Cc @loicland.bsky.social @davidpicard.bsky.social @vickykalogeiton.bsky.social
Cc @loicland.bsky.social @davidpicard.bsky.social @vickykalogeiton.bsky.social
Check the demo, upload an image and get its location: huggingface.co/spaces/nicol...
Check the demo, upload an image and get its location: huggingface.co/spaces/nicol...
🌍 Around the World in 80 Timesteps: A Generative Approach to Global Visual Geolocation
@nicolasdufour.bsky.social @vickykalogeiton.bsky.social @davidpicard.bsky.social @loicland.bsky.social
📄 pdf: arxiv.org/abs/2412.06781
🌐 webpage: nicolas-dufour.github.io/plonk.html
🌍 Around the World in 80 Timesteps: A Generative Approach to Global Visual Geolocation
@nicolasdufour.bsky.social @vickykalogeiton.bsky.social @davidpicard.bsky.social @loicland.bsky.social
📄 pdf: arxiv.org/abs/2412.06781
🌐 webpage: nicolas-dufour.github.io/plonk.html
We show how to train a model for large-timestep Hamiltonian dynamics directly on standard MLFF datasets. 𝗡𝗼 𝗿𝗲𝗳𝗲𝗿𝗲𝗻𝗰𝗲 𝘁𝗿𝗮𝗷𝗲𝗰𝘁𝗼𝗿𝗶𝗲𝘀, 𝗻𝗼 𝘂𝗻𝗿𝗼𝗹𝗹𝗶𝗻𝗴, 𝗻𝗼 𝘁𝗲𝗮𝗰𝗵𝗲𝗿 needed!
🧵👇
We show how to train a model for large-timestep Hamiltonian dynamics directly on standard MLFF datasets. 𝗡𝗼 𝗿𝗲𝗳𝗲𝗿𝗲𝗻𝗰𝗲 𝘁𝗿𝗮𝗷𝗲𝗰𝘁𝗼𝗿𝗶𝗲𝘀, 𝗻𝗼 𝘂𝗻𝗿𝗼𝗹𝗹𝗶𝗻𝗴, 𝗻𝗼 𝘁𝗲𝗮𝗰𝗵𝗲𝗿 needed!
🧵👇
I will be presenting our paper "Around the World in 80 Timesteps:
A Generative Approach to Global Visual Geolocation".
We tackle geolocalization as a generative task allowing for SOTA performance and more interpretable predictions.
I will be presenting our paper "Around the World in 80 Timesteps:
A Generative Approach to Global Visual Geolocation".
We tackle geolocalization as a generative task allowing for SOTA performance and more interpretable predictions.
...and my neighborhood pals (the Legendary Dewan brothers) and I used her "Timesteps" from Clockwork Orange as music for our surreal radio plays. Carlos was as formative in our weird middle school universe as Monty Python, Firesign Theater, Escher, etc... A gift to our young developing minds.
...and my neighborhood pals (the Legendary Dewan brothers) and I used her "Timesteps" from Clockwork Orange as music for our surreal radio plays. Carlos was as formative in our weird middle school universe as Monty Python, Firesign Theater, Escher, etc... A gift to our young developing minds.
Unlike GANs, AF learns optimal transport (stable). Unlike CMs, AF only trains on needed timesteps (save capacity). You can train super-deep 112-layer 1NFE model! SOTA FIDs!
Paper: arxiv.org/abs/2511.22475
Unlike GANs, AF learns optimal transport (stable). Unlike CMs, AF only trains on needed timesteps (save capacity). You can train super-deep 112-layer 1NFE model! SOTA FIDs!
Paper: arxiv.org/abs/2511.22475
#StrictlyInstrumental
Day 2 - unranked
"Timesteps" by Wendy Carlos
Dreamlike, groundbreaking, at times industrial sounding, this is the music playing during the scene in A clockwork Orange where the Ludovico technique is being applied
youtu.be/6HEJMdpNfz4?...
#StrictlyInstrumental
Day 2 - unranked
"Timesteps" by Wendy Carlos
Dreamlike, groundbreaking, at times industrial sounding, this is the music playing during the scene in A clockwork Orange where the Ludovico technique is being applied
youtu.be/6HEJMdpNfz4?...
They sent him a recording.
He immediately hired them to score the film.
#filmsky
They sent him a recording.
He immediately hired them to score the film.
#filmsky