Search Results for author: Sunwon Hong

Found 3 papers, 2 papers with code

DisCoHead: Audio-and-Video-Driven Talking Head Generation by Disentangled Control of Head Pose and Facial Expressions

1 code implementation14 Mar 2023 Geumbyeol Hwang, Sunwon Hong, SeungHyun Lee, Sungwoo Park, Gyeongsu Chae

We enhance the efficiency of DisCoHead by integrating a dense motion estimator and the encoder of a generator which are originally separate modules.

Talking Head Generation

New Insights for the Stability-Plasticity Dilemma in Online Continual Learning

1 code implementation17 Feb 2023 Dahuin Jung, Dongjin Lee, Sunwon Hong, Hyemi Jang, Ho Bae, Sungroh Yoon

The aim of continual learning is to learn new tasks continuously (i. e., plasticity) without forgetting previously learned knowledge from old tasks (i. e., stability).

Continual Learning

Rebalancing Batch Normalization for Exemplar-based Class-Incremental Learning

no code implementations CVPR 2023 Sungmin Cha, Sungjun Cho, Dasol Hwang, Sunwon Hong, Moontae Lee, Taesup Moon

The main reason for the ineffectiveness of their method lies in not fully addressing the data imbalance issue, especially in computing the gradients for learning the affine transformation parameters of BN.

Class Incremental Learning Incremental Learning

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