Search Results for author: Qucheng Peng

Found 4 papers, 3 papers with code

Source-free Domain Adaptive Human Pose Estimation

1 code implementation ICCV 2023 Qucheng Peng, Ce Zheng, Chen Chen

To this end, we propose a new task, named source-free domain adaptive HPE, which aims to address the challenges of cross-domain learning of HPE without access to source data during the adaptation process.

Contrastive Learning Domain Adaptation +1

GaitSADA: Self-Aligned Domain Adaptation for mmWave Gait Recognition

1 code implementation31 Jan 2023 Ekkasit Pinyoanuntapong, Ayman Ali, Kalvik Jakkala, Pu Wang, Minwoo Lee, Qucheng Peng, Chen Chen, Zhi Sun

mmWave radar-based gait recognition is a novel user identification method that captures human gait biometrics from mmWave radar return signals.

Contrastive Learning Domain Adaptation +1

RAIN: RegulArization on Input and Network for Black-Box Domain Adaptation

no code implementations22 Aug 2022 Qucheng Peng, Zhengming Ding, Lingjuan Lyu, Lichao Sun, Chen Chen

For the input-level, we design a new data augmentation technique as Phase MixUp, which highlights task-relevant objects in the interpolations, thus enhancing input-level regularization and class consistency for target models.

Data Augmentation Self-Knowledge Distillation +1

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