310 citations · 496 across the 14 of their papers we have counts for
3 papers · 1 filter
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…
Neural Parts: Learning Expressive 3D Shape Abstractions with Invertible Neural Networks
Despoina Paschalidou, Angelos Katharopoulos, Andreas Geiger +1
Impressive progress in 3D shape extraction led to representations that can capture object geometries with high fidelity. In parallel, primitive-based methods seek to represent obje…
Processing Megapixel Images with Deep Attention-Sampling Models
Angelos Katharopoulos, François Fleuret
Existing deep architectures cannot operate on very large signals such as megapixel images due to computational and memory constraints. To tackle this limitation, we propose a fully…