OpenStreetView-5M: The Many Roads to Global Visual Geolocation

1 code implementation • 29 Apr 2024 • Guillaume Astruc, Nicolas Dufour, Ioannis Siglidis, Constantin Aronssohn, Nacim Bouia, Stephanie Fu, Romain Loiseau, Van Nguyen Nguyen, Charles Raude, Elliot Vincent, Lintao XU, HongYu Zhou, Loic Landrieu

Determining the location of an image anywhere on Earth is a complex visual task, which makes it particularly relevant for evaluating computer vision algorithms.

Memorization

Analysis of Classifier-Free Guidance Weight Schedulers

no code implementations • 19 Apr 2024 • Xi Wang, Nicolas Dufour, Nefeli Andreou, Marie-Paule Cani, Victoria Fernandez Abrevaya, David Picard, Vicky Kalogeiton

Classifier-Free Guidance (CFG) enhances the quality and condition adherence of text-to-image diffusion models.

Machine Learning for Brain Disorders: Transformers and Visual Transformers

no code implementations • 21 Mar 2023 • Robin Courant, Maika Edberg, Nicolas Dufour, Vicky Kalogeiton

For image classification, the most common Transformer Architecture uses only the Transformer Encoder in order to transform the various input tokens.

Decoder Image Classification

SCAM! Transferring humans between images with Semantic Cross Attention Modulation

1 code implementation • 10 Oct 2022 • Nicolas Dufour, David Picard, Vicky Kalogeiton

In this work, we introduce SCAM (Semantic Cross Attention Modulation), a system that encodes rich and diverse information in each semantic region of the image (including foreground and background), thus achieving precise generation with emphasis on fine details.

Pose Transfer Reconstruction +1