Researchers from MIT BCS, the University of Cambridge, and the Alan Turing Institute explore the historical pursuit of automated mathematicians in artificial intelligence, emphasizing the recent impact of LLMs. It advocates a cognitive science perspective and...
The global phenomenon of LLM (Large Language Model) products, exemplified by the widespread adoption of ChatGPT, has gathered significant attention. A consensus has emerged among many individuals regarding the advantages of LLMs in comprehending natural language...
Action recognition, the task of identifying and classifying human actions from video sequences, is a crucial field within computer vision. However, its reliance on...
Researchers have explored the potential of using synthetic images generated by text-to-image models to learn visual representations and pave the way for more efficient...
Researchers from UC San Diego, Zhejiang University, Tsinghua University, UCLA, and Stanford University have introduced One-2-3-45++, an innovative AI method for rapid and high-fidelity...
In payments, understanding transactions is crucial for assessing risks in businesses. However, deciphering messy bank transaction data poses a challenge, as it is expressed...
AI systems capable of handling multiple tasks or domains without significant reprogramming or retraining are generalist agents. These agents aim to generalize knowledge and...
Recently, deep learning has been marked by a surge in research aimed at optimizing models for dynamic sparsity. In this scenario, sparsity patterns only...
Researchers from McMaster University and FAIR Meta have developed a new machine learning (ML) technique for orbital-free density functional theory (OF-DFT). This ML method...
Although large language models (LLMs) such as GPT-4 and LLaMA are rapidly reimagining modern-day applications, their inference is slow and difficult to optimize because...
The development of UltraFastBERT by researchers at ETH Zurich addressed the problem of reducing the number of neurons used during inference while maintaining performance...
Large Language Models (LLMs) have recently gained a lot of appreciation from the Artificial Intelligence (AI) community. These models have remarkable capabilities and excel...
A team of researchers from ByteDance Research introduces PixelDance, a video generation approach that utilizes text and image instructions to create videos with diverse...
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