- Sun. Oct 6th, 2024
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Tencent Researchers Introduce AppAgent: A Novel LLM-based Multimodal Agent Framework Designed to Operate Smartphone Applications
Artificial intelligence (AI) is witnessing a transformative phase, particularly in developing intelligent agents. These agents are designed to perform tasks beyond simple language processing. They represent a new class of…
This AI Paper from China Introduces Emu2: A 37 Billion Parameter Multimodal Model Redefining Task Solving and Adaptive Reasoning
Any activity that requires comprehension and production in one or more modalities is considered a multimodal task; these activities can be extremely varied and lengthy. It is challenging to scale…
This AI Paper Introduces the ‘ForgetFilter’: A Machine Learning Algorithm that Filters Unsafe Data based on How Strong the Model’s Forgetting Signal is for that Data
A pressing concern has surfaced in large language models (LLMs), drawing attention to the safety implications of downstream customized finetuning. As LLMs become increasingly sophisticated, their potential to inadvertently generate…
Alibaba Researchers Propose I2VGen-xl: A Cascaded Video Synthesis AI Model which is Capable of Generating High-Quality Videos from a Single Static Image
Researchers from Alibaba, Zhejiang University, and Huazhong University of Science and Technology have come together and introduced a groundbreaking video synthesis model, I2VGen-XL, addressing key challenges in semantic accuracy, clarity,…
This Machine Learning Research Opens up a Mathematical Perspective on the Transformers
The release of Transformers has marked a significant advancement in the field of Artificial Intelligence (AI) and neural network topologies. Understanding the workings of these complex neural network architectures requires…
Microsoft Researchers Introduce InsightPilot: An LLM-Empowered Automated Data Exploration System
Data exploration is an important step in data analysis that extracts key insights using multiple steps such as filtering, sorting, grouping, etc. It helps uncover patterns in the dataset and…
Google Researchers Unveil DMD: A Groundbreaking Diffusion Model for Enhanced Zero-Shot Metric Depth Estimation
Although it would be helpful for applications like autonomous driving and mobile robotics, monocular estimation of metric depth in general situations has been difficult to achieve. Indoor and outdoor datasets…
Revolutionizing Agriculture with AI: A Deep Dive into Machine Learning for Leaf Disease Classification and Smart Farming
Agriculture stands as the bedrock of humanity’s sustenance. In this critical realm, the transformative power of machine learning is reshaping the landscape. Specifically in plant pathology, its rapid data analysis…
Meet JoyTag: An Inclusive Image Tagging AI Model with Joyful Vision Model
With the latest advancements in Artificial Intelligence (AI), it is being used in all spheres of life. They are being used for various tasks. Machine vision models are a category…
Microsoft Researchers Introduce PromptBench: A Pytorch-based Python Package for Evaluation of Large Language Models (LLMs)
In the ever-evolving large language models (LLMs), a persistent challenge has been the need for more standardization, hindering effective model comparisons and impeding the need for reevaluation. The absence of…