[ML News] Uber: Deep Learning for ETA | MuZero Video Compression | Block-NeRF | EfficientNet-X

#mlnews #muzero #nerf Your regularly irregular updates on everything new in the ML world! Merch: store.ykilcher.com OUTLINE: 0:00 - Intro 0:15 - Sponsor: Weights & Biases 2:15 - Uber switches from XGBoost to Deep Learning for ETA prediction 5:45 - MuZero advances video compression 10:10 - Learned Soft Prompts can steer large language models 12:45 - Block-NeRF captures entire city blocks 14:15 - Neural Architecture Search considers underlying hardware 16:50 - Mega-Blog on Self-Organizing Agents 18:40 - Know Your Data (for Tensorflow Datasets) 20:30 - Helpful Things Sponsor: Weights & Biases https://wandb.me/yannic References: https://docs.wandb.ai/guides/integrat... https://colab.research.google.com/git... https://wandb.ai/borisd13/GPT-3/repor... Uber switches from XGBoost to Deep Learning for ETA prediction https://eng.uber.com/deepeta-how-uber... MuZero advances video compression https://deepmind.com/blog/article/MuZ... https://storage.googleapis.com/deepmi... Learned Soft Prompts can steer large language models https://ai.googleblog.com/2022/02/gui... https://aclanthology.org/2021.emnlp-m... Block-NeRF captures entire city blocks https://arxiv.org/abs/2202.05263 https://arxiv.org/pdf/2202.05263.pdf https://waymo.com/intl/zh-cn/research... Neural Architecture Search considers underlying hardware https://ai.googleblog.com/2022/02/unl... https://openaccess.thecvf.com/content... Mega-Blog on Self-Organizing Agents https://developmentalsystems.org/sens... https://flowers.inria.fr/ Know Your Data (for Tensorflow Datasets) https://knowyourdata-tfds.withgoogle.... https://knowyourdata.withgoogle.com/ Helpful Things https://twitter.com/casualganpapers/s... https://www.reddit.com/r/MachineLearn... https://arxiv.org/abs/2202.02435 https://github.com/vicariousinc/PGMax https://www.vicarious.com/posts/pgmax... https://diambra.ai/tournaments https://github.com/diambra/diambraArena https://www.youtube.com/watch?v=dw72P... https://gitlab.com/deepcypher/python-... https://python-fhez.readthedocs.io/en... https://joss.theoj.org/papers/10.2110... https://github.com/PyTorchLightning/m... https://torchmetrics.readthedocs.io/e... https://twitter.com/alanyttian/status... https://github.com/google/evojax https://arxiv.org/abs/2202.05008 https://www.reddit.com/r/MachineLearn... https://www.gymlibrary.ml/pages/api/#... Links: TabNine Code Completion (Referral): http://bit.ly/tabnine-yannick YouTube: https://www.youtube.com/c/yannickilcher Twitter: https://twitter.com/ykilcher Discord: https://discord.gg/4H8xxDF BitChute: https://www.bitchute.com/channel/yann... LinkedIn: https://www.linkedin.com/in/ykilcher BiliBili: https://space.bilibili.com/2017636191 If you want to support me, the best thing to do is to share out the content :) If you want to support me financially (completely optional and voluntary, but a lot of people have asked for this): SubscribeStar: https://www.subscribestar.com/yannick... Patreon: https://www.patreon.com/yannickilcher Bitcoin (BTC): bc1q49lsw3q325tr58ygf8sudx2dqfguclvngvy2cq Ethereum (ETH): 0x7ad3513E3B8f66799f507Aa7874b1B0eBC7F85e2 Litecoin (LTC): LQW2TRyKYetVC8WjFkhpPhtpbDM4Vw7r9m Monero (XMR): 4ACL8AGrEo5hAir8A9CeVrW8pEauWvnp1WnSDZxW7tziCDLhZAGsgzhRQABDnFy8yuM9fWJDviJPHKRjV4FWt19CJZN9D4n