13th Workshop on Fine-Grained Visual Categorization (FGVC) - CVPR 2026
Workshop Details:
📅 June 3
🕙 9 AM - 5:45 PM
📍 Room 504
Learn More: https://sites.google.com/view/fgvc13
FGVC Workshop
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A great industry talk from our sponsor, @voxel51.bsky.social! Thank you for supporting our community! 💪
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
Don't miss this exciting talk!
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.
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!
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!
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
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!
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...
FGVC Workshop
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FGVC Workshop
Tag someone who should join the FathomNetCLEF data challenge! 🤖🌊🐙
@sarameghanbeery.bsky.social @jbhaurum.bsky.social @oisinmacaodha.bsky.social @nicolang.bsky.social @fgvcworkshop.bsky.social @mbarinews.bsky.social @kaggle.com #CVPR #LifeCLEF #Kaggle #CV4Ecology #ComputerVision #MachineLearning
FGVC Workshop
FGVC Workshop
FGVC Workshop
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FGVC Workshop
I'll be at #CVPR2026 tomorrow in Denver! Catch me there for one day only, talking about alignment and classification problems from cultural analytics!
11:20 AM - 11:40 AM -- talk at the MAPS workshop
11:40 AM - 12:20 PM -- panel at the MAPS workshop
1:45 PM - 2:30 PM -- talk at the FGVC13 workshop
FathomNet
Welcome to the Multimodal Alignment for a Pluralistic Society (MAPS) Workshop!
Multimodal AI systems, which include vision-language models (VLMs), text-to-image (T2I), and text-to-video (T2V) generat...
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!
