Search Results for author: Adarsh Kappiyath

Found 3 papers, 1 papers with code

DeNetDM: Debiasing by Network Depth Modulation

no code implementations28 Mar 2024 Silpa Vadakkeeveetil Sreelatha, Adarsh Kappiyath, Anjan Dutta

Current approaches to address such biases typically involve utilizing bias annotations, reweighting based on pseudo-bias labels, or enhancing diversity within bias-conflicting data points through augmentation techniques.

Self-supervised Enhancement of Latent Discovery in GANs

no code implementations16 Dec 2021 Silpa Vadakkeeveetil Sreelatha, Adarsh Kappiyath, S Sumitra

Several methods for discovering interpretable directions in the latent space of pre-trained GANs have been proposed.

Attribute Disentanglement +2

Disentanglement based Active Learning

1 code implementation15 Dec 2019 Silpa Vadakkeeveetil Sreelatha, Adarsh Kappiyath, Sumitra S

We propose Disentanglement based Active Learning (DAL), a new active learning technique based on self-supervision which leverages the concept of disentanglement.

Active Learning Disentanglement +1

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