11 citations · 23 across the 13 of their papers we have counts for
3 papers · 1 filter
Controllable Music Production with Diffusion Models and Guidance Gradients
Mark Levy, Bruno Di Giorgi, Floris Weers +2
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-…
Mobile V-MoEs: Scaling Down Vision Transformers via Sparse Mixture-of-Experts
Erik Daxberger, Floris Weers, Bowen Zhang +7
Sparse Mixture-of-Experts models (MoEs) have recently gained popularity due to their ability to decouple model size from inference efficiency by only activating a small subset of t…
Masked Autoencoding Does Not Help Natural Language Supervision at Scale
Floris Weers, Vaishaal Shankar, Angelos Katharopoulos +2
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. Recent wor…