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researcher

Vittal Premachandran

5 papers hereh-index 103.7k citations23 works total

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

author position
  • first author2
  • middle author3

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.CV4
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20122017
most citedUnsupervised learning of object semantic parts from internal states of CNNs by population encoding

37 citations · 57 across the 4 of their papers we have counts for

collaborators
Showing 2015Show all

2 papers · 1 filter

cs.CV2015★ 3 cited

PASCAL Boundaries: A Class-Agnostic Semantic Boundary Dataset

Vittal Premachandran, Boyan Bonev, Alan L. Yuille

In this paper, we address the boundary detection task motivated by the ambiguities in current definition of edge detection. To this end, we generate a large database consisting of…

cs.LG2015★ 37 cited

Unsupervised learning of object semantic parts from internal states of CNNs by population encoding

Jianyu Wang, Zhishuai Zhang, Cihang Xie +2

We address the key question of how object part representations can be found from the internal states of CNNs that are trained for high-level tasks, such as object classification. T…

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