Celia Cintas | DeepAI

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Featured Co-authors

Pin-Yu Chen
183 publications
Kush R. Varshney
68 publications
Payel Das
56 publications
Rameswar Panda
55 publications
Prasanna Sattigeri
44 publications
Matteo Manica
19 publications
Karim Lekadir
17 publications
Kaisar Kushibar
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Daniel Omeiza
12 publications
Komminist Weldemariam
11 publications
Girmaw Abebe Tadesse
11 publications

∙ 08/18/2023

Revisiting Skin Tone Fairness in Dermatological Lesion Classification

Addressing fairness in lesion classification from dermatological images ...

0 Thorsten Kalb, et al. ∙

∙ 01/20/2023

Domain-agnostic and Multi-level Evaluation of Generative Models

While the capabilities of generative models heavily improved in differen...

7 Girmaw Abebe Tadesse, et al. ∙

∙ 03/08/2022

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

Data-centric AI encourages the need of cleaning and understanding of dat...

0 Girmaw Abebe Tadesse, et al. ∙

∙ 05/26/2021

Pattern Detection in the Activation Space for Identifying Synthesized Content

Generative Adversarial Networks (GANs) have recently achieved unpreceden...

0 Celia Cintas, et al. ∙

∙ 05/24/2021

Out-of-Distribution Detection in Dermatology using Input Perturbation and Subset Scanning

Recent advances in deep learning have led to breakthroughs in the develo...

0 Hannah Kim, et al. ∙

∙ 04/01/2021

Towards creativity characterization of generative models via group-based subset scanning

Deep generative models, such as Variational Autoencoders (VAEs), have be...

5 Celia Cintas, et al. ∙

∙ 11/25/2020

Prediction of neonatal mortality in Sub-Saharan African countries using data-level linkage of multiple surveys

Existing datasets available to address crucial problems, such as child m...

0 Girmaw Abebe Tadesse, et al. ∙

∙ 02/13/2020

Identifying Audio Adversarial Examples via Anomalous Pattern Detection

Audio processing models based on deep neural networks are susceptible to...

0 Victor Akinwande, et al. ∙

∙ 11/09/2019

Analyzing Bias in Sensitive Personal Information Used to Train Financial Models

Bias in data can have unintended consequences that propagate to the desi...

0 Reginald Bryant, et al. ∙

∙ 10/29/2019

Estimating Skin Tone and Effects on Classification Performance in Dermatology Datasets

Recent advances in computer vision and deep learning have led to breakth...

36 Newton M. Kinyanjui, et al. ∙

∙ 08/03/2019

Smooth Grad-CAM++: An Enhanced Inference Level Visualization Technique for Deep Convolutional Neural Network Models

Gaining insight into how deep convolutional neural network models perfor...

3 Daniel Omeiza, et al. ∙

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