Large text-to-video models trained on internet-scale data have shown extraordinary capabilities to generate high-fidelity films from arbitrarily written descriptions. However, fine-tuning a pretrained huge model might be prohibitively expensive, making it difficult to adapt these models...
Researchers have proposed a novel approach to enforcing distributional constraints in machine learning models using multi-marginal optimal transport. This approach is designed to be computationally efficient and allows for efficient computation of gradients during backpropagation.
Existing methods...
With automation coming to the forefront of technology trends in 2023, document scanning technologies are rising in popularity. ICR and OCR technology removes the...
Deep Learning (DL) advances have cleared the way for intriguing new applications and are influencing the future of Artificial Intelligence (AI) technology. However, a...
What is a Machine Learning Model?
Machine Learning (ML) models are data sets that have been taught to identify specific occurrences. The trained model may...
Data-Centric Computer Vision is a term inspired by Data-Centric AI - the process of building and testing AI systems by focusing on data-centric operations...
Multi-person re-identification is an important aspect of today's video surveillance systems. This process allows the user to identify individuals across multiple video streams, which...
Artificial intelligence has made waves throughout the past decade, where advancements are showing up in everyday applications. But getting there requires a ton of...
Introduction
In computer vision and machine learning operations, data labeling is an essential part of the overall workflow. For reference, data labeling is the process...
Quantum Machine Learning techniques have become quite popular in recent years among many computer scientists and physicists investigating their potential.
Machine learning algorithms have achieved...
Machine learning has been widely used in finding efficient solutions in the healthcare sector to help in diagnosing and treating various illnesses.
Sarepta Therapeutics, located...
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