Results for "signals"

Maps audio signals to linguistic units.

Model relies on irrelevant signals.

Networks using convolution operations with weight sharing and locality, effective for images and signals.

A preference-based training method optimizing policies directly from pairwise comparisons without explicit RL loops.

Converting audio speech into text, often using encoder-decoder or transducer architectures.

Models evaluating and improving their own outputs.

Embedding signals to prove model ownership.

Combining signals from multiple modalities.

Shift in model outputs.

Hardware components that execute physical actions.

Devices measuring physical quantities (vision, lidar, force, IMU, etc.).

Early signals disproportionately influence outcomes.

Signals indicating dangerous behavior.

Learning from data by constructing “pseudo-labels” (e.g., next-token prediction, masked modeling) without manual annotation.