Search Results for author: Yuchong Yao

Found 3 papers, 0 papers with code

MOMA:Distill from Self-Supervised Teachers

no code implementations4 Feb 2023 Yuchong Yao, Nandakishor Desai, Marimuthu Palaniswami

In this work, we propose MOMA to distill from pre-trained MoCo and MAE in a self-supervised manner to collaborate the knowledge from both paradigms.

Contrastive Learning Representation Learning +2

Masked Contrastive Representation Learning

no code implementations11 Nov 2022 Yuchong Yao, Nandakishor Desai, Marimuthu Palaniswami

This work presents Masked Contrastive Representation Learning (MACRL) for self-supervised visual pre-training.

Contrastive Learning Data Augmentation +1

Conditional Variational Autoencoder with Balanced Pre-training for Generative Adversarial Networks

no code implementations13 Jan 2022 Yuchong Yao, Xiaohui Wangr, Yuanbang Ma, Han Fang, Jiaying Wei, Liyuan Chen, Ali Anaissi, Ali Braytee

The two recent methods, Balancing GAN (BAGAN) and improved BAGAN (BAGAN-GP), are proposed as an augmentation tool to handle this problem and restore the balance to the data.

Image Classification

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