Recent video-language models' (VidLMs) performance on various video-language tasks has been outstanding. Such multimodal models only come with drawbacks. For example, it is shown that vision-language models have difficulty understanding compositional and order relations in images,...
Language gives humans an extraordinary level of general intellect and sets them apart from all other creatures. Importantly, language not only helps people interact with others better, but it also improves our capacity to think. Before...
Time-series forecasting has gained tremendous importance in recent times. The task of making future predictions based on previous data, particularly numerical data gathered in...
Exciting new opportunities for augmented reality experiences are being made possible by the quick advancements in neural implicit representation. Without much training data or...
In computer vision, determining the posture of 3D objects from a single RGB image is crucial. This field is frequently separated into several tasks,...
Play torch, previously known as PyTorch live, helps build AI-powered mobile prototypes quickly. The new release is much simpler and provides a much better...
The performance of machine translation systems, which previously relied on phrase-based systems, has suddenly improved with the advent of neural network-based models. An open-source...
Intel has recently released Neural Compressor, an open-source Python package for model compression. This library can be applied to deep learning deployment on CPUs...
This Article Is Based On The Research Article 'Introducing Accelerated PyTorch Training on Mac'. All Credit For This Research Goes To The Researchers...
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Deep learning has emerged...
Large-scale model training has been found to improve model quality in recent research. Model size has increased 10,000 times in the previous three years,...
Machine learning (ML) is becoming a more critical application for developers since it allows them to train models that can do various prediction-based activities....
Recommendation Systems (RecSys) are a big part of today's production-ready AI, although you wouldn't know it from glancing at Github. In contrast to domains...
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