join FDL @ Neurips!
A resounding congratulations to the Generalisable SSL SAR team from FDL Europe 2023 for winning Overall Best Paper at the Climate Change AI session for their work on “Large scale masked autoencoding for reducing label requirements on SAR data.” Read their award-winning work here.
🤖 Will AI in space be HAL or JARVIS?
SPACE & FOUNDATION MODELS SOCIAL
Where: New Orleans Ernest N. Morial Convention Center, 2nd floor, Room R02-R05
When: Tuesday 12th December, 7pm - 10pm
This isn’t your classic lecture or clandestine sales pitch: come find out why year after year our Space Socials are overflowing with great minds and big smiles! 😎
Whether you are an AI & Space enthusiast or expert, we warmly welcome you to join us on Tuesday, December 12th at 7 PM. Take part in an amazing evening of authentic discussions, dynamic talks, and an interactive coopetition/game - with prizes, swag, complimentary snacks & drinks, and of course special guest speakers from Google Cloud & more!
FDL RESEARCH AT NEURIPS 2023
fdl EUROPE Workshops and papers:
GENERALISABLE SAR
Team: Matt Allen, Laura Martínez-Ferrer, Joseph Alejandro Gallego Mejia, Francisco Dorr, Freddie Kalaitzis, Raúl Ramos-Pollán, Anna Jungbluth
Workshop: Distribution shifts: New frontiers with foundation models
Paper: Exploring generalisability of self-distillation with no labels for SAR-based vegetation prediction
When: Friday, December 15th, 9am
Where: Room R06-R09
Workshop: Robustness of zero/few-shot learning in foundation models (r0-fomo)
Paper: Fewshot learning on global multimodal embeddings for Earth Observation tasks
When: Friday, December 15th, 9am
Where: Ballroom A+B
Workshop: ICBINB: FAILURE MODES IN THE AGE OF FOUNDATION MODELS
Paper: Exploring DINO: Emergent properties and limitations for synthetic aperture radar imagery
When: Saturday, December 16th, 9am
Where: Room R02-R05
Workshop: TACKLING CLIMATE CHANGE WITH MACHINE LEARNING: BLENDING NEW AND EXISTING KNOWLEDGE SYSTEMS
Paper: Large scale masked autoencoding for reducing label requirements on SAR data
When: Saturday, December 16th, 9am
Where: Great Hall
FOUNDATION MODELS ADAPTORS FOR DISASTERS
Team: Paul Darm, Grace Colverd, Leonard Silverberg, Noah Kasmanoff
Workshop: ARTIFICIAL INTELLIGENCE FOR HUMANITARIAN ASSISTANCE AND DISASTER RESPONSE
Paper: FloodBrain: Flood disaster reporting by web-based retrieval augmented generation with an LLM
When: Friday, December 15th, 2:45pm
Where: Room 240-241