Multi-Frame to Single-Frame: Knowledge Distillation for 3D Object
Detection

Multi-Frame to Single-Frame: Knowledge Distillation for 3D Object Detection

24 September 2020

Yue Wang

Jiajun Wu

Thomas Funkhouser

Papers citing "Multi-Frame to Single-Frame: Knowledge Distillation for 3D Object Detection"

9 / 9 papers shown

Title
Semantic-Supervised Spatial-Temporal Fusion for LiDAR-based 3D Object Detection Chaoqun Wang Xiaobin Hong Wenzhong Li Ruimao Zhang 3DPC 153 0 0 13 Mar 2025
Sparse2Dense: Learning to Densify 3D Features for 3D Object Detection Tianyu Wang Xiaowei Hu Zhengzhe Liu Chi-Wing Fu 3DPC 27 16 0 23 Nov 2022
Paint and Distill: Boosting 3D Object Detection with Semantic Passing Network Bo Ju Zhikang Zou Xiaoqing Ye Minyue Jiang Xiao Tan Errui Ding Jingdong Wang 3DPC 18 11 0 12 Jul 2022
Boosting Single-Frame 3D Object Detection by Simulating Multi-Frame Point Clouds Wu Zheng Li Jiang Fanbin Lu Yangyang Ye Chi-Wing Fu 3DPC ObjD 36 9 0 03 Jul 2022
Towards Efficient 3D Object Detection with Knowledge Distillation Jihan Yang Shaoshuai Shi Runyu Ding Zhe Wang Xiaojuan Qi 114 46 0 30 May 2022
PointDistiller: Structured Knowledge Distillation Towards Efficient and Compact 3D Detection Linfeng Zhang Runpei Dong Hung-Shuo Tai Kaisheng Ma 3DPC 72 47 0 23 May 2022
Learning Distilled Collaboration Graph for Multi-Agent Perception Yiming Li Shunli Ren Pengxiang Wu Siheng Chen Chen Feng Wenjun Zhang 27 237 0 01 Nov 2021
Object DGCNN: 3D Object Detection using Dynamic Graphs Yue Wang Justin Solomon 3DPC 157 104 0 13 Oct 2021
Pseudo-labeling for Scalable 3D Object Detection Benjamin Caine Rebecca Roelofs Vijay Vasudevan Jiquan Ngiam Yuning Chai Z. Chen Jonathon Shlens 34 41 0 02 Mar 2021