Priya Goyal | DeepAI

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∙ 02/21/2022

A Self-Supervised Descriptor for Image Copy Detection

Image copy detection is an important task for content moderation. We int...

0 Ed Pizzi, et al. ∙

∙ 02/16/2022

Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision

Discriminative self-supervised learning allows training models on any ra...

70 Priya Goyal, et al. ∙

∙ 02/15/2022

Fairness Indicators for Systematic Assessments of Visual Feature Extractors

Does everyone equally benefit from computer vision systems? Answers to t...

0 Priya Goyal, et al. ∙

∙ 03/02/2021

Self-supervised Pretraining of Visual Features in the Wild

Recently, self-supervised learning methods like MoCo, SimCLR, BYOL and S...

0 Priya Goyal, et al. ∙

∙ 06/17/2020

Unsupervised Learning of Visual Features by Contrasting Cluster Assignments

Unsupervised image representations have significantly reduced the gap wi...

0 Mathilde Caron, et al. ∙

∙ 05/03/2019

Scaling and Benchmarking Self-Supervised Visual Representation Learning

Self-supervised learning aims to learn representations from the data its...

0 Priya Goyal, et al. ∙

∙ 02/13/2018

Tensor Comprehensions: Framework-Agnostic High-Performance Machine Learning Abstractions

Deep learning models with convolutional and recurrent networks are now u...

0 Nicolas Vasilache, et al. ∙

∙ 08/07/2017

Focal Loss for Dense Object Detection

The highest accuracy object detectors to date are based on a two-stage a...

0 Tsung-Yi Lin, et al. ∙

∙ 06/08/2017

Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour

Deep learning thrives with large neural networks and large datasets. How...

0 Priya Goyal, et al. ∙

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