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Reposted by Francisco Mena

Francisco Mena @fmenat.bsky.social · 14/08/2026

Co-learning can be boosted to handle missing modalities in multi-modal classification! We present our latest findings in this work accepted at the Discovery Science conference

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Francisco Mena @fmenat.bsky.social · 14/08/2026

Co-learning can be boosted to handle missing modalities in multi-modal classification! We present our latest findings in this work accepted at the Discovery Science conference

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Reposted by Francisco Mena

arxiv cs.CV @arxiv-cs-cv.bsky.social · 23/10/2025

Francisco Mena, Dino Ienco, Cassio F. Dantas, Roberto Interdonato, Andreas Dengel Multi-modal Co-learning for Earth Observation: Enhancing single-modality models via modality collaboration arxiv.org/abs/2510.19579

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Reposted by Francisco Mena

arXiv cs.CV Computer Vision and Pattern Recognition @cscv-bot.bsky.social · 23/10/2025

Francisco Mena, Dino Ienco, Cassio F. Dantas, Roberto Interdonato, Andreas Dengel: Multi-modal Co-learning for Earth Observation: Enhancing single-modality models via modality collaboration arxiv.org/abs/2510.19579 arxiv.org/pdf/2510.19579 arxiv.org/html/2510.19579

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Francisco Mena @fmenat.bsky.social · 11/06/2026

A crop yield prediction dataset 🌱 at sub-field level (10 m) with data from Germany, Argentina and Uruguay 🌎.

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arXiv cs.LG Machine Learning @cslg-bot.bsky.social · 10/04/2025

Miro Miranda, Francisco Mena, Andreas Dengel: An Analysis of Temporal Dropout in Earth Observation Time Series for Regression Tasks arxiv.org/abs/2504.06915 arxiv.org/pdf/2504.06915 arxiv.org/html/2504.06915

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Fabian Theis @fabiantheis.bsky.social · 09/06/2026

Excited to kick off #HAICON26 today! 🚀🤖 More than 600 participants joining us to explore how AI is transforming science and accelerating discovery. Great energy, great people, and an exciting program ahead. 👉 haicon.cc #AIforScience #HAICON26

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Reposted by Francisco Mena

Helmholtz Imaging @helmholtzimaging.bsky.social · 09/06/2026

Looking for the #HelmholtzImaging team at #HAICON26? You'll find us at our booth today & throughout the conference. Come by to learn about our tools, resources, projects & training opportunities for @helmholtz.de researchers. And grab a scientific image poster while supplies last! 👀 See you! 👋

Helmholtz Imaging booth and part of the team at HAICON26

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Reposted by Francisco Mena

Francisco Mena @fmenat.bsky.social · 11/05/2026

I'm quite happy to share that after submitting my PhD in September last year, I finally defended my PhD at @rptu.bsky.social 😁😁. It was a long journey in @dfki.bsky.social filled with experiences and learning 🤖

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Francisco Mena @fmenat.bsky.social · 11/05/2026

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Reposted by Francisco Mena

ECMWF @ecmwf.int · 25/02/2026

📣 Applications are open for ECMWF’s Code for Earth 2026! New data driven challenges across visualisation, machine learning, software development plus a brand new Africa focused stream with African partners. 📅 Apply by 9 April 2026 @codeforearth.bsky.social www.ecmwf.int/en/about/med...

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Reposted by Francisco Mena

BIFOLD Berlin Institute for the Foundations of Learning and Data @bifold.berlin · 19/01/2026

🎓 10 #PhD positions in #AI & #DataScience - #Berlin BIFOLD is hiring 10 PhD candidates in: 🤖 #MachineLearning 🗄️ #DataManagement 🔗 #ML × #DM Apply until Feb 13, 2026 www.jobs.tu-berlin.de/en/job-posti... @tuberlin.bsky.social @rieck.mlsec.org #AcademicSky #PhDSky #sciencejobs #academicjobs

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Francisco Mena @fmenat.bsky.social · 02/12/2025

I'm traveling 🚄 towards Copenhagen 🇩🇰 for #Eurips. Happy to catch up if you are around 😀

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Francisco Mena @fmenat.bsky.social · 21/11/2025

I'm happy to share that our new paper in Multi-modal co-learning for Earth observation got published in the ML journal🌍📡 Here, we show how models trained on multiple sensor modalities can boost single-modality inference 🔗 link.springer.com/article/10.1...

link.springer.com

Multi-modal co-learning for Earth observation: enhancing single-modality models via modality collaboration - Machine Learning

Multi-modal co-learning is emerging as an effective paradigm in machine learning, enabling models to collaboratively learn from different modalities to enhance single-modality predictions. Earth Obser...

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Reposted by Francisco Mena

Climate AI Nordics @climateainordics.com · 19/09/2025

🌍 Excited to announce our Workshop on AI for Climate & Conservation (AICC) at #EurIPS2025 in Copenhagen! 🎉 📢 Call for Participation: sites.google.com/g.harvard.ed... Confirmed speakers from Mistral AI, DeepMind, ETH Zurich, LSCE & more. Looking forward to meeting and discussing in Copenhagen!

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Reposted by Francisco Mena

Nico Lang @nicolang.bsky.social · 09/10/2025

Working on representation learning for Earth Observation? Come join the discussion at the EurIPS workshop "REO: Advances in Representation Learning for Earth Observation" Call for papers deadline: October 15, AoE Workshop site: sites.google.com/view/reoeurips @euripsconf.bsky.social @esa.int

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Francisco Mena @fmenat.bsky.social · 24/09/2025

Always happy to receive those accepted paper email 😃

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Reposted by Francisco Mena

Francisco Mena @fmenat.bsky.social · 11/09/2025

It is possible to reduce the number of experiments when searching for the best combination of encoder architecture and fusion strategy for crop classification 🌱🚜? Spoiler alert: In our recent (open access) paper 📖, we show that it can! www.sciencedirect.com/science/arti...

sciencedirect.com

In the search for optimal multi-view learning models for crop classification with global remote sensing data

Studying and analyzing cropland is a difficult task due to its dynamic and heterogeneous growth behavior. Usually, diverse data sources can be collect…

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Reposted by Francisco Mena

NeurIPS Europe @neuripseurope.bsky.social · 12/09/2025

We are delighted to announce the #EurIPS 2025 Workshops 🎉: eurips.cc/workshops/ We received 52 proposals, which were single-blind reviewed by more than 35 expert reviewers, leading to 18 accepted workshops (acceptance rate 34.6%).

eurips.cc

Workshops - A NeurIPS-endorsed conference in Europe

A NeurIPS-endorsed conference in Europe held in Copenhagen, Denmark

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Reposted by Francisco Mena

Diego Marcos @dmarcosg.bsky.social · 08/09/2025

We are looking for an NLP postdoc/engineer to work on adding language capabilities to our Earth observation sensor-agnostic models (Atomizer, to be presented at BMVC25). Details here: jobs.inria.fr/public/class... Atomizer: arxiv.org/pdf/2506.13542 GEO-ReSeT project: anr.fr/Projet-ANR-2...

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Reposted by Francisco Mena

Francisco Mena @fmenat.bsky.social · 13/05/2025

Did you know that mutual distillation can be used to make deep learning models robust to missing sensor data? We present this in our recent paper from a collaboration between @dfki.bsky.social and Inria (evergreen team). Available at @ieeeaccess.bsky.social 🔓 ieeexplore.ieee.org/document/10994…

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Francisco Mena @fmenat.bsky.social · 11/09/2025

sciencedirect.com

In the search for optimal multi-view learning models for crop classification with global remote sensing data

Studying and analyzing cropland is a difficult task due to its dynamic and heterogeneous growth behavior. Usually, diverse data sources can be collect…

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Reposted by Francisco Mena

esaclimate @esaclimate.bsky.social · 27/08/2025

🏞️ Today is @unep.org #WorldLakeDay! Global, long-term satellite records developed by the ESA Climate Change Initiative shed light on lakes contribution to the hydrological, energy and carbon cycles and their response to climate change. Check out the data set visualisations here: t1p.de/mvl0a

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Reposted by Francisco Mena

Arno Solin @arnosolin.bsky.social · 12/08/2025

📣 Please share: We invite submissions to the 29th International Conference on Artificial Intelligence and Statistics (#AISTATS 2026) and welcome paper submissions at the intersection of AI, machine learning, statistics, and related areas. [1/3]

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Reposted by Francisco Mena

Francisco Mena @fmenat.bsky.social · 01/08/2025

Also, don't hesitate to visit our CCS in Probabilistic Machine Learning for Earth Observation (TU2.M1)! ⏲️ Tuesday, 5 August, 10:30 - 11:45

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Francisco Mena @fmenat.bsky.social · 01/08/2025

This coming week will be a thrilling and enriching experience at IGARSS 2025. I'll be presenting two works in multi-modal/source learning focused on missing data sources. Let's catch up if you are around! #IGARSS #IEEE #GRSS #AI4EO #EO #AI

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Sebastian Bordt @sbordt.bsky.social · 10/07/2025

During the last couple of years, we have read a lot of papers on explainability and often felt that something was fundamentally missing🤔 This led us to write a position paper (accepted at #ICML2025) that attempts to identify the problem and to propose a solution. arxiv.org/abs/2402.02870 👇🧵

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Reposted by Francisco Mena

PHD Comics @phdcomics.com · 03/07/2025

Academic "Deadlines"

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Francisco Mena @fmenat.bsky.social · 13/05/2025

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Imagine-ENPC @imagineenpc.bsky.social · 30/04/2025

#CVPR2025 Sat June 14 (PM) ✨ Highlight 🛰️ AnySat: One Earth Observation Model for Many Resolutions, Scales, and Modalities @gastruc.bsky.social @nicaogr.bsky.social @loicland.bsky.social 📄 pdf: arxiv.org/abs/2412.14123 🌐 webpage: gastruc.github.io/anysat

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Reposted by Francisco Mena

Helmholtz Imaging @helmholtzimaging.bsky.social · 30/04/2025

ABSTRACT DEADLINE EXTENDED! Submit your talk or poster proposal for the 5th Helmholtz Imaging Conference by May 8. Join us June 25–27 in Potsdam & connect with the imaging community! Don’t miss it! 👉 bit.ly/HIConf25 #HIConference25 @www.helmholtz.de @dkfz.bsky.social @mdc-berlin.bsky.social

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Reposted by Francisco Mena

PHD Comics @phdcomics.com · 29/04/2025

The Research Cycle

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Reposted by Francisco Mena

Francisco Mena @fmenat.bsky.social · 11/04/2025

How will your multi-view model perform if data is missing during deployment? Usually, this translates into a considerable decline in accuracy. However, simpler approaches in model design can make it robust to missing data. We address this in our recent paper in the Neurocomputing journal.

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ELLIS @ellis.eu · 15/04/2025

🔐 ✏️ Don't miss attending the ELLIS Summer School with @cispa.de & ELSA - European Lighthouse on Secure & Safe AI in Saarbrücken 🇩🇪 this August. Applications are open! 🔗 More details: elsa-ai.eu/save-the-dat... #ELLISPhD

elsa-ai.eu

CISPA ELLIS Summer School 2025 – ELSA

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Reposted by Francisco Mena

Francisco Mena @fmenat.bsky.social · 11/04/2025

Our recent work, validated with heterogenous real-world data from the Earth observation domain, can be accessed (open-access 🔓) at the Neurocomputing journal www.sciencedirect.com/science/arti...

sciencedirect.com

Missing data as augmentation in the Earth Observation domain: A multi-view learning approach

Multi-view learning (MVL) leverages multiple sources or views of data to enhance machine learning model performance and robustness. This approach has …

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Francisco Mena @fmenat.bsky.social · 11/04/2025

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IJCAIconf @ijcai.org · 29/03/2025

#IJCAI2025 🚨 Deadline Extension! There's still time to submit your application for the IJCAI 2025 Doctoral Consortium! 🗓️ New deadline: 7 April 2025 #PhD ✈️Students from #USA institutions are eligible for #NSF-funded travel support: 2025.ijcai.org/call-for-ijc... #PhD #Academia #AI

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IAPR Technical Committee 7 (TC7) – Earth Observation @iaprtc7.bsky.social · 25/03/2025

The new newsletter, with future deadlines and event is out! mailchi.mp/f4662e4d0c6c...

mailchi.mp

IAPR TC7 Newsletter #19

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Reposted by Francisco Mena

ELLIS unit Jena @ellisunitjena.bsky.social · 17/03/2025

🚀 Don't miss your chance to apply for the ELLIS Summer School in on AI for Earth and Climate Sciences – 🌍🤖 📆 Deadline March 31, 📍 Jena, Germany from 1-5 Sept, 2025 🔗 www.ellis-jena.eu/summer-schoo... @uni-jena.de, MPI-BGC, @carlzeissstiftung.bsky.social @climatechangeai.bsky.social, NTUA

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ELLIS unit Jena @ellisunitjena.bsky.social · 28/02/2025

Apply for the ELLIS Summer School on AI for Earth and Climate Sciences 📆 Deadline March 31, Notifications by April. 📍 Jena, Germany from Sep 1–5, 2025 🔗 www.ellis-jena.eu/summer-schoo... @uni-jena.de, MPI-BGC, @carlzeissstiftung.bsky.social Co-organised with National Technical University of Athens

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Simon Kuestenmacher @simongerman600.bsky.social · 10/02/2025

Simple but very easy on the eyes! Lovely elevation map of South America by @hellovizart

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ELLIS unit Jena @ellisunitjena.bsky.social · 03/02/2025

🚀 Registration Now Open for the @ELLISforEurope Summer School: AI for Earth & Climate Sciences! 🌍🤖 Join us in Jena, Germany from September 1–5, 2025 📅 Apply now through March 31. Notifications by April. 🔗 www.ellis-jena.eu/summer-schoo... 🎯 @uni-jena.de, @MPI-BGC, @carlzeissstiftung.bsky.social

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Technische Universität Berlin @tuberlin.bsky.social · 07/02/2025

A recording of the panel discussion can be found on YouTube 👉 www.youtube.com/live/McuO7Os... @bifold.berlin

youtube.com

In the Age of AI – A Panel Discussion with Sam Altman at TU Berlin

YouTube video by TUBerlinTV

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Reposted by Francisco Mena

arxiv cs.CV @arxiv-cs-cv.bsky.social · 28/06/2024

Cristhian Sanchez, Francisco Mena, Marcela Charfuelan, Marlon Nuske, Andreas Dengel Assessment of Sentinel-2 spatial and temporal coverage based on the scene classification layer arxiv.org/abs/2406.18584

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arxiv cs.CV @arxiv-cs-cv.bsky.social · 12/07/2024

Hiba Najjar, Francisco Mena, Marlon Nuske, Andreas Dengel XAI-Guided Enhancement of Vegetation Indices for Crop Mapping arxiv.org/abs/2407.08298

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BIFOLD Berlin Institute for the Foundations of Learning and Data @bifold.berlin · 06/02/2025

Live Stream: "Potentials, Perspectives, and Challenges in the Age of AI," featuring Sam Altman, OpenAI 📅February 7th, 2025 #Berlin ⌚12:30 PM 🎥https://youtube.com/live/McuO7Osgzqo #OpenAI @tuberlin.bsky.social #BIFOLD #b0702 #merantix www.bifold.berlin/news-events/...

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Yoshua Bengio @yoshuabengio.bsky.social · 23/01/2025

Yesterday at the World Economic Forum in Davos, I joined a constructive discussion on AGI alongside @andrewyng.bsky.social, @yejinchoinka.bsky.social, @jonathan-ross.bsky.social , @thomwolf.bsky.social and moderator @nxthompson.bsky.social. Full discussion here: www.weforum.org/meetings/wor...

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Climate Change AI @climatechangeai.bsky.social · 15/01/2025

2️⃣more weeks to submit to our #ICLR2025 workshop! 💪🤓 We are especially excited to integrate ICLR's "Tiny Papers" initiative into our Call for Proposals. Learn more about it here: iclr.cc/Conferences/... Learn more about the workshop & submit here: www.climatechange.ai/events/iclr2...

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