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K. Derpanis

47 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 author42
  • last author5

Across the 47 of 47 papers where every author was matched, so the position is known.

fields
  • cs.CV41
  • cs.LG4
  • cs.NE1
  • eess.IV1

identity via Semantic Scholar / OpenAlex

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

42 citations · 161 across the 34 of their papers we have counts for

collaborators
Showing 2017 · cs.CVShow all

2 papers · 2 filters

cs.CV2017

Segmentation-Aware Convolutional Networks Using Local Attention Masks

Adam W. Harley, Konstantinos G. Derpanis, Iasonas Kokkinos

We introduce an approach to integrate segmentation information within a convolutional neural network (CNN). This counter-acts the tendency of CNNs to smooth information across regi…

cs.CV2017★ 34 cited

6-DoF Object Pose from Semantic Keypoints

Georgios Pavlakos, Xiaowei Zhou, Aaron Chan +2

This paper presents a novel approach to estimating the continuous six degree of freedom (6-DoF) pose (3D translation and rotation) of an object from a single RGB image. The approac…

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