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...
Over the past decade, a surge in the number of businesses powered by recommendation techniques has been observed. Delivering personalized content for each user...
Large-scale text-conditioned image generation models have shown impressive results in recent years. They can generate realistic-looking images given a text prompt. These models are...
Object tracking is one of the core applications in the field of computer vision. It constructs pixel-level or instance-level connections amongst frames and produces...
This Article Is Based On The Research Paper 'CLIP-GEN: Language-Free Training of a Text-to-Image Generator with CLIP'. All Credit For This Research Goes To...
This Article Is Based On Mawf Insights and Information. All Credit For This Research Goes To The Researchers Of This Project 👏👏👏
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Fine-grained visual classification, in contrast to generic object classification, tries to correctly classify things from the same basic category (birds, vehicles, etc.) into subcategories....
Multi-object tracking (MOT) involves identifying and following objects as they move about in videos. Currently, available methods obtain identities by associating detection boxes whose...
In the last few years, AI researchers have been using Generative adversarial networks (GANs) to create images with unprecedented levels of diversity and photorealism,...
The use of real-time background replacement is becoming popular in many areas. For example, video conferencing and entertainment are two fields where this technique...
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