Search Results for author: Taisong Jin

Found 6 papers, 2 papers with code

DiffuMatting: Synthesizing Arbitrary Objects with Matting-level Annotation

no code implementations10 Mar 2024 Xiaobin Hu, Xu Peng, Donghao Luo, Xiaozhong Ji, Jinlong Peng, Zhengkai Jiang, Jiangning Zhang, Taisong Jin, Chengjie Wang, Rongrong Ji

Our DiffuMatting shows several potential applications (e. g., matting-data generator, community-friendly art design and controllable generation).

Image Matting Object

A Unified Framework for 3D Point Cloud Visual Grounding

1 code implementation23 Aug 2023 Haojia Lin, Yongdong Luo, Xiawu Zheng, Lijiang Li, Fei Chao, Taisong Jin, Donghao Luo, Yan Wang, Liujuan Cao, Rongrong Ji

This elaborate design enables 3DRefTR to achieve both well-performing 3DRES and 3DREC capacities with only a 6% additional latency compared to the original 3DREC model.

Referring Expression Referring Expression Comprehension +1

CSMPQ:Class Separability Based Mixed-Precision Quantization

no code implementations20 Dec 2022 Mingkai Wang, Taisong Jin, Miaohui Zhang, Zhengtao Yu

Mixed-precision quantization has received increasing attention for its capability of reducing the computational burden and speeding up the inference time.

Quantization

OMPQ: Orthogonal Mixed Precision Quantization

1 code implementation16 Sep 2021 Yuexiao Ma, Taisong Jin, Xiawu Zheng, Yan Wang, Huixia Li, Yongjian Wu, Guannan Jiang, Wei zhang, Rongrong Ji

Instead of solving a problem of the original integer programming, we propose to optimize a proxy metric, the concept of network orthogonality, which is highly correlated with the loss of the integer programming but also easy to optimize with linear programming.

AutoML Quantization

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