New AI Research From China Proposes Meta-Transformer: A Unified AI Framework for Multimodal Learning

New AI Research From China Proposes Meta-Transformer: A Unified AI Framework for Multimodal Learning

The human brain, considered the paradigm of neural network theories, simultaneously processes information from various sensory inputs, such as visual, auditory and tactile signals. Furthermore, understanding from one source might aid knowledge from another. However, due to the huge modality gap in deep learning, building a unified network that can process various forms of input…

New AI research from KAIST presents FLASK: a fine-grained assessment framework for language modeling based on skill sets

New AI research from KAIST presents FLASK: a fine-grained assessment framework for language modeling based on skill sets

Incredibly, LLMs have proven to correspond to human values, providing helpful, honest and harmless answers. In particular, this capability has been greatly enhanced by methods that refine a pre-trained LLM on various tasks or user preferences, such as instruction optimization and human feedback reinforcement learning (RLHF). Recent research suggests that by evaluating models based solely…

ByteDance AI Research proposes a new self-supervised learning framework to create high-quality stylized 3D avatars with a mix of continuous and discrete parameters

ByteDance AI Research proposes a new self-supervised learning framework to create high-quality stylized 3D avatars with a mix of continuous and discrete parameters

A key entry point into the digital world, which is more prevalent in modern life for socializing, shopping, playing games and other activities, is a visually appealing and animated 3D avatar. A decent avatar should be attractive and customized to fit the user’s appearance. Many popular avatar systems, such as Zepeto1 and ReadyPlayer2, use animated…

Can LLMs run natively on your iPhone?  Discover MLC-LLM: An open framework that brings language models (LLM) directly to a broad class of GPU-accelerated platforms

Can LLMs run natively on your iPhone? Discover MLC-LLM: An open framework that brings language models (LLM) directly to a broad class of GPU-accelerated platforms

Large Language Models (LLM) are the current hot topic in the field of Artificial Intelligence. A good level of progress has already been made in a wide range of sectors such as healthcare, finance, education, entertainment, etc. Well-known large language models such as GPT, DALLE and BERT perform extraordinary tasks and make life easier. While…