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researcher

Pinar E. Donmez

7 papers hereh-index 171.7k citations43 works total

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

author position
  • first author1
  • middle author5

Across the 6 of 7 papers where every author was matched, so the position is known.

fields
  • cs.CL3
  • cs.CV2
  • cs.LG1
  • cs.SD1

identity via Semantic Scholar / OpenAlex

activity
20102026
most citedUnsupervised Supervised Learning II: Training Margin Based Classifiers without Labels

2 citations · 2 across the 6 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2026

Plan, Watch, Recover: A Benchmark and Architectures for Proactive Procedural Assistance

Kaustav Kundu, Ritvik Shrivastava, Maxim Arap +14

Proactive multimodal assistants must decide when guidance is needed and what to say, while tracking progress through extended procedures and helping users recover when they depart…

cs.CV2020

NoiseRank: Unsupervised Label Noise Reduction with Dependence Models

Karishma Sharma, Pinar Donmez, Enming Luo +2

Label noise is increasingly prevalent in datasets acquired from noisy channels. Existing approaches that detect and remove label noise generally rely on some form of supervision, w…

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