Digest 2022-05 📌 ML Deep Learning in Neuroimaging - thegradient.pub/the-rol…ing-data Alpa: Automated Model-Parallel Deep Learning - ai.googleblog.com/2022/05…eep.html Rethinking Human-in-the-Loop for Artificial Augmented Intelligence - bair.berkeley.edu/blog/20…the-loop How Should you Protect your Machine Learning Models and IP? - petewarden.com/2022/05…s-and-ip Hiding a photo inside another photo - www.avestura.dev/blog/hi…er-photo Unlocking Zero-Resource Machine Translation to Support New Languages in Google Translate - ai.googleblog.com/2022/05…ate.html Baidu and Pony.ai become first robotaxi services to operate without safety drivers in Beijing - www.theverge.com/2022/4/…ng-china Tackling multiple tasks with a single visual language model - www.deepmind.com/blog/ta…ge-model Lessons From Deploying Deep Learning To Production (it's all about feedback loops) - thegradient.pub/lessons…oduction 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? - digitstodollars.com/2022/05…emis-bag Image-Text Pre-training with Contrastive Captioners - ai.googleblog.com/2022/05…ith.html The Future of Interactive Media — Pipelining StyleGAN3 for Production - medium.com/codex/t…080db2f4 (De)ToxiGen: Leveraging large language models to build more robust hate speech detection tools - www.microsoft.com/en-us/r…on-tools Partnering people with large language models to find and fix bugs in NLP systems - www.microsoft.com/en-us/r…-systems StarGANv2-VC: A Diverse, Unsupervised, Non-parallel Framework for Natural-Sounding Voice Conversion - https://starganv2-vc.github.io/ #digest