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 أ��ر 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: