Search Results for author: Floris Weers

Found 6 papers, 1 papers with code

Controllable Music Production with Diffusion Models and Guidance Gradients

no code implementations1 Nov 2023 Mark Levy, Bruno Di Giorgi, Floris Weers, Angelos Katharopoulos, Tom Nickson

We demonstrate how conditional generation from diffusion models can be used to tackle a variety of realistic tasks in the production of music in 44. 1kHz stereo audio with sampling-time guidance.

Mobile V-MoEs: Scaling Down Vision Transformers via Sparse Mixture-of-Experts

no code implementations8 Sep 2023 Erik Daxberger, Floris Weers, BoWen Zhang, Tom Gunter, Ruoming Pang, Marcin Eichner, Michael Emmersberger, Yinfei Yang, Alexander Toshev, Xianzhi Du

We empirically show that our sparse Mobile Vision MoEs (V-MoEs) can achieve a better trade-off between performance and efficiency than the corresponding dense ViTs.

Masked Autoencoding Does Not Help Natural Language Supervision at Scale

no code implementations CVPR 2023 Floris Weers, Vaishaal Shankar, Angelos Katharopoulos, Yinfei Yang, Tom Gunter

Self supervision and natural language supervision have emerged as two exciting ways to train general purpose image encoders which excel at a variety of downstream tasks.

Bias in Automated Image Colorization: Metrics and Error Types

1 code implementation16 Feb 2022 Frank Stapel, Floris Weers, Doina Bucur

We measure the color shifts present in colorized images from the ADE20K dataset, when colorized by the automatic GAN-based DeOldify model.

Colorization Image Colorization

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