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Cody Bumgardner

4 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author1
  • last author1

Across the 3 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.CL1
ORCID 0000-0001-9588-3501

identity via Semantic Scholar / OpenAlex

most citedLocal Large Language Models for Complex Structured Medical Tasks

4 citations · 6 across the 4 of their papers we have counts for

collaborators

4 papers

cs.LG2024

High Noise Scheduling is a Must

Mahmut S. Gokmen, Cody Bumgardner, Jie Zhang +2

Consistency models possess high capabilities for image generation, advancing sampling steps to a single step through their advanced techniques. Current advancements move one step f…

cs.LG2024

Multi-Modal Machine Learning Framework for Automated Seizure Detection in Laboratory Rats

Aaron Mullen, Samuel E. Armstrong, Jasmine Perdeh +3

A multi-modal machine learning system uses multiple unique data sources and types to improve its performance. This article proposes a system that combines results from several type…

cs.LG2023★ 2 cited

CLASSify: A Web-Based Tool for Machine Learning

Aaron D. Mullen, Samuel E. Armstrong, Jeff Talbert +1

Machine learning classification problems are widespread in bioinformatics, but the technical knowledge required to perform model training, optimization, and inference can prevent r…

cs.CL2023★ 4 cited

Local Large Language Models for Complex Structured Medical Tasks

V. K. Cody Bumgardner, Aaron Mullen, Sam Armstrong +2

This paper introduces an approach that combines the language reasoning capabilities of large language models (LLMs) with the benefits of local training to tackle complex, domain-sp…

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