Alert button
Picture for Xinzhu Ma

Xinzhu Ma

Alert button

Retraining-free Model Quantization via One-Shot Weight-Coupling Learning

Jan 03, 2024
Chen Tang, Yuan Meng, Jiacheng Jiang, Shuzhao Xie, Rongwei Lu, Xinzhu Ma, Zhi Wang, Wenwu Zhu

Viaarxiv icon

GUPNet++: Geometry Uncertainty Propagation Network for Monocular 3D Object Detection

Oct 24, 2023
Yan Lu, Xinzhu Ma, Lei Yang, Tianzhu Zhang, Yating Liu, Qi Chu, Tong He, Yonghui Li, Wanli Ouyang

Figure 1 for GUPNet++: Geometry Uncertainty Propagation Network for Monocular 3D Object Detection
Figure 2 for GUPNet++: Geometry Uncertainty Propagation Network for Monocular 3D Object Detection
Figure 3 for GUPNet++: Geometry Uncertainty Propagation Network for Monocular 3D Object Detection
Figure 4 for GUPNet++: Geometry Uncertainty Propagation Network for Monocular 3D Object Detection
Viaarxiv icon

Rethinking the BERT-like Pretraining for DNA Sequences

Oct 12, 2023
Chaoqi Liang, Weiqiang Bai, Lifeng Qiao, Yuchen Ren, Jianle Sun, Peng Ye, Hongliang Yan, Xinzhu Ma, Wangmeng Zuo, Wanli Ouyang

Figure 1 for Rethinking the BERT-like Pretraining for DNA Sequences
Figure 2 for Rethinking the BERT-like Pretraining for DNA Sequences
Figure 3 for Rethinking the BERT-like Pretraining for DNA Sequences
Figure 4 for Rethinking the BERT-like Pretraining for DNA Sequences
Viaarxiv icon

Towards Fair and Comprehensive Comparisons for Image-Based 3D Object Detection

Oct 11, 2023
Xinzhu Ma, Yongtao Wang, Yinmin Zhang, Zhiyi Xia, Yuan Meng, Zhihui Wang, Haojie Li, Wanli Ouyang

Figure 1 for Towards Fair and Comprehensive Comparisons for Image-Based 3D Object Detection
Figure 2 for Towards Fair and Comprehensive Comparisons for Image-Based 3D Object Detection
Figure 3 for Towards Fair and Comprehensive Comparisons for Image-Based 3D Object Detection
Figure 4 for Towards Fair and Comprehensive Comparisons for Image-Based 3D Object Detection
Viaarxiv icon

An Empirical Study of Pseudo-Labeling for Image-based 3D Object Detection

Aug 15, 2022
Xinzhu Ma, Yuan Meng, Yinmin Zhang, Lei Bai, Jun Hou, Shuai Yi, Wanli Ouyang

Figure 1 for An Empirical Study of Pseudo-Labeling for Image-based 3D Object Detection
Figure 2 for An Empirical Study of Pseudo-Labeling for Image-based 3D Object Detection
Figure 3 for An Empirical Study of Pseudo-Labeling for Image-based 3D Object Detection
Figure 4 for An Empirical Study of Pseudo-Labeling for Image-based 3D Object Detection
Viaarxiv icon

Better Teacher Better Student: Dynamic Prior Knowledge for Knowledge Distillation

Jun 14, 2022
Zengyu Qiu, Xinzhu Ma, Kunlin Yang, Chunya Liu, Jun Hou, Shuai Yi, Wanli Ouyang

Figure 1 for Better Teacher Better Student: Dynamic Prior Knowledge for Knowledge Distillation
Figure 2 for Better Teacher Better Student: Dynamic Prior Knowledge for Knowledge Distillation
Figure 3 for Better Teacher Better Student: Dynamic Prior Knowledge for Knowledge Distillation
Figure 4 for Better Teacher Better Student: Dynamic Prior Knowledge for Knowledge Distillation
Viaarxiv icon

3D Object Detection from Images for Autonomous Driving: A Survey

Feb 12, 2022
Xinzhu Ma, Wanli Ouyang, Andrea Simonelli, Elisa Ricci

Figure 1 for 3D Object Detection from Images for Autonomous Driving: A Survey
Figure 2 for 3D Object Detection from Images for Autonomous Driving: A Survey
Figure 3 for 3D Object Detection from Images for Autonomous Driving: A Survey
Figure 4 for 3D Object Detection from Images for Autonomous Driving: A Survey
Viaarxiv icon

MonoDistill: Learning Spatial Features for Monocular 3D Object Detection

Jan 26, 2022
Zhiyu Chong, Xinzhu Ma, Hong Zhang, Yuxin Yue, Haojie Li, Zhihui Wang, Wanli Ouyang

Figure 1 for MonoDistill: Learning Spatial Features for Monocular 3D Object Detection
Figure 2 for MonoDistill: Learning Spatial Features for Monocular 3D Object Detection
Figure 3 for MonoDistill: Learning Spatial Features for Monocular 3D Object Detection
Figure 4 for MonoDistill: Learning Spatial Features for Monocular 3D Object Detection
Viaarxiv icon