Search Results for author: Woo-Young Kang

Found 2 papers, 0 papers with code

Winning the ICCV'2021 VALUE Challenge: Task-aware Ensemble and Transfer Learning with Visual Concepts

no code implementations13 Oct 2021 Minchul Shin, Jonghwan Mun, Kyoung-Woon On, Woo-Young Kang, Gunsoo Han, Eun-Sol Kim

The VALUE (Video-And-Language Understanding Evaluation) benchmark is newly introduced to evaluate and analyze multi-modal representation learning algorithms on three video-and-language tasks: Retrieval, QA, and Captioning.

Model Optimization Representation Learning +2

Discriminative Variational Autoencoder for Continual Learning with Generative Replay

no code implementations25 Sep 2019 Woo-Young Kang, Cheol-Ho Han, Byoung-Tak Zhang

Generative replay (GR) is a method to alleviate catastrophic forgetting in continual learning (CL) by generating previous task data and learning them together with the data from new tasks.

Continual Learning Permuted-MNIST +2

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