FGVC Workshop

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!

A great industry talk from 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!

Don't miss this exciting talk!

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

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.

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 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

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...

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

If the training data contains sparsely labeled images, can you build object detection systems that identify all animals in the test set? Join our Kaggle challenge w/ #LifeCLEF & @fgvcworkshop.bsky.social to show us your solution! www.kaggle.com/competitions...

Interested in solving problems at the frontier of computer vision in marine environments? Dive into our data challenge on @kaggle.com w/ @fgvcworkshop.bsky.social & #LifeCLEF! 📉 6.4k training images (incomplete coverage) 🦑 32 classes ⏰ 2 months left to submit 🔗 www.kaggle.com/competitions...

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!

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

🚨 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

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...

We are jointly hosting the FathomNet challenge at CVPR this year! If you're interested in solving problems at the frontier of Positive-Unlabeled learning in Marine environments, dive in! 🏊‍♀️ 🦑 32 marine classes (from squat lobsters to benthic worm) 📉 6.4k training images (incomplete labels) #CVPR

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

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

We are not missing out! FGVC12 is excited to support "FOMO25: Foundation Model Challenge for Brain MRI". This MICCAI25 challenge is still running and there is still time to participate! Submission deadline: August 20, 2025 Join here: fomo25.github.io Check out the thread below👇

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!!

We will be presenting the 🍄 FungiTastic 🍄, a multimodal, highly challenging dataset and benchmark covering many ML problems at @fgvcworkshop.bsky.social CVPR-W on Wednesday! ⏱️ 16:15 📍104 E, Level 1 📸 www.kaggle.com/datasets/pic... 📃 arxiv.org/abs/2408.13632 @cvprconference.bsky.social

Please join us for the FGVC workshop at CVPR 2025 @cvprconference.bsky.social on Wed 11th of June. The full schedule and list of fantastic speakers can be found on our website: sites.google.com/view/fgvc12

Attending #CVPR2025? Take a moment to review our code of conduct.

Check out the CVPR Workshop proceeding papers presented at FGVC12: openaccess.thecvf.com/CVPR2025_wor... Poster session: June 11, 4pm-6pm ExHall D, poster boards 373-403 #CVPR25 @cvprconference.bsky.social

Come join us for the 12th Workshop on Fine-Grained Visual Categorization (FGVC). Starting today at 9am at @cvprconference.bsky.social. We will be in room 104E. #FGVC #CVPR2025 @fgvcworkshop.bsky.social

Check out the CVPR Workshop proceeding papers presented at FGVC12: openaccess.thecvf.com/CVPR2025_wor... Poster session: June 11, 4pm-6pm ExHall D, poster boards 373-403 #CVPR25 @cvprconference.bsky.social

#CVPR2025 Open Access Workshop Papers openaccess.thecvf.com/CVPR2025_wor...

Are you a computer vision expert looking for a challenge?? Help us identify marine life! 🦑🧪🌊 Thank you @fgvcworkshop.bsky.social @kaggle.com for the support!!

FOMO25 accepted at #MICCAI2025! 🚀 Excited to announce the first challenge at MICCAI focusing on the development of self-supervised pretraining of foundation models for brain MRI! 🧠 With access to a large-scale dataset, codebase, cash prices and multiple tracks. Read more ⬇️