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...
Word embeddings can capture semantic and syntactic similarities between words meaningfully. Word2Vec, GloVe, and FastText are popular embeddings. Despite the growing popularity of contextual...
Machine learning (ML) research on 3D scene interpretation has been ongoing for over a decade. For the developer and computer vision communities, a new...
Neural Radiance Fields (NeRF) were first developed, greatly enhancing the quality of new vision synthesis. It was first suggested as a way to rebuild...
Deep neural networks are used in machine learning applications such as image classification, audio recognition, natural language comprehension, and healthcare. Despite modern DNN architectures'...
The development of 3D content for visual consumption in movies, video games, and mixed reality environments is one of many application areas where it...
Graphs are fundamental data structures in many fields spanning vast applications, be it recommendation systems, communication, social, or biological networks. Road networks, point clouds,...
Progress in 3D generative models is desperately needed if learning systems are to comprehend and build 3D spaces. The researchers honor Antoni Gaud, whose...
Using a given training dataset as a guide, generative adversarial networks (GANs) have achieved excellent results when sampling new pictures that are "similar" to...
The practice of gradually learning from data to make better judgments over time is known as sequential optimization. It is frequently phrased in the...
This Article is written as a summay by Marktechpost Staff based on the research article 'A Multi-Task Neural Architecture for On-Device Scene Analysis'. All...
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