3 papers
cs.CL2024
Boosting Lossless Speculative Decoding via Feature Sampling and Partial Alignment Distillation
Lujun Gui, Bin Xiao, Lei Su +1
Lossless speculative decoding accelerates target large language model (LLM) inference by employing a lightweight draft model for generating tree-structured candidates, which are su…
cs.CL2024
Clover-2: Accurate Inference for Regressive Lightweight Speculative Decoding
Bin Xiao, Lujun Gui, Lei Su +1
Large Language Models (LLMs) frequently suffer from inefficiencies, largely attributable to the discord between the requirements of auto-regressive decoding and the architecture of…
eess.IV2024
CAVM: Conditional Autoregressive Vision Model for Contrast-Enhanced Brain Tumor MRI Synthesis
Lujun Gui, Chuyang Ye, Tianyi Yan
Contrast-enhanced magnetic resonance imaging (MRI) is pivotal in the pipeline of brain tumor segmentation and analysis. Gadolinium-based contrast agents, as the most commonly used…