@article{conflayersadaptiveconfidencebasedlayersk, title = {ConfLayers: Adaptive Confidence-based Layer Skipping for Self-Speculative Decoding}, author = {Walaa Amer and Uday das and Fadi Kurdahi}, year = {2026}, eprint = {2604.14612}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2604.14612}, }