Search Results for author: Nie Lin

Found 4 papers, 2 papers with code

Pre-Training for 3D Hand Pose Estimation with Contrastive Learning on Large-Scale Hand Images in the Wild

no code implementations15 Sep 2024 Nie Lin, Takehiko Ohkawa, Mingfang Zhang, Yifei HUANG, Ryosuke Furuta, Yoichi Sato

Our experiments demonstrate that our method outperforms conventional contrastive learning approaches that produce positive pairs sorely from a single image with data augmentation.

3D Hand Pose Estimation Contrastive Learning +1

Knowledge Condensation Distillation

2 code implementations12 Jul 2022 Chenxin Li, Mingbao Lin, Zhiyuan Ding, Nie Lin, Yihong Zhuang, Yue Huang, Xinghao Ding, Liujuan Cao

Knowledge Distillation (KD) transfers the knowledge from a high-capacity teacher network to strengthen a smaller student.

Knowledge Distillation

EPIC-KITCHENS-100 Unsupervised Domain Adaptation Challenge for Action Recognition 2022: Team HNU-FPV Technical Report

no code implementations7 Jul 2022 Nie Lin, Minjie Cai

Then the global information from videos frames and local information from image patches are processed by an existing video adaptation method, i. e., TA3N, in order to perform feature alignment for the source domain and the target domain.

Action Recognition Unsupervised Domain Adaptation +1

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