Discover how PAC-Bayesian theory improves understanding of early-exit networks' generalization and adaptive depth for faster, efficient neural networks.
DepCap enhances diffusion language model inference with adaptive block-wise decoding, boosting speed up to 5.63x while maintaining high-quality output.