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researcher

C. Cintas

21 papers hereh-index 191.9k citations72 works total

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

author position
  • first author4
  • middle author17

Across the 21 of 21 papers where every author was matched, so the position is known.

fields
  • cs.LG9
  • cs.CV5
  • cs.CL2
  • cs.AI1
  • cs.CR1
  • cs.CY1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedSmooth Grad-CAM++: An Enhanced Inference Level Visualization Technique for Deep Convolutional Neural Network Models

159 citations · 252 across the 21 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.LG2022

Model-free feature selection to facilitate automatic discovery of divergent subgroups in tabular data

Girmaw Abebe Tadesse, William Ogallo, Celia Cintas +1

Data-centric AI encourages the need of cleaning and understanding of data in order to achieve trustworthy AI. Existing technologies, such as AutoML, make it easier to design and tr…

cs.CV2022

Towards Creativity Characterization of Generative Models via Group-based Subset Scanning

Celia Cintas, Payel Das, Brian Quanz +3

Deep generative models, such as Variational Autoencoders (VAEs) and Generative Adversarial Networks (GANs), have been employed widely in computational creativity research. However,…

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