PVNAS: 3D Neural Architecture Search with Point-Voxel Convolution

v1v2 (latest)

PVNAS: 3D Neural Architecture Search with Point-Voxel Convolution

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021

25 April 2022

Zhijian Liu

Song Han

ArXiv (abs)PDF HTML

Papers citing "PVNAS: 3D Neural Architecture Search with Point-Voxel Convolution"

19 / 19 papers shown

Title
LiSTAR: Ray-Centric World Models for 4D LiDAR Sequences in Autonomous Driving Pei Liu Songtao Wang Lang Zhang Xingyue Peng Yuandong Lyu ... Weiliang Ma Xueyang Zhang Yifei Zhan Xianpeng Lang Jun Ma SyDa 300 0 0 20 Nov 2025
Querying Autonomous Vehicle Point Clouds: Enhanced by 3D Object Counting with CounterNet Xiaoyu Zhang Zhifeng Bao Hai Dong Ziwei Wang Jiajun Liu 3DPC 156 0 0 25 Jul 2025
Cognitive Edge Computing: A Comprehensive Survey on Optimizing Large Models and AI Agents for Pervasive DeploymentInternational Conference on Artificial Neural Networks (ICANN), 2025 Xubin Wang Weijia Jia Weijia Jia 441 20 0 04 Jan 2025
Efficient Deep Learning Infrastructures for Embedded Computing Systems: A Comprehensive Survey and Future EnvisionACM Transactions on Embedded Computing Systems (TECS), 2024 Xiangzhong Luo Di Liu Hao Kong Shuo Huai Hui Chen Guochu Xiong Weichen Liu 174 13 0 03 Nov 2024
PillarNeXt: Improving the 3D detector by introducing Voxel2Pillar feature encoding and extracting multi-scale features Xusheng Li Chengliang Wang Shumao Wang Zhuo Zeng Ji Liu 3DPC 298 0 0 16 May 2024
TorchSparse++: Efficient Training and Inference Framework for Sparse Convolution on GPUsMicro (MICRO), 2023 Haotian Tang Shang Yang Zhijian Liu Ke Hong Zhongming Yu Xiuyu Li Guohao Dai Yu Wang Song Han 175 48 0 25 Oct 2023
Comparative study of subset selection methods for rapid prototyping of 3D object detection algorithmsInternational Conference on Methods & Models in Automation & Robotics (MMAR), 2023 K. Lis T. Kryjak 3DPC 147 0 0 30 Jun 2023
PillarNeXt: Rethinking Network Designs for 3D Object Detection in LiDAR Point CloudsComputer Vision and Pattern Recognition (CVPR), 2023 Jin-Yang Li Chenxu Luo Xiaodong Yang 3DPC 285 129 0 08 May 2023
SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution Vision TransformerComputer Vision and Pattern Recognition (CVPR), 2023 Xuanyao Chen Zhijian Liu Haotian Tang Li Yi Hang Zhao Song Han ViT 319 68 0 30 Mar 2023
CurveCloudNet: Processing Point Clouds with 1D StructureComputer Vision and Pattern Recognition (CVPR), 2023 Jiahui Lei Davis Rempe Jiateng Liu Alex Fu Sebastien Mascha Jeong Joon Park Despoina Paschalidou Leonidas Guibas 3DPC 289 4 0 21 Mar 2023
ProxyFormer: Proxy Alignment Assisted Point Cloud Completion with Missing Part Sensitive TransformerComputer Vision and Pattern Recognition (CVPR), 2023 Shanshan Li Pan Gao Xiaoyang Tan Mingqiang Wei ViT 3DPC 218 74 0 28 Feb 2023
FlatFormer: Flattened Window Attention for Efficient Point Cloud TransformerComputer Vision and Pattern Recognition (CVPR), 2023 Zhijian Liu Xinyu Yang Haotian Tang Shang Yang Song Han 232 102 0 20 Jan 2023
Point-Voxel Adaptive Feature Abstraction for Robust Point Cloud Classification Lifa Zhu Changwei Lin Cheng Zheng Ninghua Yang 3DPC 203 4 0 27 Oct 2022
Analyzing Deep Learning Representations of Point Clouds for Real-Time In-Vehicle LiDAR Perception Marc Uecker Tobias Fleck Marcel Pflugfelder J. Marius Zöllner 3DPC 192 10 0 26 Oct 2022
Extensible Proxy for Efficient NAS Yuhong Li Jiajie Li Cong Han P. Li Jinjun Xiong De-huai Chen 107 1 0 17 Oct 2022
Learning to Generate Realistic LiDAR Point CloudsEuropean Conference on Computer Vision (ECCV), 2022 Vlas Zyrianov Xiyue Zhu Shenlong Wang 3DPC DiffM 350 95 0 08 Sep 2022
BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View RepresentationIEEE International Conference on Robotics and Automation (ICRA), 2022 Zhijian Liu Haotian Tang Alexander Amini Xinyu Yang Huizi Mao Daniela Rus Song Han 528 1,234 0 26 May 2022
Enable Deep Learning on Mobile Devices: Methods, Systems, and Applications Han Cai Ji Lin Chengyue Wu Zhijian Liu Haotian Tang Hanrui Wang Ligeng Zhu Song Han 226 132 0 25 Apr 2022
TorchSparse: Efficient Point Cloud Inference EngineConference on Machine Learning and Systems (MLSys), 2022 Haotian Tang Zhijian Liu Xiuyu Li Chengyue Wu Song Han 3DPC 145 127 0 21 Apr 2022