{"id":42,"date":"2023-09-30T20:51:54","date_gmt":"2023-09-30T19:51:54","guid":{"rendered":"https:\/\/weather4cast.net\/neurips2023\/?page_id=42"},"modified":"2024-03-18T15:45:47","modified_gmt":"2024-03-18T15:45:47","slug":"weather4cast-2023","status":"publish","type":"page","link":"https:\/\/weather4cast.net\/neurips2023\/","title":{"rendered":"Weather4cast 2023"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"42\" class=\"elementor elementor-42\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-43989e3 e-flex e-con-boxed e-con e-parent\" data-id=\"43989e3\" data-element_type=\"container\" data-settings=\"{&quot;position&quot;:&quot;absolute&quot;,&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c9fb642 elementor-widget elementor-widget-heading\" data-id=\"c9fb642\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.16.0 - 20-09-2023 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\"><span style=\"opacity:0.9;\"\">Weather4cast 2023<\/span><div><span style=\"font-size: 0.75em; opacity:0.8;\">Super-Resolution Rain Movie Prediction under Spatio-temporal Shifts<\/span><\/div><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-01c21d1 elementor-widget elementor-widget-text-editor\" data-id=\"01c21d1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.16.0 - 20-09-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<ul><li>Predict Super-Resolution Rain Movies<\/li><li>Prove Transfer Learning across Space and Time under Strong Shifts<\/li><li>Exploit Data Fusion to model Ground Radar and multi-band Satellite Images<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-586fd5b e-con-full e-flex e-con e-child\" data-id=\"586fd5b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-83d7b43 e-flex e-con-boxed e-con e-child\" data-id=\"83d7b43\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7366a4d elementor-widget elementor-widget-button\" data-id=\"7366a4d\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/weather4cast.net\/neurips2023\/challenge\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">CHALLENGE<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a13d6e0 elementor-widget elementor-widget-button\" data-id=\"a13d6e0\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/weather4cast.net\/neurips2023\/organizing-committee\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">ORGANIZING COMMITTEE<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6f228a2 e-flex e-con-boxed e-con e-child\" data-id=\"6f228a2\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0b136bf elementor-widget elementor-widget-button\" data-id=\"0b136bf\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/weather4cast.net\/neurips2023\/get-the-data\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon elementor-align-icon-right\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-download\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t<span class=\"elementor-button-text\">GET THE DATA<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9a5c2c7 stax-condition-yes stax-user_role_enabled-yes xoo-el-login-tgr elementor-widget elementor-widget-button\" data-id=\"9a5c2c7\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-size-sm\" role=\"button\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-text\">JOIN THE COMPETITION<\/span>\n\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cdb013e frontpage_image e-flex e-con-boxed e-con e-parent\" data-id=\"cdb013e\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1738476 e-flex e-con-boxed e-con e-parent\" data-id=\"1738476\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b26db19 elementor-widget elementor-widget-text-editor\" data-id=\"b26db19\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The Weather4cast competition presented at NeurIPS 2023 focuses on topics of high impact and practical value for our society &#8211; predicting future weather and changes of our environment. Unusual weather is increasing all over the world, reflecting ongoing climate change, and affecting communities in agriculture, transport, public health and safety, <em>etc<\/em>.<\/p><p>Can you predict future rain patterns with modern machine learning algorithms? Apply spatio-temporal modelling to complex dynamic systems! Get access to unique large-scale data and demonstrate temporal and spatial transfer learning under strong distributional shifts! We provide a super-resolution challenge of high relevance to forecasting unusual local events, where you need to predict future weather as measured by ground-based hi-res rain radar weather stations. Exploit data fusion of high-resolution rain radar maps movies combined, large-scale multi-band satellite images, and static information like topology!<\/p><p><strong style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; text-align: var(--text-align); background-color: var(--wp--preset--color--base); font-size: 15.5087px;\">Winning models will advance key areas of methods research in machine learning, of relevance beyond the application domain. The authors of competitive submissions will be invited to present at the <em><a href=\"https:\/\/nips.cc\/\">NeurIPS<\/a> <a href=\"https:\/\/neurips.cc\/Conferences\/2023\/CompetitionTrack\">Competition Track<\/a><\/em> (virtual) and contribute to a joint article in the <em>NeurIPS Datasets and Benchmark Proceedings.<\/em><\/strong><\/p><p>This year, besides data fusion, super-resolution, and generalization performance, we move from classification to zero-inflated regression. The 2023 challenge is to predict quantitative hi-res rain radar movies from lo-res multi-channel spectral satellite images in a highly unbalanced data scenario.<\/p><p><i><a href=\"https:\/\/weather4cast.net\/neurips2023\/forums\/\"><b>Sign up<\/b><\/a> to the forums to stay in the loop! <\/i><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-025da95 elementor-widget elementor-widget-heading\" data-id=\"025da95\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Competition Winners<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9594800 elementor-widget elementor-widget-text-editor\" data-id=\"9594800\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>We are happy to announce the Winners of the Weather4cast 2023 Competition !<\/p><p><span style=\"color: #333399;\"><strong>CORE LEADERBOARD<\/strong><\/span><\/p><p>1st place: \u00a0 <strong>team<\/strong> <strong>ALI_BDIL:<\/strong>\u00a0 Xinzhe Li, Rui Sun, Yiming Niu, Yao Liu, <em>Alibaba Cloud<\/em>, <em>China<\/em><br \/>2nd place: <strong>team FIT-CTU:<\/strong> Ji\u02c7r\u00ed Pihrt, Petr \u0160im\u00e1nek, <em>Czech Technical University in Prague, Czech Republic <\/em><strong><br \/><\/strong>3rd place<strong>: team SandD: <\/strong>Lu Han, Xu-Yang Chen, Han-Jia Ye, De-Chuan Zhan, <em>Nanjing University, China<\/em><\/p><p>\u00a0<\/p><p><span style=\"color: #800080;\"><strong>NOWCASTING LEADERBOARD<\/strong><\/span><\/p><p>1st place:\u00a0 <strong>team<\/strong> <strong>ALI_BDIL<\/strong>: Xinzhe Li, Rui Sun, Yiming Niu, Yao Liu, <em>Alibaba Cloud<\/em>, <em>China<\/em><strong><br \/><\/strong>2nd place:<strong> team SandD<\/strong>: <strong>Lu Han, Xu-Yang Chen, Han-Jia Ye, De-Chuan Zhan, <\/strong><em>Nanjing University, China<\/em><strong><br \/><\/strong>3rd place:<strong> team enrflo<\/strong>: Ajitabh Kumar, <em>India<\/em><strong><br \/><\/strong><\/p><p><span style=\"color: #cc99ff;\"><strong>TRANSFER LEARNING LEADERBOARD<\/strong><\/span><\/p><p>1st place:\u00a0 <strong>team SandD:<\/strong> Lu Han, Xu-Yang Chen, Han-Jia Ye, De-Chuan Zhan, <em>Nanjing University, China<\/em><strong><em><br \/><\/em><\/strong>2nd place:<strong> team ALI_BDIL<\/strong>: Xinzhe Li, Rui Sun, Yiming Niu, Yao Liu, <em>Alibaba Cloud<\/em>, <em>China<\/em><br \/>3rd place:<strong> team enrflo<\/strong>: Ajitabh Kumar, <em>India<\/em><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-dc25356 e-flex e-con-boxed e-con e-parent\" data-id=\"dc25356\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dc63203 elementor-widget elementor-widget-spacer\" data-id=\"dc63203\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.16.0 - 20-09-2023 *\/\n.elementor-column .elementor-spacer-inner{height:var(--spacer-size)}.e-con{--container-widget-width:100%}.e-con-inner>.elementor-widget-spacer,.e-con>.elementor-widget-spacer{width:var(--container-widget-width,var(--spacer-size));--align-self:var(--container-widget-align-self,initial);--flex-shrink:0}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container,.e-con>.elementor-widget-spacer>.elementor-widget-container{height:100%;width:100%}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer,.e-con>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer{height:100%}.e-con-inner>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer>.elementor-spacer-inner,.e-con>.elementor-widget-spacer>.elementor-widget-container>.elementor-spacer>.elementor-spacer-inner{height:var(--container-widget-height,var(--spacer-size))}.e-con-inner>.elementor-widget-spacer.elementor-widget-empty,.e-con>.elementor-widget-spacer.elementor-widget-empty{position:relative;min-height:22px;min-width:22px}.e-con-inner>.elementor-widget-spacer.elementor-widget-empty .elementor-widget-empty-icon,.e-con>.elementor-widget-spacer.elementor-widget-empty .elementor-widget-empty-icon{position:absolute;top:0;bottom:0;left:0;right:0;margin:auto;padding:0;width:22px;height:22px}<\/style>\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1ecad00 e-flex e-con-boxed e-con e-parent\" data-id=\"1ecad00\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-98aec20 elementor-widget elementor-widget-heading\" data-id=\"98aec20\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Weather4cast session at NeurIPS 2023<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-30aa44e e-flex e-con-boxed e-con e-parent\" data-id=\"30aa44e\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-eee1ed9 elementor-widget elementor-widget-text-editor\" data-id=\"eee1ed9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>The Weather4cast Competition session will take place virtually on <strong>December 15th at the NeurIPS 2023 Conference<\/strong>. Please note that the time below is in the New Orleans time zone (CST &#8211; Central Standard Timezone).<\/p><p><a href=\"https:\/\/neurips.cc\/virtual\/2023\/competition\/66592\">Link to the Weatehr4cast virtual Competition at NeurIPS 2023<\/a><\/p><p>9:00 &#8211; <em>Introduction<\/em> &#8211; David Kreil<\/p><p>9:05 &#8211;<em> Current Challenges and ML Approaches for Earth Observations and Earth Sciences<\/em> &#8211; Bertrand Le Saux, European Space Agency, Italy<\/p><p>9:35 &#8211; <em>An Overview of Metrics Used for Weather Nowcasting<\/em>\u00a0 &#8211; Federico Serva, Institute of Marine Sciences (CNR-ISMAR), Italy<\/p><p>9:55 &#8211; <em>Dataset Description<\/em> &#8211; Aleksandra Gruca, Silesan University of Technology, Poland<\/p><p>10:05 &#8211;\u00a0<em> Precipitation Prediction Using an Ensemble of Lightweight Learners<a href=\"https:\/\/drive.google.com\/file\/d\/1A0NLfZOQz7oAT9oKo6Q4fIyottC2X2Rg\/view?usp=drive_link\">, <\/a><a href=\"https:\/\/arxiv.org\/abs\/2401.09424\">arXiv:2401.09424<\/a><a href=\"https:\/\/drive.google.com\/file\/d\/1A0NLfZOQz7oAT9oKo6Q4fIyottC2X2Rg\/view?usp=drive_link\">\u00a0<\/a><\/em> &#8211; Team ALI_BIDL &#8211; <strong>Winners of the Core and Nowcasting Leaderboards<\/strong><\/p><p>10:25 &#8211; <em>Learning Robust Precipitation Forecaster by Temporal Frame Interpolation and Multi-Level Dice Loss,<\/em> <a href=\"https:\/\/arxiv.org\/abs\/2311.18341\">a<em>rXiv:2311.18341<\/em><\/a> &#8211; Team SandD &#8211; <strong>Winners of the Transfer Learning Leaderboard<\/strong><\/p><p>10:45 &#8211;\u00a0 <em>RainAI &#8211; Precipitation Nowcasting from Satellite Data, <a href=\"https:\/\/arxiv.org\/abs\/2311.18398\">arXiv:2311.18398<\/a> <\/em>&#8211; Team rainai<\/p><p>11:05 &#8211; <em>PAUNet: Precipitation Attention-based U-Net for rain prediction from satellite radiance data, <a href=\"https:\/\/arxiv.org\/abs\/2311.18306\">arXiv:2311.18306<\/a><\/em>\u00a0 &#8211; Team CFG<\/p><p>11:25 &#8211;<em><span data-sheets-root=\"1\" data-sheets-value=\"{&quot;1&quot;:2,&quot;2&quot;:&quot;Skilful Precipitation Nowcasting Using NowcastNet&quot;}\" data-sheets-userformat=\"{&quot;2&quot;:513,&quot;3&quot;:{&quot;1&quot;:0},&quot;12&quot;:0}\">Skilful Precipitation Nowcasting Using NowcastNet<\/span>, <a href=\"https:\/\/arxiv.org\/abs\/2311.17961\">arXiv:2311.17961<\/a> <\/em>&#8211; Team enrflo<\/p><p>11:30 &#8211; <em>Precipitation Nowcasting With Spatial and Temporal Transfer Learning Using Swin-UNETR,\u00a0<a href=\"https:\/\/arxiv.org\/abs\/2312.00258\"> arXiv:2312.00258<\/a><\/em> &#8211; Team enrflo_t2<\/p><p>11:35 &#8211; <em>Efficient Baseline for Quantitative Precipitation Forecasting in Weather4cast 2023, <a href=\"https:\/\/arxiv.org\/abs\/2311.18806\">arXiv:2311.18806<\/a> <\/em>&#8211; team Akpun<\/p><p>11:40 &#8211; <em>Stochastic Atmosphere Posing New Challenges to AI\/ML Nowcasting<\/em> &#8211; Xavier Calbet, Spanish Meteorological Agency (AEMET), Spain<\/p><p>12:10 &#8211; <em>Award Ceremony<\/em><\/p><p>12:15 &#8211; <em>Closing Remarks<\/em><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f299e42 e-flex e-con-boxed e-con e-parent\" data-id=\"f299e42\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-275e256 elementor-widget elementor-widget-spacer\" data-id=\"275e256\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-613c59f e-flex e-con-boxed e-con e-parent\" data-id=\"613c59f\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c9bb540 elementor-widget elementor-widget-text-editor\" data-id=\"c9bb540\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"text-decoration: underline;\"><strong>Competition timeline:<\/strong><\/span><\/p><p>8 Oct.\u00a0 &#8211; Dataset release\u00a0 &amp;\u00a0 Start of competition announcement<br \/><strong><br \/><\/strong><strong>8 Oct. &#8211; 26 Nov. &#8211; main competition<\/strong><\/p><p><b>26 Nov. (midnight <a href=\"https:\/\/en.wikipedia.org\/wiki\/Anywhere_on_Earth\">AoE)<\/a>\u00a0&#8211; Competition submission deadline<\/b>.\u00a0 <del datetime=\"2023-11-22T13:51:43+00:00\">Short scientific papers (4-8 pages + references) need to be on arXiv.org and code &amp; parameters on GitHub.com by then!<\/del><\/p><p><b>29 Nov. (midnight <a href=\"https:\/\/en.wikipedia.org\/wiki\/Anywhere_on_Earth\">AoE) &#8211; <\/a><\/b>Short scientific papers (4-8 pages + references) need to be on arXiv.org and code &amp; parameters on GitHub.com by then!<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7bcde0e e-flex e-con-boxed e-con e-parent\" data-id=\"7bcde0e\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Weather4cast 2023Super-Resolution Rain Movie Prediction under Spatio-temporal Shifts Predict Super-Resolution Rain Movies Prove Transfer Learning across Space and Time under Strong Shifts Exploit Data Fusion to model Ground Radar and multi-band Satellite Images CHALLENGE ORGANIZING COMMITTEE GET THE DATA FORUMS The Weather4cast competition presented at NeurIPS 2023 focuses on topics of high impact and practical [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"blank","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/weather4cast.net\/neurips2023\/wp-json\/wp\/v2\/pages\/42"}],"collection":[{"href":"https:\/\/weather4cast.net\/neurips2023\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/weather4cast.net\/neurips2023\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/weather4cast.net\/neurips2023\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/weather4cast.net\/neurips2023\/wp-json\/wp\/v2\/comments?post=42"}],"version-history":[{"count":328,"href":"https:\/\/weather4cast.net\/neurips2023\/wp-json\/wp\/v2\/pages\/42\/revisions"}],"predecessor-version":[{"id":3725,"href":"https:\/\/weather4cast.net\/neurips2023\/wp-json\/wp\/v2\/pages\/42\/revisions\/3725"}],"wp:attachment":[{"href":"https:\/\/weather4cast.net\/neurips2023\/wp-json\/wp\/v2\/media?parent=42"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}