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FGVC Workshop @fgvcworkshop.bsky.social · 03/06/2026

A great industry talk from our sponsor, @voxel51.bsky.social! Thank you for supporting our community! 💪

FGVC Workshop @fgvcworkshop.bsky.social · 02/06/2026

It’s almost time for the 13th Workshop on Fine-Grained Visual Categorization! Join us for talks from leaders in the field, great papers + a big community! #CVPR 📅 June 3 🕙 9 AM - 5:45 PM 📍 Room 504 Also, a huge shoutout to our sponsor, @voxel51.bsky.social! Thank you for supporting our community!

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FGVC Workshop @fgvcworkshop.bsky.social · 02/06/2026

How do we create AI systems that endlessly innovate? We’re thrilled to have @jeffclune.com join us at FGVC13! His work on open-ended algorithms explores how agents autonomously discover and interact with novel fine-grained concepts to drive their own continuous evolution. See you at #CVPR2026!

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FGVC Workshop @fgvcworkshop.bsky.social · 29/05/2026

How do we find rare, subtle categories in imbalanced data? This accepted paper by Kawtar Zaher, et al. introduces PF-MA: an active learning strategy that prioritizes likely positives near the decision boundary to boost retrieval and classifier performance. Check it out at the FGVC workshop! #CVPR

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FGVC Workshop @fgvcworkshop.bsky.social · 27/05/2026

Can masked autoencoders scale when data is limited? Check out this accepted work from @wuaoliu.bsky.social et al. on fine-grained bioacoustic recognition. Testing on iNatSounds (5,500+ species), they find pretraining scale and diversity matter more than domain-specific curation or reconstruction.

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FGVC Workshop @fgvcworkshop.bsky.social · 20/05/2026

How do we train useful machine learning systems from geospatial data in the face of sparse, spatially biased labels and extreme distribution shifts? 🌍 We’re thrilled to have Esther Rolf (@estherrolf.bsky.social) join us at FGVC13. Her work takes fine-grained categorization global! See you at #CVPR!

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FGVC Workshop @fgvcworkshop.bsky.social · 19/04/2026

Help scale ecological monitoring in PlantCLEF 2026! Train on single-plant images then predict multiple species in complex vegetation scenes. Help address the domain shift between simple images and complex field ecology. Deadline: May 7th ⏳ www.kaggle.com/competitions... #CVPR #Kaggle #AIforGood

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FGVC Workshop @fgvcworkshop.bsky.social · 19/04/2026

Help automate wildlife monitoring in the AnimalCLEF competition! Identify known animals AND discover new ones in a multi-species setting. Help scale conservation by automating the manual ID process and tracking populations. Deadline: April 30th ⏳ #CVPR #AI #Kaggle www.kaggle.com/competitions...

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FGVC Workshop @fgvcworkshop.bsky.social · 03/03/2026

How does AI interact with culture? We’re thrilled to have Dr. Maria Antoniak (@mariaa.bsky.social) join us at FGVC! Her interdisciplinary work on AI in the humanities brings a new perspective to our workshop: the fine-grained categorization of the intangible parts of culture. See you at #CVPR2026!

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FGVC Workshop @fgvcworkshop.bsky.social · 27/02/2026

🚨 Updated Deadline Alert! We have extended the deadline for the Proceedings from Feb 27th to Mar 3rd. #CVPR #CV #AI

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FGVC Workshop @fgvcworkshop.bsky.social · 24/02/2026

🚨 Reminder: The Proceedings Track deadline is February 27. Don't miss out on this chance to share your research 😁 We're very excited to see what you've been working on! #CVPR2026 #AI #ML

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FGVC Workshop @fgvcworkshop.bsky.social · 23/02/2026

We are excited to announce that we are co-hosting the AnimalCLEF25 challenge with LifeCLEF at #CVPR2026! 🐾 Individual animal re-identification is a major challenge in conservation. Help us build evidence-based conservation tools that work! Find out more: www.kaggle.com/competitions...

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FGVC Workshop @fgvcworkshop.bsky.social · 05/02/2026

FGVC13 submissions are OPEN NOW! Whether you have new or existing work, we have a track for you: 1. Proceedings: Due Feb 27 2. Non-archival: Due April 3 3. Nectar (Already published): Due April 30 Full details: sites.google.com/view/fgvc13/... #AI #CVPR2026 #MachineLearning #DeepLearning

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FGVC Workshop @fgvcworkshop.bsky.social · 13/01/2026

FGVC's not dead! The 13th Workshop on Fine-Grained Visual Categorization has been accepted to CVPR 2026, in Denver, Colorado! CALL FOR PAPERS: sites.google.com/view/fgvc13/ From Ecology to Medical Imagining, join us as we tackle the long tail and the limits of visual discrimination! #CVPR2026 #AI

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FGVC Workshop @fgvcworkshop.bsky.social · 11/06/2025

Congratulations to the winners of the FGVC12 Best Paper Awards. 🎉 The best 4-page paper goes to Yiwen Liu et al. and the best 8-page paper to Darshana Saravanan et al.. We thank all authors for their contributions and especially our reviewers for their great support!!

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FGVC Workshop @fgvcworkshop.bsky.social · 09/06/2025

Join us on June 11, 9am to discuss all things fine-grained! We are looking forward to a series of talks on semantic granularity, covering topics such as machine teaching, interpretability and much more! Room 104 E Schedule & details: sites.google.com/view/fgvc12 @cvprconference.bsky.social #CVPR25

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FGVC Workshop @fgvcworkshop.bsky.social · 15/04/2025

Foram2025: Classifying microfossil volumes – the first step to understanding past climates. 👉 www.kaggle.com/competitions... @cvprconference.bsky.social @kaggle.com #FGVC #CVPR #CVPR2025 QIM Center (qim.dk) [1/5]

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FGVC Workshop @fgvcworkshop.bsky.social · 09/04/2025

BirdCLEF25: Audio-based species identification focused on birds, amphibians, mammals, and insects in Colombia. 👉 www.kaggle.com/competitions... @cvprconference.bsky.social @kaggle.com #FGVC #CVPR #CVPR2025 #LifeCLEF [1/4]

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FGVC Workshop @fgvcworkshop.bsky.social · 09/04/2025

FathomNet25: Navigating the Depths: Advancing Hierarchical Classification of Ocean Life www.kaggle.com/competitions... @fathomnet.bsky.social @fathomverse.bsky.social @mbarinews.bsky.social @cvprconference.bsky.social @kaggle.com #FGVC #CVPR #CVPR2025 [1/5]

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FGVC Workshop @fgvcworkshop.bsky.social · 08/04/2025

AnimalCLEF25: Multi-species individual animal identification www.kaggle.com/competitions... @cvprconference.bsky.social @kaggle.com #FGVC #CVPR #CVPR2025 #LifeCLEF [1/4]

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FGVC Workshop @fgvcworkshop.bsky.social · 07/04/2025

GeoLifeCLEF25: Location-based species presence prediction 👉 www.kaggle.com/competitions... @cvprconference.bsky.social @kaggle.com #FGVC #CVPR #CVPR2025 #LifeCLEF [1/3]

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FGVC Workshop @fgvcworkshop.bsky.social · 07/04/2025

PlantCLEF25: Multi-species plant identification in vegetation quadrat images 👉 www.kaggle.com/competitions... @cvprconference.bsky.social @kaggle.com #FGVC #CVPR #CVPR2025 #LifeCLEF [1/4]

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FGVC Workshop @fgvcworkshop.bsky.social · 04/04/2025

FungiCLEF25: Few-shot classification with rare fungi species 👉 www.kaggle.com/competitions... @cvprconference.bsky.social @kaggle.com #FGVC #CVPR #CVPR2025 #LifeCLEF [1/2]

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FGVC Workshop @fgvcworkshop.bsky.social · 02/04/2025

Looking for a challenge? Along with FGVC12 at #CVPR2025, multiple fine-grained computer vision competitions have been launched. These well-curated datasets allow you to leverage your AI skills to boost applications with impact! Let's go: sites.google.com/view/fgvc12/... @cvprconference.bsky.social

Overview of the competitions hosted at the FGVC12: Fine-grained visual categorization workshop at CVPR 2025

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FGVC Workshop @fgvcworkshop.bsky.social · 09/01/2025

FGVC12 Workshop accepted to CVPR 2025, Nashville! CALL FOR PAPERS: sites.google.com/view/fgvc12/... We discuss domains where expert knowledge is typically required and investigate artificial systems that can efficiently distinguish a large number of very similar visual concepts. #CVPR #CVPR2025 #AI

FGVC12 Workshop at CVPR 2025 - Call for papers.

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