Speculative Coupled Decoding for Training-Free Lossless Acceleration of Autoregressive Visual Generation
arXiv:2510.24211v2 Announce Type: replace
Abstract: Autoregressive (AR) modeling has recently emerged as a promising new paradigm in visual generation, but its practical adoption is severely constrained by the slow inference speed of per-token generat…