Search Results for author: Jianchao Tan

Found 10 papers, 4 papers with code

Hand-Transformer: Non-Autoregressive Structured Modeling for 3D Hand Pose Estimation

no code implementations ECCV 2020 Lin Huang, Jianchao Tan, Ji Liu, Junsong Yuan

To address this issue, we connect this structured output learning problem with the structured modeling framework in sequence transduction field.

3D Hand Pose Estimation

TNASP: A Transformer-based NAS Predictor with a Self-evolution Framework

no code implementations NeurIPS 2021 Shun Lu, Jixiang Li, Jianchao Tan, Sen yang, Ji Liu

Predictor-based Neural Architecture Search (NAS) continues to be an important topic because it aims to mitigate the time-consuming search procedure of traditional NAS methods.

Neural Architecture Search

GDP: Stabilized Neural Network Pruning via Gates with Differentiable Polarization

no code implementations ICCV 2021 Yi Guo, Huan Yuan, Jianchao Tan, Zhangyang Wang, Sen yang, Ji Liu

During the training process, the polarization effect will drive a subset of gates to smoothly decrease to exact zero, while other gates gradually stay away from zero by a large margin.

Model Compression Network Pruning

Hand Image Understanding via Deep Multi-Task Learning

1 code implementation ICCV 2021 Xiong Zhang, Hongsheng Huang, Jianchao Tan, Hongmin Xu, Cheng Yang, Guozhu Peng, Lei Wang, Ji Liu

To further improve the performance of these tasks, we propose a novel Hand Image Understanding (HIU) framework to extract comprehensive information of the hand object from a single RGB image, by jointly considering the relationships between these tasks.

3D Hand Pose Estimation Multi-Task Learning +1

ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting

5 code implementations ICCV 2021 Xiaohan Ding, Tianxiang Hao, Jianchao Tan, Ji Liu, Jungong Han, Yuchen Guo, Guiguang Ding

Via training with regular SGD on the former but a novel update rule with penalty gradients on the latter, we realize structured sparsity.

Learning Color Compatibility in Fashion Outfits

no code implementations5 Jul 2020 Heming Zhang, Xuewen Yang, Jianchao Tan, Chi-Hao Wu, Jue Wang, C. -C. Jay Kuo

Color compatibility is important for evaluating the compatibility of a fashion outfit, yet it was neglected in previous studies.

graph construction

Cannot find the paper you are looking for? You can Submit a new open access paper.