking University, and Beijing Institute for General Artificial Intelligence (BIGAI) have recently developed a new AI System that can explain...

A team of researchers created a new AI system that can explain its decision-making procedures to users who aren't computer scientists. The system may...

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