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Matthew B. Blaschko

16 papers hereh-index 9630 citations28 works total

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

author position
  • middle author8
  • last author8

Across the 16 of 16 papers where every author was matched, so the position is known.

fields
  • cs.CV8
  • cs.LG4
  • cs.CL2
  • cs.MM1
  • eess.IV1
same name
  • Matthew B. Blaschko — 60 papers, h 43
  • Matthew B. Blaschko — 2 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedRevisiting Evaluation Metrics for Semantic Segmentation: Optimization and Evaluation of Fine-grained Intersection over Union

10 citations · 21 across the 16 of their papers we have counts for

collaborators
Showing cs.CLShow all

2 papers · 1 filter

cs.CL2024

FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models

Junyi Zhu, Shuochen Liu, Yu Yu +6

Large language models (LLMs) excel in generating coherent text, but they often struggle with context awareness, leading to inaccuracies in tasks requiring faithful adherence to pro…

cs.CL2024★ 2 cited

Can LLMs Learn by Teaching for Better Reasoning? A Preliminary Study

Xuefei Ning, Zifu Wang, Shiyao Li +7

Teaching to improve student models (e.g., knowledge distillation) is an extensively studied methodology in LLMs. However, for humans, teaching improves not only students but also t…

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