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P. A. Mansfield

3 papers hereh-index 106.5k citations19 works total

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

author position
  • first author1
  • middle author2

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

fields
  • cs.CV2
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20182021
most citedLinks: A High-Dimensional Online Clustering Method

13 citations · 19 across the 2 of their papers we have counts for

collaborators

3 papers

cs.CV2021★ 6 cited

Camera View Adjustment Prediction for Improving Image Composition

Yu-Chuan Su, Raviteja Vemulapalli, Ben Weiss +4

Image composition plays an important role in the quality of a photo. However, not every camera user possesses the knowledge and expertise required for capturing well-composed photo…

cs.CV2020

Contrastive Learning for Label-Efficient Semantic Segmentation

Xiangyun Zhao, Raviteja Vemulapalli, Philip Mansfield +4

Collecting labeled data for the task of semantic segmentation is expensive and time-consuming, as it requires dense pixel-level annotations. While recent Convolutional Neural Netwo…

stat.ML2018★ 13 cited

Links: A High-Dimensional Online Clustering Method

Philip Andrew Mansfield, Quan Wang, Carlton Downey +2

We present a novel algorithm, called Links, designed to perform online clustering on unit vectors in a high-dimensional Euclidean space. The algorithm is appropriate when it is nec…

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