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tldr they combine the efficiency of guns and convolutional approaches with the expressivity of transformers to produce a powerful and time efficient method for semantically guided high quality image synthesis if what i said sounds like another language to you this video was made for you this is whatamp;#39;s ai and i share artificial intelligence news every week if you are new to the channel and want to stay up to date please consider subscribing to not miss any further news youamp;#39;ve probably heard of igpt or image gpt recently published by openai that i covered on my channel itamp;#39;s the state-of-the-art generative transformer model openai use the transformer architecture on a pixel representation of images to perform image synthesis in short they use transformers with half the pixels of an image as inputs to generate the other half of the image as you can see here it is extremely powerful however as you know there are 4k high resolution images and videos and do you