PointAugment: an Auto-Augmentation Framework for Point Cloud Classification

25 February 2020

Pheng-Ann Heng

Papers citing "PointAugment: an Auto-Augmentation Framework for Point Cloud Classification"

50 / 59 papers shown

Title
A Review of 3D Object Detection with Vision-Language Models Ranjan Sapkota Konstantinos I Roumeliotis Rahul Harsha Cheppally Marco Flores Calero Manoj Karkee VLM 74 2 0 25 Apr 2025
Generalized Few-shot 3D Point Cloud Segmentation with Vision-Language Model Zhaochong An Guolei Sun Yun Liu Runjia Li Junlin Han Ender Konukoglu Serge J. Belongie VLM 59 0 0 20 Mar 2025
Dual-Domain Homogeneous Fusion with Cross-Modal Mamba and Progressive Decoder for 3D Object Detection Xuzhong Hu Zaipeng Duan Pei An Jun zhang Jie Ma 3DPC 92 0 0 12 Mar 2025
MaskBEV: Towards A Unified Framework for BEV Detection and Map Segmentation Xiao Zhao Xukun Zhang Dingkang Yang Mingyang Sun Mingcheng Li Shunli Wang Lihua Zhang MoE 42 1 0 17 Aug 2024
Benchmarking tree species classification from proximally-sensed laser scanning data: introducing the FOR-species20K dataset Stefano Puliti E. Lines Jana Mullerová Julian Frey Zoe Schindler ... Chris Hopkinson C. Torresan Enrico Tomelleri Hannah Weiser R. Astrup 27 5 0 12 Aug 2024
PointMT: Efficient Point Cloud Analysis with Hybrid MLP-Transformer Architecture Qiang Zheng Chao Zhang Jian Sun 30 1 0 10 Aug 2024
Hardness-Aware Scene Synthesis for Semi-Supervised 3D Object Detection Shuai Zeng Wenzhao Zheng Jiwen Lu Haibin Yan 3DPC 23 1 0 27 May 2024
Test-Time Augmentation for 3D Point Cloud Classification and Segmentation Tuan-Anh Vu Srinjay Sarkar Zhiyuan Zhang Binh-Son Hua Sai-Kit Yeung 3DPC 29 1 0 22 Nov 2023
Learning-Based Biharmonic Augmentation for Point Cloud Classification Jiacheng Wei Guosheng Lin Henghui Ding Jie Hu Kim-Hui Yap 3DPC 12 0 0 10 Nov 2023
Model2Scene: Learning 3D Scene Representation via Contrastive Language-CAD Models Pre-training Runnan Chen Xinge Zhu Nenglun Chen Dawei Wang Wei Li Yuexin Ma Ruigang Yang Tongliang Liu Wenping Wang 3DPC SSL 19 3 0 29 Sep 2023
Sample-adaptive Augmentation for Point Cloud Recognition Against Real-world Corruptions Jie Wang Lihe Ding Tingfa Xu Shaocong Dong Xinli Xu Long Bai Jianan Li 3DPC 28 5 0 19 Sep 2023
When to Learn What: Model-Adaptive Data Augmentation Curriculum Chengkai Hou Jieyu Zhang Tianyi Zhou 27 15 0 09 Sep 2023
Advancements in Point Cloud Data Augmentation for Deep Learning: A Survey Qinfeng Zhu Lei Fan Ningxin Weng 3DPC 21 34 0 23 Aug 2023
A Survey of Label-Efficient Deep Learning for 3D Point Clouds Aoran Xiao Xiaoqin Zhang Ling Shao Shijian Lu 3DPC 36 18 0 31 May 2023
Fusion is Not Enough: Single Modal Attacks on Fusion Models for 3D Object Detection Zhiyuan Cheng Hongjun Choi James Liang Shiwei Feng Guanhong Tao Dongfang Liu Michael Zuzak Xiangyu Zhang AAML 17 11 0 28 Apr 2023
GPr-Net: Geometric Prototypical Network for Point Cloud Few-Shot Learning Tejas Anvekar Dena Bazazian 3DPC 21 8 0 12 Apr 2023
A Closer Look at Few-Shot 3D Point Cloud Classification Chuangguan Ye Hongyuan Zhu Bo-Wen Zhang Tao Chen 3DPC 19 15 0 31 Mar 2023
Parametric Surface Constrained Upsampler Network for Point Cloud Pingping Cai Zhenyao Wu Xinyi Wu Song Wang 3DPC 30 5 0 14 Mar 2023
PointPatchMix: Point Cloud Mixing with Patch Scoring Yi Wang Jiaze Wang Jinpeng Li Zixu Zhao Guangyong Chen Anfeng Liu Pheng-Ann Heng 3DPC 22 7 0 12 Mar 2023
Few-Shot Point Cloud Semantic Segmentation via Contrastive Self-Supervision and Multi-Resolution Attention Jiahui Wang H. Zhu Haoren Guo Abdullah Al Mamun Cheng Xiang T. Lee 3DPC 20 12 0 21 Feb 2023
Learning Object-level Point Augmentor for Semi-supervised 3D Object Detection Cheng-Ju Ho Chen-Hsuan Tai Yi-Hsuan Tsai Yen-Yu Lin Ming-Hsuan Yang 3DPC 24 3 0 19 Dec 2022
Context-Aware Data Augmentation for LIDAR 3D Object Detection Xu Hu Zaipeng Duan Jie Ma 3DPC 11 6 0 20 Nov 2022
LidarAugment: Searching for Scalable 3D LiDAR Data Augmentations Zhaoqi Leng Guowang Li Chenxi Liu E. D. Cubuk Pei Sun Tong He Drago Anguelov Mingxing Tan 3DPC 33 9 0 24 Oct 2022
PseudoAugment: Learning to Use Unlabeled Data for Data Augmentation in Point Clouds Zhaoqi Leng Shuyang Cheng Benjamin Caine Weiyue Wang Xiao Zhang Jonathon Shlens Mingxing Tan Drago Anguelov 3DPC 28 14 0 24 Oct 2022
SageMix: Saliency-Guided Mixup for Point Clouds S. Lee Minkyu Jeon In-Ho Kim Yunyang Xiong Hyunwoo J. Kim 3DPC 29 27 0 13 Oct 2022
PolarMix: A General Data Augmentation Technique for LiDAR Point Clouds Aoran Xiao Jiaxing Huang Dayan Guan Kaiwen Cui Shijian Lu Ling Shao 3DPC 12 85 0 30 Jul 2022
Dual Adaptive Transformations for Weakly Supervised Point Cloud Segmentation Zhonghua Wu Yicheng Wu Guosheng Lin Jianfei Cai Chen Qian 3DPC 22 23 0 19 Jul 2022
Self-Supervised Text Erasing with Controllable Image Synthesis Gangwei Jiang Shiyao Wang T. Ge Yuning Jiang Ying Wei Defu Lian DiffM 16 12 0 27 Apr 2022
Semi-supervised 3D shape segmentation with multilevel consistency and part substitution Chun-Yu Sun Yu-Qi Yang Haoxiang Guo Peng-Shuai Wang Xin Tong Yang Liu H. Shum 3DV 3DPC 20 12 0 19 Apr 2022
Towards 3D Scene Understanding by Referring Synthetic Models Runnan Chen Xinge Zhu Nenglun Chen Dawei Wang Wei Li Yuexin Ma Ruigang Yang Wenping Wang 3DPC 25 6 0 20 Mar 2022
ParaPose: Parameter and Domain Randomization Optimization for Pose Estimation using Synthetic Data Frederik Hagelskjær A. Buch OOD 14 8 0 02 Mar 2022
CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D Point Cloud Understanding Mohamed Afham Isuru Dissanayake Dinithi Dissanayake Amaya Dharmasiri Kanchana Thilakarathna Ranga Rodrigo 3DPC 16 249 0 01 Mar 2022
Point Set Self-Embedding Ruihui Li Xianzhi Li T. Wong Chi-Wing Fu 3DPC 25 3 0 28 Feb 2022
Towards Class-agnostic Tracking Using Feature Decorrelation in Point Clouds Shengjing Tian Jun Liu Xiuping Liu 3DPC 21 4 0 28 Feb 2022
TeachAugment: Data Augmentation Optimization Using Teacher Knowledge Teppei Suzuki ViT 13 48 0 25 Feb 2022
Benchmarking and Analyzing Point Cloud Classification under Corruptions Jiawei Ren Liang Pan Ziwei Liu 3DPC 10 80 0 07 Feb 2022
On Automatic Data Augmentation for 3D Point Cloud Classification Wanyue Zhang Xun Xu Fayao Liu Le Zhang Chuan-Sheng Foo 3DPC 22 4 0 11 Dec 2021
Pattern-Aware Data Augmentation for LiDAR 3D Object Detection Jordan S. K. Hu Steven L. Waslander 3DPC 20 22 0 30 Nov 2021
Dynamic Data Augmentation with Gating Networks for Time Series Recognition Daisuke Oba Shinnosuke Matsuo Brian Kenji Iwana AI4TS 21 1 0 05 Nov 2021
Point Cloud Augmentation with Weighted Local Transformations S. Kim S. Lee Dasol Hwang Jaewon Lee Seong Jae Hwang Hyunwoo J. Kim 3DPC 15 60 0 11 Oct 2021
LATFormer: Locality-Aware Point-View Fusion Transformer for 3D Shape Recognition Xinwei He Shuyang Cheng Dingkang Liang S. Bai Xi Wang Yingying Zhu 3DPC 29 1 0 03 Sep 2021
PnP-3D: A Plug-and-Play for 3D Point Clouds Shi Qiu Saeed Anwar Nick Barnes 3DPC 28 27 0 16 Aug 2021
Transfer Learning from Synthetic to Real LiDAR Point Cloud for Semantic Segmentation Aoran Xiao Jiaxing Huang Dayan Guan Fangneng Zhan Shijian Lu 3DPC 6 91 0 12 Jul 2021
Staying in Shape: Learning Invariant Shape Representations using Contrastive Learning Jeffrey Gu Serena Yeung 6 5 0 08 Jul 2021
Language-Level Semantics Conditioned 3D Point Cloud Segmentation Bo Liu Shuang Deng Qiulei Dong Zhanyi Hu 3DPC 23 8 0 01 Jul 2021
Point Cloud Upsampling via Disentangled Refinement Ruihui Li Xianzhi Li Pheng-Ann Heng Chi-Wing Fu 3DPC 25 124 0 09 Jun 2021
PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation Kehong Gong Jianfeng Zhang Jiashi Feng 11 134 0 06 May 2021
Zero-Shot Learning on 3D Point Cloud Objects and Beyond A. Cheraghian Shafin Rahman T. Chowdhury Dylan Campbell L. Petersson 3DPC 13 58 0 11 Apr 2021
Direct Differentiable Augmentation Search Aoming Liu Zehao Huang Zhiwu Huang Naiyan Wang 22 32 0 09 Apr 2021
RPVNet: A Deep and Efficient Range-Point-Voxel Fusion Network for LiDAR Point Cloud Segmentation Jianyun Xu Ruixiang Zhang Jian Dou Yushi Zhu Jie Sun Shiliang Pu 3DPC 8 258 0 24 Mar 2021