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Tarun Krishna

2 accepted papers

2024

An accurate detection is not all you need to combat label noise in web-noisy datasets

ECCV 2024poster

"Training a classifier on web-crawled data demands learning algorithms that are robust to annotation errors and irrelevant examples. This paper builds upon the recent empirical observation that applying unsupervised contrastive learning to noisy, web-crawled datasets yields a feature representation…

2021

Rethinking 360deg Image Visual Attention Modelling With Unsupervised Learning.

ICCV 2021poster

Despite the success of self-supervised representation learning on planar data, to date it has not been studied on 360deg images. In this paper, we extend recent advances in contrastive learning to learn latent representations that are sufficiently invariant to be highly effective for spherical salie…

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