Clustering based Point Cloud Representation Learning for 3D Analysis

27 July 2023

Papers citing "Clustering based Point Cloud Representation Learning for 3D Analysis"

22 / 22 papers shown

Title
Learning Clustering-based Prototypes for Compositional Zero-shot Learning Hongyu Qu Jianan Wei Xiangbo Shu Wenguan Wang VLM 43 1 0 10 Feb 2025
4D-CS: Exploiting Cluster Prior for 4D Spatio-Temporal LiDAR Semantic Segmentation Jiexi Zhong Zhiheng Li Yubo Cui Zheng Fang 3DPC 31 1 0 06 Jan 2025
Distribution Guidance Network for Weakly Supervised Point Cloud Semantic Segmentation Zhiyi Pan Wei-Nan Gao Shan Liu Ge Li 11 1 0 10 Oct 2024
Subspace Prototype Guidance for Mitigating Class Imbalance in Point Cloud Semantic Segmentation Jiawei Han Kaiqi Liu Wei Li Guangzhi Chen 21 0 0 20 Aug 2024
TrAME: Trajectory-Anchored Multi-View Editing for Text-Guided 3D Gaussian Splatting Manipulation Chaofan Luo Donglin Di Xun Yang Yongjia Ma Zhou Xue Chen Wei Yebin Liu 3DGS 26 9 0 02 Jul 2024
Clustering for Protein Representation Learning Ruijie Quan Wenguan Wang Fan Ma Hehe Fan Yi Yang 19 5 0 30 Mar 2024
Neural Clustering based Visual Representation Learning Guikun Chen Xia Li Yi Yang Wenguan Wang SSL 24 8 0 26 Mar 2024
Clustering Propagation for Universal Medical Image Segmentation Yuhang Ding Liulei Li Wenguan Wang Yi Yang 22 2 0 25 Mar 2024
IS-Fusion: Instance-Scene Collaborative Fusion for Multimodal 3D Object Detection Junbo Yin Jianbing Shen Runnan Chen Wei Li Ruigang Yang Pascal Frossard Wenguan Wang 3DPC 24 31 0 22 Mar 2024
LSK3DNet: Towards Effective and Efficient 3D Perception with Large Sparse Kernels Tuo Feng Wenguan Wang Fan Ma Yi Yang 3DV 16 4 0 22 Mar 2024
GroupContrast: Semantic-aware Self-supervised Representation Learning for 3D Understanding Chengyao Wang Li Jiang Xiaoyang Wu Zhuotao Tian Bohao Peng Hengshuang Zhao Jiaya Jia 3DPC SSL 72 13 0 14 Mar 2024
MsSVT++: Mixed-scale Sparse Voxel Transformer with Center Voting for 3D Object Detection Jianan Li Shaocong Dong Lihe Ding Tingfa Xu 3DPC 11 7 0 22 Jan 2024
Entangled View-Epipolar Information Aggregation for Generalizable Neural Radiance Fields Zhiyuan Min Yawei Luo Wei Yang Yuesong Wang Yi Yang 19 2 0 20 Nov 2023
LOGICSEG: Parsing Visual Semantics with Neural Logic Learning and Reasoning Liulei Li Wenguan Wang Yi Yang NAI VLM 27 27 0 24 Sep 2023
CLUSTSEG: Clustering for Universal Segmentation James Liang Tianfei Zhou Dongfang Liu Wenguan Wang VLM 59 47 0 03 May 2023
PSTNet: Point Spatio-Temporal Convolution on Point Cloud Sequences Hehe Fan Xin Yu Yuhang Ding Yi Yang Mohan S. Kankanhalli 3DPC 112 108 0 27 May 2022
Guided Point Contrastive Learning for Semi-supervised Point Cloud Semantic Segmentation Li Jiang Shaoshuai Shi Zhuotao Tian Xin Lai Shu-Lin Liu Chi-Wing Fu Jiaya Jia SSL 3DPC 112 97 0 15 Oct 2021
(AF)2-S3Net: Attentive Feature Fusion with Adaptive Feature Selection for Sparse Semantic Segmentation Network Ran Cheng Ryan Razani E. Taghavi Enxu Li Bingbing Liu 3DPC 151 239 0 08 Feb 2021
Cloud Transformers: A Universal Approach To Point Cloud Processing Tasks Kirill Mazur Victor Lempitsky 3DPC 40 39 0 22 Jul 2020
PointContrast: Unsupervised Pre-training for 3D Point Cloud Understanding Saining Xie Jiatao Gu Demi Guo C. Qi Leonidas J. Guibas Or Litany 3DPC 134 618 0 21 Jul 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 229 3,029 0 09 Mar 2020
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 210 13,886 0 02 Dec 2016