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K. Derpanis

60 papers hereh-index 427.8k citations118 works total

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

author position
  • middle author50
  • last author9

Across the 59 of 60 papers where every author was matched, so the position is known.

fields
  • cs.CV53
  • cs.LG4
  • cs.NE1
  • cs.SE1
  • eess.IV1

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedPosition, Padding and Predictions: A Deeper Look at Position Information in CNNs

42 citations · 315 across the 51 of their papers we have counts for

collaborators
Showing 2016 · cs.CVShow all

2 papers · 2 filters

cs.CV2016★ 15 cited

Coarse-to-Fine Volumetric Prediction for Single-Image 3D Human Pose

Georgios Pavlakos, Xiaowei Zhou, Konstantinos G. Derpanis +1

This paper addresses the challenge of 3D human pose estimation from a single color image. Despite the general success of the end-to-end learning paradigm, top performing approaches…

cs.CV2016★ 27 cited

Back to Basics: Unsupervised Learning of Optical Flow via Brightness Constancy and Motion Smoothness

Jason J. Yu, Adam W. Harley, Konstantinos G. Derpanis

Recently, convolutional networks (convnets) have proven useful for predicting optical flow. Much of this success is predicated on the availability of large datasets that require ex…

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