2022-06-01 13:21:37
Digest 2022-05
ML
Deep Learning in Neuroimaging - https://thegradient.pub/the-role-of-deep-learning-in-understanding-neuroimaging-data/
Alpa: Automated Model-Parallel Deep Learning - https://ai.googleblog.com/2022/05/alpa-automated-model-parallel-deep.html
Rethinking Human-in-the-Loop for Artificial Augmented Intelligence - https://bair.berkeley.edu/blog/2022/05/03/human-in-the-loop/
How Should you Protect your Machine Learning Models and IP? - https://petewarden.com/2022/05/08/how-should-you-protect-your-machine-learning-models-and-ip/
Hiding a photo inside another photo - https://www.avestura.dev/blog/hide-a-photo-inside-another-photo
Unlocking Zero-Resource Machine Translation to Support New
Languages in Google Translate - https://ai.googleblog.com/2022/05/24-new-languages-google-translate.html
Baidu and Pony.ai become first robotaxi services to operate without safety drivers in Beijing - https://www.theverge.com/2022/4/30/23050493/baidu-pony-ai-first-robotaxi-services-operate-without-safety-drivers-beijing-china
Tackling multiple tasks with a single visual language model - https://www.deepmind.com/blog/tackling-multiple-tasks-with-a-single-visual-language-model
Lessons From Deploying Deep Learning To Production (it's all about feedback loops) - https://thegradient.pub/lessons-from-deploying-deep-learning-to-production/
OPT: Open Pre-trained Transformer Language Models - http://arxiv.org/abs/2205.01068
- Talk about gatekeeping: access will be granted to academic researchers; those affiliated with organizations in government, civil society, and academia; and those in industry re- search laboratories
- OPT-175B on 992 80GB A100 GPUs (1/7th the carbon footprint of GPT-3)
WHO WILL END UP HOLDING THE SEMIS BAG? - https://digitstodollars.com/2022/05/18/who-will-end-up-holding-the-semis-bag/
Image-Text Pre-training with Contrastive Captioners - https://ai.googleblog.com/2022/05/image-text-pre-training-with.html
The Future of Interactive Media — Pipelining StyleGAN3 for Production - https://medium.com/codex/the-future-of-interactive-media-pipelining-stylegan3-for-production-636c080db2f4
(De)ToxiGen: Leveraging large language models to build more robust hate speech detection tools - https://www.microsoft.com/en-us/research/blog/detoxigen-leveraging-large-language-models-to-build-more-robust-hate-speech-detection-tools/
Partnering people with large language models to find and fix bugs in NLP systems - https://www.microsoft.com/en-us/research/blog/partnering-people-with-large-language-models-to-find-and-fix-bugs-in-nlp-systems/
StarGANv2-VC: A Diverse, Unsupervised, Non-parallel Framework for Natural-Sounding Voice Conversion - https://starganv2-vc.github.io/
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