Hi everyone👋Welcome to JOURNAL CLUB!📚
@GDavidTilman will be online for the next hour to answer your questions.
In case you missed it: listen to the podcast 👇& then ask Dave your Qs on Twitter!
TAG: #JEcolJournalClub
https://t.co/Au3z6yHUUz
Still using cross-entropy loss or focal loss? Now you have a better choice: PolyLoss
Our ICLR’22 paper shows: with one line of magic code, Polyloss improves all image classification, detection, and segmentation tasks, sometimes by a large margin.
Arixv: https://t.co/jsmX4r7gaD
Our ICLR paper: can recent post hoc explanation approaches help you detect a model's reliance on a spurious signal you didn't know ahead of time? Not likely. See: https://t.co/5xhQ3fEzyY
Inscrivez-vous dès maintenant à "Quelles sont les applications des données spatiales européennes dans l'agriculture et les transports en Algérie ?", prochain webinaire #GlobalAction !
📆31.03
➡️ https://t.co/SWMIM9EDHu
The paper that launched @ClimateChangeAI is now published in all its peer-reviewed glory!
Read the final version of “Tackling Climate Change With Machine Learning”: https://t.co/YWWYvpyDEa
And as always, join us at https://t.co/UmXfmGUoHG for upcoming events, info & resources!
طلعت كل القصة أننا مش "متحضرين" كفاية، مش "بيض" كفاية، عيوننا مش "زرق وخضر" كفاية. وإلا فطبعاً مقاومة الغزو والاحتلال حق مشروع، ونزول الناس للشارع بالسلاح أمر محمود ويستحق الإعجاب، والعقوبات على الجهة المعتدية شيء منطقي.
آخ بس لو كنا من لون تاني..
كان صرنا أبطال مش إرهابيين
How do differences in species composition between sites, β-diversity, change in habitats ordered along environmental gradients and how do such changes vary with species relative abundances? 🪲🌲
https://t.co/BIdrLPnB9D
🤗 News up on the blog:
(1) we welcome our new DLC Community Manager 🪐🐘
(2) we have a new blog on @Medium 🎉
(3) a new blog post on AI for Wildlife Conservation, how can tools like #MegaDetector & #DeepLabCut help? 🐆💻🛰
https://t.co/YgQcD9z9n4
In our @NatureComms paper, out today, we highlight existing success stories and opportunities across data modalities for development of novel #CVML methods and systems that can help protect global wildlife in the face of climate change and habitat loss.
https://t.co/233UMZAWXV
☝️ Our previous #webinars have shown you how to best use our APIs & tools. This time we'll focus on use cases, specifically on how to leverage #SentinelHub ➕ #MachineLearning to develop modern #agriculture#monitoring applications. 😎 Register now & join us live this Thursday.
🚨 Canicules extrêmes, submersion des villes littorales : un nouveau rapport du #GIEC encore plus sec
Les pertes dues à la sécheresse augmenteront les prix et pourraient aggraver les conflits. La concurrence pour les ressources va s’aggraver. ⬇️ https://t.co/mQrBdcd2IZ
🌎 Can you hear the call ? If like us at the BNP Paribas Foundation you can hear it, #AnswertheCall. Researchers, apply now for the #ClimateBiodiversity Initiative on https://t.co/W1iAhnsEao
La nature est en déclin. 🌿
L'évaluation mondiale de l'@IPBES révèle que les #EspècesExotiquesEnvahissantes sont l'un des facteurs directs ayant le plus grand impact mondial.
👉https://t.co/Q5SORFfRrB #GlobalAssessment
Planning to present at #ESA2022? Abstracts for contributed posters and talks are due Thursday, March 3, at 5PM EST (2PM Pacific). We hope you will join us this year!
For more info, including submission guidelines: https://t.co/oCznvWib2R
Submission form: https://t.co/oe04XX3BrG
You should always work on improving your model evaluation skills.
Model evaluation is the worst taught skill in machine learning, and I believe the best way of improving is through practice.
But, this paper from @rasbt is by far my favorite single written resource: