PointDistiller: Structured Knowledge Distillation Towards Efficient and
Compact 3D Detection

PointDistiller: Structured Knowledge Distillation Towards Efficient and Compact 3D Detection

23 May 2022

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Papers citing "PointDistiller: Structured Knowledge Distillation Towards Efficient and Compact 3D Detection"

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Title
Reflectance Prediction-based Knowledge Distillation for Robust 3D Object Detection in Compressed Point Clouds Hao Jing Anhong Wang Yifan Zhang Donghan Bu Xianqiang Lyu 3DPC 63 0 0 23 May 2025
S3PT: Scene Semantics and Structure Guided Clustering to Boost Self-Supervised Pre-Training for Autonomous Driving Maciej K. Wozniak Hariprasath Govindarajan Marvin Klingner Camille Maurice B Ravi Kiran S. Yogamani 3DPC 165 2 0 30 Oct 2024
DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation Yuang Peng Yuxin Cui Haomiao Tang Zekun Qi Runpei Dong Jing Bai Chunrui Han Zheng Ge Xiangyu Zhang Shu-Tao Xia EGVM 211 48 0 24 Jun 2024
CKD: Contrastive Knowledge Distillation from A Sample-wise Perspective Wencheng Zhu Xin Zhou Pengfei Zhu Yu Wang Qinghua Hu VLM 152 1 0 22 Apr 2024
RadarDistill: Boosting Radar-based Object Detection Performance via Knowledge Distillation from LiDAR Features Geonho Bang Kwangjin Choi Jisong Kim Dongsuk Kum Jun Won Choi 125 16 0 08 Mar 2024
MonoSKD: General Distillation Framework for Monocular 3D Object Detection via Spearman Correlation Coefficient Sen Wang Jin Zheng 102 3 0 17 Oct 2023
Geometric-aware Pretraining for Vision-centric 3D Object Detection Linyan Huang Huijie Wang J. Zeng Shengchuan Zhang Liujuan Cao Junchi Yan Hongyang Li 3DPC 150 9 0 06 Apr 2023
Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning? Runpei Dong Zekun Qi Linfeng Zhang Junbo Zhang Jian‐Yuan Sun Zheng Ge Li Yi Kaisheng Ma ViT 3DPC 117 101 0 16 Dec 2022
Structured Knowledge Distillation Towards Efficient and Compact Multi-View 3D Detection Linfeng Zhang Yukang Shi Hung-Shuo Tai Zhipeng Zhang Yuan He Ke Wang Kaisheng Ma 89 2 0 14 Nov 2022
Label-Guided Auxiliary Training Improves 3D Object Detector Yaomin Huang Xinmei Liu Yichen Zhu Zhiyuan Xu Yaxin Peng Zhengping Che Guixu Zhang Chaomin Shen Feifei Feng Jian Tang 3DPC 86 12 0 24 Jul 2022
Contrastive Representation Distillation Yonglong Tian Dilip Krishnan Phillip Isola 380 1,069 0 23 Oct 2019