Point Cloud Pre-training with Diffusion Models

Computer Vision and Pattern Recognition (CVPR), 2023

25 November 2023

Xiaoshui Huang

Wanli Ouyang

Papers citing "Point Cloud Pre-training with Diffusion Models"

24 / 24 papers shown

Title
DAP-MAE: Domain-Adaptive Point Cloud Masked Autoencoder for Effective Cross-Domain Learning Ziqi Gao Qiufu Li Linlin Shen 3DPC 104 1 0 24 Oct 2025
Semantic Communication Enabled Holographic Video Processing and Transmission Jingkai Ying Zhiyuan Qi Yulong Feng Zhijin Qin Zhu Han Rahim Tafazolli Yonina C. Eldar 56 0 0 15 Oct 2025
Few to Big: Prototype Expansion Network via Diffusion Learner for Point Cloud Few-shot Semantic Segmentation Qianguang Zhao Dongli Wang Yan Zhou Jianxun Li Richard Irampa DiffM 108 0 0 16 Sep 2025
Towards More Diverse and Challenging Pre-training for Point Cloud Learning: Self-Supervised Cross Reconstruction with Decoupled Views Xiangdong Zhang Shaofeng Zhang Junchi Yan 3DPC 149 1 0 01 Sep 2025
4D Visual Pre-training for Robot Learning Chengkai Hou Yanjie Ze Y. Fu Zeyu Gao Songbo Hu Yue Yu Shanghang Zhang Huazhe Xu 160 3 0 24 Aug 2025
Masked Clustering Prediction for Unsupervised Point Cloud Pre-training Bin Ren Xiaoshui Huang Mengyuan Liu Hong Liu Fabio Poiesi Andrii Zadaianchuk Guofeng Mei 3DPC ISeg 120 0 0 12 Aug 2025
LiDARCrafter: Dynamic 4D World Modeling from LiDAR Sequences Ao Liang Youquan Liu Yu Yang Dongyue Lu Linfeng Li Lingdong Kong Huaici Zhao Wei Tsang Ooi VGen 200 4 0 05 Aug 2025
Robust Single-Stage Fully Sparse 3D Object Detection via Detachable Latent Diffusion Wentao Qu Guofeng Mei Jing Wang Yujiao Wu Xiaoshui Huang Liang Xiao DiffM 164 2 0 05 Aug 2025
PointLAMA: Latent Attention meets Mamba for Efficient Point Cloud Pretraining Xuanyu Lin Xiaona Zeng Xianwei Zheng Xutao Li 79 1 0 23 Jul 2025
PointVDP: Learning View-Dependent Projection by Fireworks Rays for 3D Point Cloud Segmentation Yang Chen Yueqi Duan Haowen Sun Ziwei Wang Jiwen Lu Yap-Peng Tan 3DPC 150 0 0 09 Jul 2025
FRIDU: Functional Map Refinement with Guided Image Diffusion Avigail Cohen Rimon Mirela Ben Chen Or Litany DiffM 180 0 0 17 Jun 2025
UniPre3D: Unified Pre-training of 3D Point Cloud Models with Cross-Modal Gaussian SplattingComputer Vision and Pattern Recognition (CVPR), 2025 Ziyi Wang Yanran Zhang Jie Zhou Jiwen Lu 3DPC 3DGS 192 3 0 11 Jun 2025
HyMamba: Mamba with Hybrid Geometry-Feature Coupling for Efficient Point Cloud Classification Bin Liu Changbo Wang Xuelian Liu Guan Xi Guan Xi Mamba 246 0 0 16 May 2025
PointLoRA: Low-Rank Adaptation with Token Selection for Point Cloud LearningComputer Vision and Pattern Recognition (CVPR), 2025 Song Wang Xiaolu Liu Lingdong Kong Jianyun Xu Chunyong Hu Gongfan Fang Wentong Li Jianke Zhu Xinchao Wang 382 3 0 22 Apr 2025
Hyperbolic Diffusion Recommender ModelThe Web Conference (WWW), 2025 Meng Yuan Yutian Xiao Wei Chen Chu Zhao Deqing Wang Fuzhen Zhuang 283 6 0 02 Apr 2025
Point Cloud Mixture-of-Domain-Experts Model for 3D Self-supervised LearningInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 Yaohua Zha Tao Dai Yanzi Wang Hang Guo Bin Chen Zhihao Ouyang Chunlin Fan 3DPC 326 1 0 13 Oct 2024
Parameter-Efficient Fine-Tuning in Spectral Domain for Point Cloud LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Dingkang Liang Tianrui Feng Xin Zhou Yumeng Zhang Zhikang Zou Xiang Bai 290 25 0 10 Oct 2024
Diffusion Models in 3D Vision: A Survey Zhen Wang Dongyuan Li Xue Liu Tianyu He Jiang Bian Renhe Jiang MedIm 652 11 0 07 Oct 2024
Bringing Masked Autoencoders Explicit Contrastive Properties for Point Cloud Self-Supervised Learning Bin Ren Guofeng Mei D. Paudel Weijie Wang Yawei Li Mengyuan Liu Rita Cucchiara Luc Van Gool Andrii Zadaianchuk 3DPC 198 17 0 08 Jul 2024
Point-JEPA: A Joint Embedding Predictive Architecture for Self-Supervised Learning on Point Cloud Ayumu Saito Prachi Kudeshia Jiju Poovvancheri 3DPC 496 12 0 25 Apr 2024
PointMamba: A Simple State Space Model for Point Cloud Analysis Dingkang Liang Xin Zhou Wei Xu Xingkui Zhu Zhikang Zou Xiaoqing Ye Xinyu Wang Xiang Bai 390 192 0 16 Feb 2024
GTNet: Graph Transformer Network for 3D Point Cloud Classification and Semantic Segmentation Wei Zhou Qian Wang Weiwei Jin X. Shi Yong Yu ViT 3DPC 194 5 0 24 May 2023
EPCL: Frozen CLIP Transformer is An Efficient Point Cloud EncoderAAAI Conference on Artificial Intelligence (AAAI), 2022 Xiaoshui Huang Zhou Huang Shengjia Li Wentao Qu Tong He Yuenan Hou Yifan Zuo Wanli Ouyang 262 25 0 08 Dec 2022
DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic ModelsMachine Intelligence Research (MIR), 2022 Cheng Lu Yuhao Zhou Fan Bao Jianfei Chen Chongxuan Li Jun Zhu DiffM 638 803 0 02 Nov 2022