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researcher

Derek Austin

3 papers hereh-index 5517 citations8 works total

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

author position
  • sole author1
  • first author1
  • middle author1

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

fields
  • cs.CL1
  • cs.CV1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedFrom Human Days to Machine Seconds: Automatically Answering and Generating Machine Learning Final Exams

4 citations · 5 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CV2026

Better Rigs, Not Bigger Networks: A Body Model Ablation for Gaussian Avatars

Derek Austin

Recent 3D Gaussian splatting methods built atop SMPL achieve remarkable visual fidelity while continually increasing the complexity of the overall training architecture. We demonst…

cs.CL2024★ 1 cited

GRAD-SUM: Leveraging Gradient Summarization for Optimal Prompt Engineering

Derek Austin, Elliott Chartock

Prompt engineering for large language models (LLMs) is often a manual time-intensive process that involves generating, evaluating, and refining prompts iteratively to ensure high-q…

cs.LG2022★ 4 cited

From Human Days to Machine Seconds: Automatically Answering and Generating Machine Learning Final Exams

Iddo Drori, Sarah J. Zhang, Reece Shuttleworth +13

A final exam in machine learning at a top institution such as MIT, Harvard, or Cornell typically takes faculty days to write, and students hours to solve. We demonstrate that large…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.