#mlnews #muzero #nerf
Your regularly irregular updates on everything new in the ML world!
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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
/ 1490318575873241091
/ r_phd_thesis_on_neural_differential_equations
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
• Street Fighter III Deep Reinforcement...
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:
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Watch video [ML News] Uber: Deep Learning for ETA | MuZero Video Compression | Block-NeRF | EfficientNet-X online without registration, duration hours minute second in high quality. This video was added by user Yannic Kilcher 18 February 2022, don't forget to share it with your friends and acquaintances, it has been viewed on our site 21,216 once and liked it 641 people.