Author: Khushboo Gupta

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Khushboo Gupta is a consulting intern at MarktechPost. She is currently pursuing her B.Tech from the Indian Institute of Technology(IIT), Goa. She is passionate about the fields of Machine Learning, Natural Language Processing and Web Development. She enjoys learning more about the technical field by participating in several challenges.

Researchers from UC Berkeley and Deepmind Propose SuccessVQA: A Reformulation of Success Detection that is Amenable to Pre-trained VLMs such as Flamingo

AI Paper Summary
In order to achieve the best possible performance accuracy, it is crucial to understand whether an agent is on the right or preferred track...

Meet Powderworld: A Lightweight Simulation Environment For Understanding AI Generalization

AI Shorts
Despite recent advances in RL research, the ability to generalize to new tasks remains one of the major issues in both reinforcement learning (RL)...

Meet FathomNet: An Open-Source Image Database That Uses Artificial Intelligence and Machine Learning Algorithms To Help Process The Backlog Of Visual Data For Understanding...

AI Paper Summary
The ocean is changing at an unprecedented rate, making it challenging to maintain responsible stewardship while visually monitoring vast amounts of marine data. The...

Meet CLAMP: An New AI Tool For Molecular Activity Prediction That Can Adapt To New Experiments At Inference Time

AI Paper Summary
For decades, the tasks involving predicting a molecule's chemical, macroscopic, or biological properties based on its chemical structure have been a key scientific research...

A New AI Research from Italy Introduces a Diffusion-Based Generative Model Capable of Both Music Synthesis and Source Separation

AI Paper Summary
Human beings are capable of processing several sound sources at once, both in terms of musical composition or synthesis and analysis, i.e., source separation....

This AI Paper Shows How ChatGPT’s Toxicity Can Increase Up To Six-Fold When Assigned A Persona

AI Shorts
With recent technological advancements, large language models (LLMs) like GPT-3 and PaLM have exhibited remarkable generation capabilities across a wide range of domains such...

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

AI Paper Summary
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...

A New Deep Reinforcement Learning (DRL) Framework can React to Attackers in a Simulated Environment and Block 95% of Cyberattacks Before They Escalate

AI Shorts
Cybersecurity defenders must dynamically adapt their techniques and tactics as technology develops and the level of complexity in a system surges. As machine learning...

Google AI Proposes A Universal Policy (UniPi) That Addresses Environmental Diversity And Reward Specification Challenges

AI Shorts
Regardless of the industry they are employed in, artificial intelligence (AI) and machine learning (ML) technologies have always attempted to improve the quality of...

Whose Opinions Do LLMs Reflect? This AI Paper From Stanford Examines the Opinions Reflected by Language Models LMs Through the Lens of Public Opinion...

AI Shorts
Over the past few years, it has been observed that language models, or LMs, have been extremely instrumental in accelerating the pace of natural...

A New Artificial Intelligence Research Proposes Multimodal Chain-of-Thought Reasoning in Language Models That Outperforms GPT-3.5 by 16% (75.17% → 91.68%) on ScienceQA

AI Paper Summary
Due to recent technological developments, large language models (LLMs) have performed remarkably well on complex and sophisticated reasoning tasks. This is accomplished by generating...

Understanding Explainable AI And Interpretable AI

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