[R] Heidelberg University Researchers Combine CNNs and Transformers to Synthesize High-Resolution Images Computer Science

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• [R] Heidelberg University Researchers Combine CNNs and Transformers to Synthesize High-Resolution Images
• How can a device infer the protocol of the packet it receives?
• How to really use selenium to upload a video to youtube?

[R] Heidelberg University Researchers Combine CNNs and Transformers to Synthesize High-Resolution Images Posted: 21 Dec 2020 12:51 PM PST Is there a way to efficiently code inductive image biases into models while retaining all the flexibility of transformers? "Yes," say researchers from Germany's Heidelberg University. In a new paper, the team proposes a novel approach that combines the effectiveness of the inductive bias in convolutional neural networks (CNNs) with the expressivity of transformers to model and synthesize high resolution images. Here is a quick read: Heidelberg University Researchers Combine CNNs and Transformers to Synthesize High-Resolution Images The paper Taming Transformers for High-Resolution Image Synthesis is on arXiv. This project is also on GitHub. submitted by /u/Yuqing7 [link] [comments]

How can a device infer the protocol of the packet it receives? Posted: 22 Dec 2020 03:27 AM PST I am currently reading through Practical Packet Analysis. As I understood it, devices communicate with each other using different protocols (i.e. IP, TCP, UDP, etc.). What I don't get, is how can a device infer the protocol of the packet it receives? When I look for example at the IPv4 packet structure there is not one single field named protocol name to indicate that the packet is indeed an IPv4 packet. There is just a version field that will take the value 4, but what if another protocol also has a version field with a value 4? Will the device continue to parse the packet until it is able to infer that it is IPv4? Does a device match a packet with all of the protocols it knows about everytime it receives a packet? submitted by /u/Verredevinrouge [link] [comments]

How to really use selenium to upload a video to youtube? Posted: 21 Dec 2020 06:46 AM PST login works, btw. code: from selenium import webdriver from time import sleep class Google: def __init__(self, username, password): self.driver = webdriver.Chrome('C:\\Users\\0\\Desktop\\chromedriver') self.driver.get('https://stackoverflow.com/users/signup?ssrc=head&returnurl=%2fusers%2fstory%2fcurrent%27') sleep(3) self.driver.find_element_by_xpath('//*[@id="openid-buttons"]/button[1]').click() self.driver.find_element_by_xpath('//input[@type="email"]').send_keys(username) self.driver.find_element_by_xpath('//*[@id="identifierNext"]').click() sleep(3) self.driver.find_element_by_xpath('//input[@type="password"]').send_keys(password) self.driver.find_element_by_xpath('//*[@id="passwordNext"]').click() sleep(2) self.driver.implicitly_wait(5) # Wait up 5 sec before throwing an error if selenium cannot find the element (!important) self.driver.get("https://www.youtube.com/upload") elem = self.driver.find_element_by_xpath("//input[@type='file']") elem.send_keys("C:\\Users\\0\\Downloads\\ty-p.mp4"); sleep(500) username = '' #I put email here password ='' #I put password here Google(username, password) but upload fails result: Processing abandoned The video could not be processed https://ibb.co/QkbFYq8 Why not youtube API? because of annoying limited quota policy submitted by /u/hwpcspr [link] [comments]

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