itKD: Interchange Transfer-based Knowledge Distillation for 3D Object Detection

31 May 2022

Papers citing "itKD: Interchange Transfer-based Knowledge Distillation for 3D Object Detection"

20 / 20 papers shown

Title
Reflectance Prediction-based Knowledge Distillation for Robust 3D Object Detection in Compressed Point Clouds Hao Jing Anhong Wang Yifan Zhang Donghan Bu Junhui Hou 3DPC 22 0 0 23 May 2025
Semantic-Supervised Spatial-Temporal Fusion for LiDAR-based 3D Object Detection Chaoqun Wang Xiaobin Hong Wenzhong Li Ruimao Zhang 3DPC 314 0 0 13 Mar 2025
Not All Points Are Equal: Learning Highly Efficient Point-based Detectors for 3D LiDAR Point Clouds Yifan Zhang Qingyong Hu Guoquan Xu Yanxin Ma Jia-Hui Wan Yulan Guo 3DPC 57 268 0 21 Mar 2022
Object DGCNN: 3D Object Detection using Dynamic Graphs Yue Wang Justin Solomon 3DPC 161 103 0 13 Oct 2021
LIGA-Stereo: Learning LiDAR Geometry Aware Representations for Stereo-based 3D Detector Xiaoyang Guo Shaoshuai Shi Xiaogang Wang Hongsheng Li 3DPC 61 107 0 18 Aug 2021
Dynamic Head: Unifying Object Detection Heads with Attentions Xiyang Dai Yinpeng Chen Bin Xiao Dongdong Chen Mengchen Liu Lu Yuan Lei Zhang 31 566 0 15 Jun 2021
SE-SSD: Self-Ensembling Single-Stage Object Detector From Point Cloud Wu Zheng Weiliang Tang Li Jiang Chi-Wing Fu 3DPC 42 324 0 20 Apr 2021
AFDet: Anchor Free One Stage 3D Object Detection Runzhou Ge Zhuangzhuang Ding Yihan Hu Yu Wang Sijia Chen Li Huang Yuan Li 3DPC 43 110 0 23 Jun 2020
Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud Weijing Shi Ragunathan R. Rajkumar 3DPC 183 738 0 02 Mar 2020
HVNet: Hybrid Voxel Network for LiDAR Based 3D Object Detection Maosheng Ye Shuangjie Xu Tongyi Cao 3DPC 29 193 0 29 Feb 2020
StarNet: Targeted Computation for Object Detection in Point Clouds Jiquan Ngiam Benjamin Caine Wei Han Brandon Yang Yuning Chai ... O. Alsharif Patrick Nguyen Zhiwen Chen Jonathon Shlens Vijay Vasudevan 3DPC 45 111 0 29 Aug 2019
STD: Sparse-to-Dense 3D Object Detector for Point Cloud Zetong Yang Yanan Sun Shu Liu Xiaoyong Shen Jiaya Jia 3DPC 53 739 0 22 Jul 2019
nuScenes: A multimodal dataset for autonomous driving Holger Caesar Varun Bankiti Alex H. Lang Sourabh Vora Venice Erin Liong Qiang Xu Anush Krishnan Yuxin Pan G. Baldan Oscar Beijbom 3DPC 210 5,653 0 26 Mar 2019
PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud Shaoshuai Shi Xiaogang Wang Hongsheng Li 3DPC 129 2,392 0 11 Dec 2018
Frustum PointNets for 3D Object Detection from RGB-D Data C. Qi Wen Liu Chenxia Wu Hao Su Leonidas Guibas 3DPC 114 2,257 0 22 Nov 2017
Paying More Attention to Attention: Improving the Performance of Convolutional Neural Networks via Attention Transfer Sergey Zagoruyko N. Komodakis 81 2,561 0 12 Dec 2016
Vote3Deep: Fast Object Detection in 3D Point Clouds Using Efficient Convolutional Neural Networks Martin Engelcke Dushyant Rao Dominic Zeng Wang Chi Hay Tong Ingmar Posner 3DPC 224 520 0 21 Sep 2016
Deep Sliding Shapes for Amodal 3D Object Detection in RGB-D Images Shuran Song Jianxiong Xiao 3DPC 53 679 0 07 Nov 2015
Cyclical Learning Rates for Training Neural Networks L. Smith ODL 74 2,515 0 03 Jun 2015
FitNets: Hints for Thin Deep Nets Adriana Romero Nicolas Ballas Samira Ebrahimi Kahou Antoine Chassang C. Gatta Yoshua Bengio FedML 175 3,862 0 19 Dec 2014