Search Results for author: Kun Su

Found 7 papers, 2 papers with code

Incremental Learning Meets Transfer Learning: Application to Multi-site Prostate MRI Segmentation

no code implementations3 Jun 2022 Chenyu You, Jinlin Xiang, Kun Su, Xiaoran Zhang, Siyuan Dong, John Onofrey, Lawrence Staib, James S. Duncan

Many medical datasets have recently been created for medical image segmentation tasks, and it is natural to question whether we can use them to sequentially train a single model that (1) performs better on all these datasets, and (2) generalizes well and transfers better to the unknown target site domain.

Image Segmentation Incremental Learning +3

How Does it Sound?

no code implementations NeurIPS 2021 Kun Su, Xiulong Liu, Eli Shlizerman

It is often the case that the experience of watching the video can be enhanced by adding a musical soundtrack that is in-sync with the rhythmic features of these activities.

Multi-Instrumentalist Net: Unsupervised Generation of Music from Body Movements

no code implementations7 Dec 2020 Kun Su, Xiulong Liu, Eli Shlizerman

We propose a novel system that takes as an input body movements of a musician playing a musical instrument and generates music in an unsupervised setting.

Disentanglement Music Generation

Audeo: Audio Generation for a Silent Performance Video

1 code implementation NeurIPS 2020 Kun Su, Xiulong Liu, Eli Shlizerman

We present a novel system that gets as an input video frames of a musician playing the piano and generates the music for that video.

Audio Generation Video Generation

BI-MAML: Balanced Incremental Approach for Meta Learning

no code implementations12 Jun 2020 Yang Zheng, Jinlin Xiang, Kun Su, Eli Shlizerman

The balanced learning strategy enables BI-MAML to both outperform other state-of-the-art models in terms of classification accuracy for existing tasks and also accomplish efficient adaption to similar new tasks with less required shots.

General Classification Image Classification +1

PREDICT & CLUSTER: Unsupervised Skeleton Based Action Recognition

1 code implementation CVPR 2020 Kun Su, Xiulong Liu, Eli Shlizerman

Given inputs of body keypoints sequences obtained during various movements, our system associates the sequences with actions.

Action Recognition Skeleton Based Action Recognition +1

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