2 papers
cs.CL2025
Speculative Decoding and Beyond: An In-Depth Survey of Techniques
Yunhai Hu, Zining Liu, Zhenyuan Dong +3
Sequential dependencies present a fundamental bottleneck in deploying large-scale autoregressive models, particularly for real-time applications. While traditional optimization app…
cs.CV2024
DiTAS: Quantizing Diffusion Transformers via Enhanced Activation Smoothing
Zhenyuan Dong, Sai Qian Zhang
Diffusion Transformers (DiTs) have recently attracted significant interest from both industry and academia due to their enhanced capabilities in visual generation, surpassing the p…