3 papers
cs.CL2025
Context-Aware Initialization for Reducing Generative Path Length in Diffusion Language Models
Tongyuan Miao, Gary Huang, Kai Jun Han +1
Diffusion Large Language Models (DLLMs) enable fully parallel token decoding but often remain impractical at inference time due to the many denoising iterations required to refine…
cs.CV2025
Self-Supervised Learning of Synapse Types from EM Images
Aarav Shetty, Gary B Huang
Separating synapses into different classes based on their appearance in EM images has many applications in biology. Examples may include assigning a neurotransmitter to a particula…
cs.CV2025
Autoproof: Automated Segmentation Proofreading for Connectomics
Gary B Huang, William M Katz, Stuart Berg +1
Producing connectomes from electron microscopy (EM) images has historically required a great deal of human proofreading effort. This manual annotation cost is the current bottlenec…