Top news of the week: 16.04.2020.
Learning, Machine learning, Data analysis, Language model, Weak hypercharge, Satellite imagery
Research
Curious about how to advance & apply deep generative models in an era of large-scale pre-training? Learn from three new projects—Optimus for language modeling, FQ-GAN for image generation, and Prevalent for vision-language navigation—led by @ChunyuanLi: https://t.co/WTrq3csmhT
OpenMicrosoft Research Blog
Optimus, FQ-GAN, and Prevalent are research projects that make advances in 3 areas of deep generative models on a large scale. Learn how these researchers are propelling natural language ...
![[D] Exploring Open-Ended Algorithms: POET (video podcast)](https://external-preview.redd.it/-b2WbWh90XqdBPNNKcjTuRUQHNwUDbawOI_xg_ZRIlM.jpg?auto=webp&s=6eb31cb8be58adbfad2c150625a6836fc14f4134)
if you'd like to know more about what it is that @20treeAI does:
- fighting deforestation 🌲with AI: https://t.co/RKiNjER4IK
- supporting efforts against forest fires 🔥: https://t.co/domjRA1ghu
- helping to understand urban green environments 💚: https://t.co/d4pC1D9A8U
OpenHow can machine learning help to feed 9.8 billion people in 2050?
Forests turn into agriculture due to rising demand for food. How can machine learning help to save forests and increase food production?
RT @nvidia: We’ve landed No. 1 on the @InsideBigData IMPACT 50 list for our work with NVIDIA DGX and @RAPIDSAI to push forward #datascience, the most important HPC application of our time: https://t.co/iB6NyQ7FYZ https://t.co/43uZDIE15c
OpenThe insideBIGDATA IMPACT 50 List for Q2 2020
The team here at insideBIGDATA is deeply entrenched in following the big data ecosystem of companies from around the globe. We’re in close contact with most of the firms making waves in the ...
How we live and work increasingly involves digital images. Explore how researchers are working to develop automated image captioning systems that can help those who are blind or with low vision take advantage of these resources in more meaningful ways: https://t.co/aqxyTT2Ejh
OpenAI-Driven Image Captioning For Inclusive Productivity
Advances in hybrid intelligence, deep learning, and related artificial intelligence techniques have provided us with a remarkable opportunity to ensure the future of work will be even more ...
and finally an in-depth interview with one of our data-scientists, Rochelle (by @taIuIIa): https://t.co/4udvpiJQb7
Keen to know more? Send me a DM/mail, or reach out from our website https://t.co/aaR3AasPfu 👋
Open20tree.ai
We are on a mission to achieve a more sustainable planet. 20tree.ai uses data and algorithms to monitor natural ecosystems…
@primeshpinto There are some instructions here: https://t.co/5hZmmh4ezM
We're still trying to sort out some accuracy issues with quantization, but hopefully it should be enough to get started
Opentensorflow/tensorflow/lite/micro/examples/person_detection_experimental/training_a_model.md
An Open Source Machine Learning Framework for Everyone - tensorflow/tensorflow
@dennybritz @mlpowered @ArtirKel I wrote "Yes you should understand backprop" on this topic https://t.co/laCKNvva0W I find that people who didn't go through the exercise will inevitably make errors when they stray off the beaten path, e.g. especially ones that look like the "DQN Clipping" bug. Subtle.
OpenYes you should understand backprop
When we offered CS231n (Deep Learning class) at Stanford, we intentionally designed the programming assignments to include explicit…