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

25 April 2022

Zhijian Liu

Song Han

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

24 / 24 papers shown

Title
Optimizing Edge AI: A Comprehensive Survey on Data, Model, and System Strategies Xubin Wang Weijia Jia 36 0 0 08 Jan 2025
Efficient Deep Learning Infrastructures for Embedded Computing Systems: A Comprehensive Survey and Future Envision Xiangzhong Luo Di Liu Hao Kong Shuo Huai Hui Chen Guochu Xiong Weichen Liu 31 2 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 36 0 0 16 May 2024
TorchSparse++: Efficient Training and Inference Framework for Sparse Convolution on GPUs Haotian Tang Shang Yang Zhijian Liu Ke Hong Zhongming Yu Xiuyu Li Guohao Dai Yu Wang Song Han 57 21 0 25 Oct 2023
Comparative study of subset selection methods for rapid prototyping of 3D object detection algorithms K. Lis T. Kryjak 3DPC 38 0 0 30 Jun 2023
PillarNeXt: Rethinking Network Designs for 3D Object Detection in LiDAR Point Clouds Jin-Yang Li Chenxu Luo Xiaodong Yang 3DPC 24 81 0 08 May 2023
SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution Vision Transformer Xuanyao Chen Zhijian Liu Haotian Tang Li Yi Hang Zhao Song Han ViT 26 46 0 30 Mar 2023
CurveCloudNet: Processing Point Clouds with 1D Structure Colton Stearns Davis Rempe Jiateng Liu Alex Fu Sebastien Mascha Jeong Joon Park Despoina Paschalidou Leonidas J. Guibas 3DPC 13 1 0 21 Mar 2023
ProxyFormer: Proxy Alignment Assisted Point Cloud Completion with Missing Part Sensitive Transformer Shanshan Li Pan Gao Xiaoyang Tan Mingqiang Wei ViT 3DPC 29 44 0 28 Feb 2023
FlatFormer: Flattened Window Attention for Efficient Point Cloud Transformer Zhijian Liu Xinyu Yang Haotian Tang Shang Yang Song Han 29 64 0 20 Jan 2023
Point-Voxel Adaptive Feature Abstraction for Robust Point Cloud Classification Lifa Zhu Changwei Lin Cheng Zheng Ninghua Yang 3DPC 45 3 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 26 9 0 26 Oct 2022
Extensible Proxy for Efficient NAS Yuhong Li Jiajie Li Cong Han P. Li Jinjun Xiong De-huai Chen 18 1 0 17 Oct 2022
Learning to Generate Realistic LiDAR Point Clouds Vlas Zyrianov Xiyue Zhu Shenlong Wang 3DPC DiffM 80 58 0 08 Sep 2022
BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation Zhijian Liu Haotian Tang Alexander Amini Xinyu Yang Huizi Mao Daniela Rus Song Han 61 872 0 26 May 2022
Enable Deep Learning on Mobile Devices: Methods, Systems, and Applications Han Cai Ji Lin Yujun Lin Zhijian Liu Haotian Tang Hanrui Wang Ligeng Zhu Song Han 24 107 0 25 Apr 2022
TorchSparse: Efficient Point Cloud Inference Engine Haotian Tang Zhijian Liu Xiuyu Li Yujun Lin Song Han 3DPC 19 97 0 21 Apr 2022
NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications Tien-Ju Yang Andrew G. Howard Bo Chen Xiao Zhang Alec Go Mark Sandler Vivienne Sze Hartwig Adam 90 515 0 09 Apr 2018
SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters Yifan Xu Tianqi Fan Mingye Xu Long Zeng Yu Qiao 3DV 3DPC 152 769 0 30 Mar 2018
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 950 20,567 0 17 Apr 2017
Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights Aojun Zhou Anbang Yao Yiwen Guo Lin Xu Yurong Chen MQ 331 1,049 0 10 Feb 2017
Joint 2D-3D-Semantic Data for Indoor Scene Understanding Iro Armeni S. Sax Amir Zamir Silvio Savarese 3DV 3DPC 115 876 0 03 Feb 2017
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 222 14,103 0 02 Dec 2016
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 271 5,329 0 05 Nov 2016