Geometry-Preserving Encoders

New research highlights geometry preservation for multimodal contrastive learning

Researchers have identified that the conditioning of encoder Jacobians is crucial for effective trimodal contrastive learning, a method extending beyond simple image-text pairs to align three or more modalities. Poorly …