Search Results for author: Sijie Song

Found 8 papers, 2 papers with code

MS$^2$L: Multi-Task Self-Supervised Learning for Skeleton Based Action Recognition

1 code implementation12 Oct 2020 Lilang Lin, Sijie Song, Wenhan Yan, Jiaying Liu

To realize this goal, we integrate motion prediction, jigsaw puzzle recognition, and contrastive learning to learn skeleton features from different aspects.

Action Recognition Contrastive Learning +4

Fashion Meets Computer Vision: A Survey

no code implementations31 Mar 2020 Wen-Huang Cheng, Sijie Song, Chieh-Yun Chen, Shintami Chusnul Hidayati, Jiaying Liu

Fashion is the way we present ourselves to the world and has become one of the world's largest industries.

Attribute Fashion Synthesis +2

Modality Compensation Network: Cross-Modal Adaptation for Action Recognition

no code implementations31 Jan 2020 Sijie Song, Jiaying Liu, Yanghao Li, Zongming Guo

In this work, we propose a Modality Compensation Network (MCN) to explore the relationships of different modalities, and boost the representations for human action recognition.

Action Recognition Optical Flow Estimation +2

Unsupervised Person Image Generation with Semantic Parsing Transformation

1 code implementation CVPR 2019 Sijie Song, Wei zhang, Jiaying Liu, Tao Mei

Firstly, a semantic generative network is proposed to transform between semantic parsing maps, in order to simplify the non-rigid deformation learning.

Image Generation Image Manipulation +1

PKU-MMD: A Large Scale Benchmark for Continuous Multi-Modal Human Action Understanding

no code implementations22 Mar 2017 Chunhui Liu, Yueyu Hu, Yanghao Li, Sijie Song, Jiaying Liu

Despite the fact that many 3D human activity benchmarks being proposed, most existing action datasets focus on the action recognition tasks for the segmented videos.

Action Detection Action Recognition +2

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