AI Shorts

Pose, look, facial expression, hand gestures, etc.—collectively called "body language”—has been the subject of many academic investigations. Accurately recording, interpreting, and creating non-verbal signals may greatly enhance the realism of avatars in telepresence, augmented reality (AR),...
It has always been challenging to launch an annotation effort. A team of researchers introduce The Portable Text Annotation tool (Potato), a web-based application approved for use in the EMNLP 2022 DEMO track. Potato's project hub...

Best JupyterLab Extensions for Machine Learning Research (2023)

JupyterLab is fundamentally intended to be an extendable environment. Any component of JupyterLab can be enhanced or customized using JupyterLab extensions. New themes, file...

Meet Instruct-NeRF2NeRF: An AI Method For Editing 3D Scenes With Text-Instructions

It has never been simpler to capture a realistic digital representation of a real-world 3D scene, thanks to the development of effective neural 3D...

Microsoft AI Proposes MM-REACT: A System Paradigm that Combines ChatGPT and Vision Experts for Advanced Multimodal Reasoning and Action

Large Language Models (LLMs) are rapidly advancing and contributing to notable economic and social transformations. With many artificial intelligence (AI) tools getting released on...

MIT Researchers Introduce LiGO: A New Technique that Accelerates Training of Large Machine-Learning Models, Reducing the Monetary and Environmental Cost of Developing AI Applications

The transformer architecture has become a go-to choice for representing various domain structures. The empirical inductive biases of the transformer make it a good...

Meet Audioflux: A Deep Learning Library For Audio And Music Analysis-Feature Extraction

AudioFlux is a Python library that provides deep learning tools for audio and music analysis and feature extraction. It supports various time-frequency analysis transformation...

Best Open Source Intelligence (OSINT) Tools in 2023

The acronym "OSINT" refers to Open Source Intelligence software, which are programs used to gather data from open sources. OSINT tools are mainly used...

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

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...

Meet Dreamix: A Novel Artificial Intelligence (AI) Framework For Text-Guided Video Editing

Text-to-image is a challenging task in computer vision and natural language processing. Generating high-quality visual content from textual descriptions requires capturing the intricate relationship...

AI2 Researchers Introduce Objaverse: A Massive Dataset with 800K+ Annotated 3D Objects

When it comes to machine learning (ML) and artificial intelligence (AI), having a good quality dataset with sufficient data points is of fundamental importance...

Web-Scale Data Has Driven Incredible Progress in AI, But Do We Really Need All That Data? Meet SemDeDup: A New Method to Remove Semantic...

The growth of self-supervised learning (SSL) applied to larger and larger models and unlabeled datasets has been a major factor in recent success in...

Microsoft AI Introduce DeBERTa-V3: A Novel Pre-Training Paradigm for Language Models Based on the Combination of DeBERTa and ELECTRA

Natural Language Processing (NLP) and Natural Language Understanding (NLU) have been two of the primary running goals in the field of Artificial Intelligence. With...

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

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

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