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Category:All HeadlinesWorld & GeopoliticsMarkets & EconomyTech & AIPoliticsSearch results for: "Scaling deep learning for" (30 stories)

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Scaling deep learning for material imaging with a pseudo 3D model for domain transfer
Lead StoryNaturetech
Dec 12, 2025

Scaling deep learning for material imaging with a pseudo 3D model for domain transfer

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE8xd2dkZjRPanBLSk1EMXFGcG1RaUpZWmpwcUg4NHA0SUxMeXU0blJTLWt5OXNfcHNRb09oMkRTaUNJU2oxcjJBQjB6NTJtNlVDU19jMURrQ0dhVnpNRkpZ?oc=5" target="_blank">Scaling deep learning for material imaging with a pseudo 3D model for domain transfer</a>  <font color="#6f6f6f">Nature</font>

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Search Results for "Scaling deep learning for"

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29 stories displayed
RISE-net: A deep-learning model for improving fine-scale summer precipitation nowcasting in the Beijing–Tianjin–Hebei region
Wiley & Sonsgeneral

RISE-net: A deep-learning model for improving fine-scale summer precipitation nowcasting in the Beijing–Tianjin–Hebei region

<a href="https://news.google.com/rss/articles/CBMiakFVX3lxTE04ZVkxdU9LSGttV1ZuUzVXMDBsNmZQbmFwUThsTVVxM2ZabzZPODlFWWhlUmdPQ1ZXUFM0TTl1R2xJMFVlbUlSdzh3Z1poTUxNUzI1U0dNN1laSWs2b2Nsd3BHVVl3NUctYlE?oc=5" target="_blank">RISE-net: A deep-learning model for improving fine-scale summer precipitation nowcasting in the Beijing–Tianjin–Hebei region</a>  <font color="#6f6f6f">Wiley & Sons</font>

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Scaling Deep Tabular: 360K Inferences per Second per GPU
NVIDIAgeneral

Scaling Deep Tabular: 360K Inferences per Second per GPU

<a href="https://news.google.com/rss/articles/CBMibEFVX3lxTE5LTnZZaWNXUnJmWkh0WlEwM0pRcXJ0TEozS0FjWGk5dE1JTEMyZHJkWER1TWZ6Tmk1YlFKbzEwVzFEZFV1ay1KNTB5MmJibGFiUVBaYTdHUTh4Z2QyMVNpSWVCNVMzRmlJel9kMg?oc=5" target="_blank">Scaling Deep Tabular: 360K Inferences per Second per GPU</a>  <font color="#6f6f6f">NVIDIA</font>

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Leveraging population-scale proteomic data with deep learning for head and neck cancer detection in saliva
Naturegeneral

Leveraging population-scale proteomic data with deep learning for head and neck cancer detection in saliva

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1sWlZFNU1mMElVd2E2LTdSMkxlekVNeEJXTXpVWEo2eUIxMW5DdGJ2ZVpOMkF5eHVFeGZrNDMtc2Z0S2xsMDJEU0ctVTZPYVJNNmY3UTJJa0lELUJ5Z0dj?oc=5" target="_blank">Leveraging population-scale proteomic data with deep learning for head and neck cancer detection in saliva</a>  <font color="#6f6f6f">Nature</font>

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CaReS-BiNet: A multi-scale deep learning framework for ECG arrhythmia classification
Naturegeneral

CaReS-BiNet: A multi-scale deep learning framework for ECG arrhythmia classification

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5XS0RhODhHcEVtOGFoN0V1VEltZFNHNTVYRHE1TlVqQl9vbDA5NjdqYndLZVJpVVVOMm54SWtwT2J3eFhYS0RCNi0wbk1zX1F4VHBMN1BrV0tkSEY5Y0Jv?oc=5" target="_blank">CaReS-BiNet: A multi-scale deep learning framework for ECG arrhythmia classification</a>  <font color="#6f6f6f">Nature</font>

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Scaling Deep Learning Training with NCCL | NVIDIA Technical Blog
NVIDIA Developertech

Scaling Deep Learning Training with NCCL | NVIDIA Technical Blog

<a href="https://news.google.com/rss/articles/CBMiekFVX3lxTE94MHVOTTdZUnhqUXdQQUNHYmJma2FxNGhnWVd2dHR0U0JXUWY4cTNUaXo1dDY3QTkyd1FzU2ZLc0l6ZWktYldLZnJXV29rRmJIc25BeDJHYm9sdkUwUE5XVFlmNTBsSE5pcXY5RmtpZmxsTVFfNG55clpB?oc=5" target="_blank">Scaling Deep Learning Training with NCCL | NVIDIA Technical Blog</a>  <font color="#6f6f6f">NVIDIA Developer</font>

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Scaling deep learning for materials discovery
Naturegeneral

Scaling deep learning for materials discovery

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBVVDBVTzdRWHFiRzc2NE9MOTJnUmpHNHlCN0xWV1pyWmlqSW54bFk5dHVTa1oxcG1IN1c1QUhGVVlpTUhNSlZ2eDd6OGFVTjhyclhFLUlaRTJsb1U2X1Bz?oc=5" target="_blank">Scaling deep learning for materials discovery</a>  <font color="#6f6f6f">Nature</font>

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Leveraging large scale deep learning models for diagnosis and visual outcome prediction in retinitis pigmentosa
Naturegeneral

Leveraging large scale deep learning models for diagnosis and visual outcome prediction in retinitis pigmentosa

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9jUFBmanpqeVFNc0NFY1dkNVRSbnFwVkFITDUwNEJJUnByejBBbVFnVkd2a3F6S3prV3FBbXpQd1lxV2RraEE0X2M0b1U1bTRMYjVySzRyTG5wTklVRXc0?oc=5" target="_blank">Leveraging large scale deep learning models for diagnosis and visual outcome prediction in retinitis pigmentosa</a>  <font color="#6f6f6f">Nature</font>

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EMG-based hand gesture recognition using multi-scale deep residual network with SE-module
Naturegeneral

EMG-based hand gesture recognition using multi-scale deep residual network with SE-module

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE90OHNNcXhPMUFQdW1uZlQ2aTFhcmJzbVNPckhXc3ZvWmlrQzJ5RG83V0xpaW04cktNbHBpdDlxWDBFQVJkdWZJNTFJRXJObFktNmNOaUZuanJpN19rN1JB?oc=5" target="_blank">EMG-based hand gesture recognition using multi-scale deep residual network with SE-module</a>  <font color="#6f6f6f">Nature</font>

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A deep learning framework for breast cancer diagnosis using Swin Transformer and Dual-Attention Multi-scale Fusion Network
Naturegeneral

A deep learning framework for breast cancer diagnosis using Swin Transformer and Dual-Attention Multi-scale Fusion Network

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1BOXg3QVVLY1VjbWlqdVRMQ1UxTkZQUjNHdTEwVjFzNUN3VUdFdmQ0SlU2MFJ5a0xHMTktaVZmNVRxN1JGTWdxcV9RVlAzMmhqQ3ZUcHpacFlrMGtEVGg0?oc=5" target="_blank">A deep learning framework for breast cancer diagnosis using Swin Transformer and Dual-Attention Multi-scale Fusion Network</a>  <font color="#6f6f6f">Nature</font>

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Reconstructing fine-scale 3D wind fields with terrain-informed machine learning
Naturetech

Reconstructing fine-scale 3D wind fields with terrain-informed machine learning

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9nZUlPUFlDRksyX0tLRms1S2R0UUNZUDJaQ0ZLSnhLTGxqb3RiVHh4ZF9pMUpXeEZmcnBzazE1NndnRVl3dTgxVXg0Nkh2cHp6RXl4dExBWTFZMlVETkVv?oc=5" target="_blank">Reconstructing fine-scale 3D wind fields with terrain-informed machine learning</a>  <font color="#6f6f6f">Nature</font>

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Interpretable machine learning for predicting school absenteeism at-scale in Brazil: evidence from 22,000 schools
Naturegeneral

Interpretable machine learning for predicting school absenteeism at-scale in Brazil: evidence from 22,000 schools

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE15NVBTQjAxNmF6VjhaY2NyazN5QnNWbDlDdjZ4MzZXWGJCXzNpVHZ0dVZGcnhadXNENXM5ajNLZ0lMQXVRdnY5UUF2U1BMcXFJWl9vN2c3c0JfOEhPTnNz?oc=5" target="_blank">Interpretable machine learning for predicting school absenteeism at-scale in Brazil: evidence from 22,000 schools</a>  <font color="#6f6f6f">Nature</font>

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Multi scale deep learning quantifies Ki67 index in breast cancer histopathology images
Naturegeneral

Multi scale deep learning quantifies Ki67 index in breast cancer histopathology images

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBIckJDXzY0UTZ0VDYtRTZ2VnNVc3JvNDNES2EyYVoyeTlObEozWm9RcjNQa1JjemJTTDNJcmg3VW5mSEVueElCWkZlWXBlMmdseFBqY0VUS0NwckNPNHBJ?oc=5" target="_blank">Multi scale deep learning quantifies Ki67 index in breast cancer histopathology images</a>  <font color="#6f6f6f">Nature</font>

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Integration of multi-scale radiomics and deep learning for Ki-67 prediction in clear cell renal carcinoma
Naturegeneral

Integration of multi-scale radiomics and deep learning for Ki-67 prediction in clear cell renal carcinoma

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9vNUUwVm9XR1Z5Ri0yU1BoblNFY0F4NklFZHFMa18tY3Nfd3JmSmhIYWZfbUxkV19sU1dqTjFHYjVCWjY5cDdEdFBnaDdwaHB5SVN2c3lLNTVVZ3JSSlNr?oc=5" target="_blank">Integration of multi-scale radiomics and deep learning for Ki-67 prediction in clear cell renal carcinoma</a>  <font color="#6f6f6f">Nature</font>

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Advancing sleep health equity through deep learning on large-scale nocturnal respiratory signals
Naturescience

Advancing sleep health equity through deep learning on large-scale nocturnal respiratory signals

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1aU1o2R3pGRWFZOHFRSWVzckJKYTVRMTFONW5GSW5icFhiVWNFX2xtSEItOUJTUTZnTlBUV2NrTTgxY19Vc0ctS2o5eFhKakI4RFhSVWhIbU9haEJwRGJ3?oc=5" target="_blank">Advancing sleep health equity through deep learning on large-scale nocturnal respiratory signals</a>  <font color="#6f6f6f">Nature</font>

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Neural scaling of deep chemical models
Naturegeneral

Neural scaling of deep chemical models

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE4xdWhmUkl1UU9DRXZRZHE0QWRPSGJPNFlTcFBGTW1FUlNTc3dNR0owVXROMzNSbEJ3Q1E3MFBXRnhKdXVUZW1leVhEaGZYcndJYjZpb1dUQWZYQjRLU3Jr?oc=5" target="_blank">Neural scaling of deep chemical models</a>  <font color="#6f6f6f">Nature</font>

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DeepCell Kiosk: scaling deep learning–enabled cellular image analysis with Kubernetes
Naturegeneral

DeepCell Kiosk: scaling deep learning–enabled cellular image analysis with Kubernetes

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE15dXpfNmE1VDZBcnBlOFY5OENIanlUeUwyUGFnMlNKdXhSOVZrc0VQem1LQXdRVXZjcmJqTW44WUE0QWZjNUtDVEV0Z3pxb3o1YWJxRFF2WW1oWTl6VVRj?oc=5" target="_blank">DeepCell Kiosk: scaling deep learning–enabled cellular image analysis with Kubernetes</a>  <font color="#6f6f6f">Nature</font>

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Different scaling of linear models and deep learning in UKBiobank brain images versus machine-learning datasets
Naturetech

Different scaling of linear models and deep learning in UKBiobank brain images versus machine-learning datasets

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE12U093RktSc2kteGxLWWItQ2R5bUJnTjVlUnZuRlRsOFpLZUhjOWM2Nmt3cjNpcnBxUXdoLWhCVEVGakZCcFVqRGc2VWczNmN2ak4xa3JHbS1FSGlFckhF?oc=5" target="_blank">Different scaling of linear models and deep learning in UKBiobank brain images versus machine-learning datasets</a>  <font color="#6f6f6f">Nature</font>

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Large-scale deep learning analysis to identify adult patients at risk for combined and common variable immunodeficiencies | Communications Medicine
Natureworld

Large-scale deep learning analysis to identify adult patients at risk for combined and common variable immunodeficiencies | Communications Medicine

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1BanNUcHo1MWVfbkZiUlE5VjhHZm1QS1A0NEpueWN6Q2daUFQtLUR6YWhJaGpxRFpHbHNkbUxaMk1pbDFqZUQteGhORXQxbzc1VUtUWm4yNEdNMFNUdWp3?oc=5" target="_blank">Large-scale deep learning analysis to identify adult patients at risk for combined and common variable immunodeficiencies | Communications Medicine</a>  <font color="#6f6f6f">Nature</font>

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Hardware-aware training for large-scale and diverse deep learning inference workloads using in-memory computing-based accelerators
Naturetech

Hardware-aware training for large-scale and diverse deep learning inference workloads using in-memory computing-based accelerators

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE5VaVFzM015WTRsR1U1aUZnVTFpdkxqR3FWaGtqajlod0ZjWUpfcHFEQkxjZDd4bWhWdWVyR2lpUzZSWHcxQUFvNWl6Z0pFaUFXcHkydzFyMGtkaElnbE9B?oc=5" target="_blank">Hardware-aware training for large-scale and diverse deep learning inference workloads using in-memory computing-based accelerators</a>  <font color="#6f6f6f">Nature</font>

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Avoiding Overfitting, Class Imbalance, & Feature Scaling Issues: The Machine Learning Practitioner's Notebook
KDnuggetsgeneral

Avoiding Overfitting, Class Imbalance, & Feature Scaling Issues: The Machine Learning Practitioner's Notebook

<a href="https://news.google.com/rss/articles/CBMiyAFBVV95cUxOMTVKV1RsbHlwbG5qLUFHN0g2Z0ZNbW5yMW1CUENxR3ludzZ2Q1NjUTNva0pmZDF2UVlUaVl2N3RzOFlLTlZEb3pEaXlYRllmZnFPTG9hUnBjU3FNXzVYYm5MNzE3VThYTG1IRDdEMDlWZWp6bXNTbWxXOGNveGxRMkQxRUR2TTduUnpsZ0NsTnpRRDZZbTAyQ182M1ROUDFOT0pjZ3Zfb1lqNm9wQUZVcFU4SDJEQ090VFpfMzNOOERFakhUYTMwbw?oc=5" target="_blank">Avoiding Overfitting, Class Imbalance, & Feature Scaling Issues: The Machine Learning Practitioner's Notebook</a>  <font color="#6f6f6f">KDnuggets</font>

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Scaling in the service of reasoning & model-based ML
Yoshua bengio.orggeneral

Scaling in the service of reasoning & model-based ML

<a href="https://news.google.com/rss/articles/CBMifkFVX3lxTE9Ud2VPNFhFQ3BQNXFDUnBaVUFFM2ZaUW5OenhtdW9TbThWRHN6M1A1cFp0bUs1Y1lUaW40cHBnM1pSZVJLWmhoeTQzSmFubU9tU2o2d3R1WjNwODhta1BqN3QyNVJ3aHZkdFEzd1lCdGw5NTlfbDV0TGNnUUZEQQ?oc=5" target="_blank">Scaling in the service of reasoning & model-based ML</a>  <font color="#6f6f6f">Yoshua bengio.org</font>

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Deep learning tight-binding approach for large-scale electronic simulations at finite temperatures with ab initio accuracy
Naturegeneral

Deep learning tight-binding approach for large-scale electronic simulations at finite temperatures with ab initio accuracy

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1GVGhObjJiWHpqY240dXlSZDA2T0F0a1NpVVB6Mlc3dm5mQWxHS2JpWGJTMTJUdUhiVzlSRlNnWWEzU3JSdjBWa3RscHp5eTduOFNvSU1yXzZQT1FBQzA0?oc=5" target="_blank">Deep learning tight-binding approach for large-scale electronic simulations at finite temperatures with ab initio accuracy</a>  <font color="#6f6f6f">Nature</font>

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Power-law scaling to assist with key challenges in artificial intelligence - Scientific Reports
Naturegeneral

Power-law scaling to assist with key challenges in artificial intelligence - Scientific Reports

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE1tV3pqbHZuRFE3eklySmdTQWVlQzN3Z2M3bTNvUXlObHdBWG1JSm40WjFfY3ZEVUVPRzNPZ184OGgzektFb0E2QlBNTS1KS3I4RHlmbmlZaTlpYmJJc0g0?oc=5" target="_blank">Power-law scaling to assist with key challenges in artificial intelligence - Scientific Reports</a>  <font color="#6f6f6f">Nature</font>

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How (Not) To Scale Deep Learning in 6 Easy Steps
Databricksgeneral

How (Not) To Scale Deep Learning in 6 Easy Steps

<a href="https://news.google.com/rss/articles/CBMimgFBVV95cUxNUjF0YXJaOTNkZ3VHT3VSRWJlSWUxUnh2aW9WSV9LTGJfeTRHZnhlRzdlcXdMcjVvekRIaEFPTHhXTUR3RDVxU0VKaGtpcDNQblBfbFdZYnROcmhtMkZWODdxcHZwaDlzNzlDUmRSTWVVODVnNUlHVFZKYktwQzhNMzVVQWFjbndqRHVSZGNtNEpKeWJaMGhfZ3N3?oc=5" target="_blank">How (Not) To Scale Deep Learning in 6 Easy Steps</a>  <font color="#6f6f6f">Databricks</font>

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DeepMind's GNoME Discovers New Materials
Substackgeneral

DeepMind's GNoME Discovers New Materials

<a href="https://news.google.com/rss/articles/CBMiggFBVV95cUxPbnhXdXJjVjd1aldsMEVDWnN3UTZyWkdfRkN2aWFnMWxHVXRBS2RIOGZkekZSMTlQcDF4S1dIRXhBcm9tZmJhQWg5cmFuZXhQRmtNQzdybW9OMXRsZnRGMkl3VXRSZ3pZbVdLZjJkd19feTNNQ0JOSFZtU1o5aEpfdkZR?oc=5" target="_blank">DeepMind's GNoME Discovers New Materials</a>  <font color="#6f6f6f">Substack</font>

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Improving deep learning performance for predicting large-scale geological
Naturegeneral

Improving deep learning performance for predicting large-scale geological

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTFBYazJpLV9MNFN1R29kN29QRWFaRkJzNjROM1Rua1lzZ2VQbTRDZEstYVpzcnppQS1QTUU4Rnd6SGE2UEpQbVJveU9LNnU5RWx3eE8wOXlWY013LXQ3TDhF?oc=5" target="_blank">Improving deep learning performance for predicting large-scale geological</a>  <font color="#6f6f6f">Nature</font>

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Share Your Science: Scaling Deep Learning with GPUs | NVIDIA Technical Blog
NVIDIA Developertech

Share Your Science: Scaling Deep Learning with GPUs | NVIDIA Technical Blog

<a href="https://news.google.com/rss/articles/CBMijgFBVV95cUxQYW11U2NVTlE1eDUzbkg0QUYxNVZoV0duWmdhdjNiNjZvYnJfTFRKLUJUc3hoZUtjbU9zSjJKY2tzWlNyYmx0LWNMUHlCeTUzNF96T2dmR1MyaElpZ2g1TUhHREJrdWJuVUVZVHRKWmhRZk1sY1N5Ry1rMmtBM3daTHptUXRwMFd3UDVIeVp3?oc=5" target="_blank">Share Your Science: Scaling Deep Learning with GPUs | NVIDIA Technical Blog</a>  <font color="#6f6f6f">NVIDIA Developer</font>

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Deep learning large-scale drug discovery and repurposing
Naturegeneral

Deep learning large-scale drug discovery and repurposing

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE0tZi15bS1GQWRFdlMwUk1xdDJYNjh3ZG5nTkRzZWRzc0FQcFJFclI3OUZHM1VVUGQ5VFZrbXB1bmR3eklHa0ZfQTVlOGFVYVZ2TUh3Z0lha0Zpa2xQODc4?oc=5" target="_blank">Deep learning large-scale drug discovery and repurposing</a>  <font color="#6f6f6f">Nature</font>

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A large-scale dataset for training deep learning segmentation and tracking of extreme weather
Naturetech

A large-scale dataset for training deep learning segmentation and tracking of extreme weather

<a href="https://news.google.com/rss/articles/CBMiX0FVX3lxTE9GSFNCYW9ZZ19JdVlWSGs1dDQ1R2YzQnYzWkNQNHp5amZRWXhJaDVBeTk3ZWQyOWs2Mmh1bG8yVjI3aU84ZnFJamhUc2trVXJNMXNLNEh1Vko3M0w1UWhj?oc=5" target="_blank">A large-scale dataset for training deep learning segmentation and tracking of extreme weather</a>  <font color="#6f6f6f">Nature</font>

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