2026
Speculative Coupled Decoding for Training-Free Lossless Acceleration of Autoregressive Visual Generation
ICML 2026poster
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 generation, which often requires thousands of steps to produce a single sample. While several Speculative De…