PCT: Point cloud transformer

17 December 2020

Papers citing "PCT: Point cloud transformer"

50 / 572 papers shown

Title
Improving 3D Semi-supervised Learning by Effectively Utilizing All Unlabelled Data Sneha Paul Zachary Patterson Nizar Bouguila 29 0 0 21 Sep 2024
SPAC: Sampling-based Progressive Attribute Compression for Dense Point Clouds Xiaolong Mao Hui Yuan Tian Guo Shiqi Jiang R. Hamzaoui Sam Kwong 3DPC 36 0 0 16 Sep 2024
SimMAT: Exploring Transferability from Vision Foundation Models to Any Image Modality Chenyang Lei Liyi Chen Jun Cen Xiao Chen Zhen Lei Felix Heide Ziwei Liu Qifeng Chen Zhaoxiang Zhang 50 0 0 12 Sep 2024
GS-PT: Exploiting 3D Gaussian Splatting for Comprehensive Point Cloud Understanding via Self-supervised Learning Keyi Liu Yeqi Luo Weidong Yang Jingyi Xu Zhijun Li Wen-Ming Chen Ben Fei 3DGS 3DPC 46 0 0 08 Sep 2024
GMFL-Net: A Global Multi-geometric Feature Learning Network for Repetitive Action Counting Jun Li Jinying Wu Qiming Li Feifei Guo 41 0 0 31 Aug 2024
Towards Modality-agnostic Label-efficient Segmentation with Entropy-Regularized Distribution Alignment Liyao Tang Zhe Chen Shanshan Zhao Chaoyue Wang Dacheng Tao 32 0 0 29 Aug 2024
Positional Prompt Tuning for Efficient 3D Representation Learning Shaochen Zhang Zekun Qi Runpei Dong Xiuxiu Bai Xing Wei 39 4 0 21 Aug 2024
GSTran: Joint Geometric and Semantic Coherence for Point Cloud Segmentation Abiao Li Chenlei Lv Guofeng Mei Yifan Zuo Jian Zhang Yuming Fang ViT 35 0 0 21 Aug 2024
PCP-MAE: Learning to Predict Centers for Point Masked Autoencoders Xiangdong Zhang Shaofeng Zhang Junchi Yan 3DPC 43 2 0 16 Aug 2024
FlatFusion: Delving into Details of Sparse Transformer-based Camera-LiDAR Fusion for Autonomous Driving Yutao Zhu Xiaosong Jia Xinyu Yang Junchi Yan ViT 40 2 0 13 Aug 2024
RISurConv: Rotation Invariant Surface Attention-Augmented Convolutions for 3D Point Cloud Classification and Segmentation Zhiyuan Zhang Licheng Yang Zhiyu Xiang 3DPC 3DH 31 1 0 12 Aug 2024
Evolutionary Neural Architecture Search for 3D Point Cloud Analysis Yisheng Yang Guodong Du C. Toa Ho-Kin Tang S. Goh 3DPC 35 3 0 10 Aug 2024
PointMT: Efficient Point Cloud Analysis with Hybrid MLP-Transformer Architecture Qiang Zheng Chao Zhang Jian Sun 35 1 0 10 Aug 2024
Stimulating Imagination: Towards General-purpose Object Rearrangement Jianyang Wu Jie Gu Xiaokang Ma Chu Tang Jingmin Chen DiffM LM&Ro OCL 37 0 0 03 Aug 2024
On-the-fly Point Feature Representation for Point Clouds Analysis Jiangyi Wang Zhongyao Cheng Na Zhao Jun Cheng Xulei Yang 3DPC 29 2 0 31 Jul 2024
Rethinking Attention Module Design for Point Cloud Analysis Chengzhi Wu Kaige Wang Zeyun Zhong Hao Fu Junwei Zheng Jiaming Zhang Julius Pfrommer Jürgen Beyerer 3DPC 51 1 0 27 Jul 2024
Boosting Cross-Domain Point Classification via Distilling Relational Priors from 2D Transformers Longkun Zou Wanru Zhu Ke Chen Lihua Guo K. Guo Kui Jia Yaowei Wang 3DPC ViT 50 0 0 26 Jul 2024
GPSFormer: A Global Perception and Local Structure Fitting-based Transformer for Point Cloud Understanding Changshuo Wang Meiqing Wu S. Lam Xin Ning Shangshu Yu Ruiping Wang Weijun Li T. Srikanthan 49 14 0 18 Jul 2024
Adapt PointFormer: 3D Point Cloud Analysis via Adapting 2D Visual Transformers Mengke Li Da Li Guoqing Yang Yiu-ming Cheung Hui Huang 3DPC 48 2 0 18 Jul 2024
Enhancing Robustness to Noise Corruption for Point Cloud Model via Spatial Sorting and Set-Mixing Aggregation Module Dingxin Zhang Jianhui Yu Tengfei Xue Chaoyi Zhang Dongnan Liu Weidong Cai 3DPC 46 0 0 15 Jul 2024
Transferable 3D Adversarial Shape Completion using Diffusion Models Xuelong Dai Bin Xiao DiffM 3DPC 43 0 0 14 Jul 2024
Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures Sophia Sanborn Johan Mathe Mathilde Papillon Domas Buracas Hansen Lillemark Christian Shewmake Abby Bertics Xavier Pennec Nina Miolane 58 4 0 12 Jul 2024
Pre-training Point Cloud Compact Model with Partial-aware Reconstruction Yaohua Zha Yanzi Wang Tao Dai Shu-Tao Xia 40 0 0 12 Jul 2024
Global Attention-Guided Dual-Domain Point Cloud Feature Learning for Classification and Segmentation Zihao Li Pan Gao Kang-Soo You Chuan Yan Manoranjan Paul 3DPC 33 0 0 12 Jul 2024
DG-PIC: Domain Generalized Point-In-Context Learning for Point Cloud Understanding Jincen Jiang Qianyu Zhou Yuhang Li Xuequan Lu Meili Wang Lizhuang Ma Jian Chang Jian Jun Zhang OOD 55 13 0 11 Jul 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 N. Sebe 3DPC 50 9 0 08 Jul 2024
PointViG: A Lightweight GNN-based Model for Efficient Point Cloud Analysis Qiang Zheng Yafei Qi Chen Wang Chao Zhang Jian Sun 3DPC 32 2 0 01 Jul 2024
Learning Robust 3D Representation from CLIP via Dual Denoising Shuqing Luo Bowen Qu Wei-Nan Gao 51 1 0 01 Jul 2024
Modeling the Real World with High-Density Visual Particle Dynamics William F. Whitney Jacob Varley Deepali Jain Krzysztof Choromanski Sumeet Singh Vikas Sindhwani 35 2 0 28 Jun 2024
Probing the effects of broken symmetries in machine learning Marcel F. Langer Sergey Pozdnyakov Michele Ceriotti AI4CE 41 7 0 25 Jun 2024
Smart Feature is What You Need Zhaoxin Hu Keyan Ren 18 0 0 22 Jun 2024
A Primal-Dual Framework for Transformers and Neural Networks Tan M. Nguyen Tam Nguyen Nhat Ho Andrea L. Bertozzi Richard G. Baraniuk Stanley J. Osher ViT 29 13 0 19 Jun 2024
CT3D++: Improving 3D Object Detection with Keypoint-induced Channel-wise Transformer Hualian Sheng Sijia Cai Na Zhao Bing Deng Qiao Liang Min-Jian Zhao Jieping Ye 3DPC 48 0 0 12 Jun 2024
Particle Multi-Axis Transformer for Jet Tagging Muhammad Usman M. Shahid Maheen Ejaz Ummay Hani Nayab Fatima Abdul Rehman Khan Asifullah Khan Nasir Majid Mirza 35 3 0 09 Jun 2024
Graph External Attention Enhanced Transformer Jianqing Liang Min Chen Jiye Liang 38 1 0 31 May 2024
LCM: Locally Constrained Compact Point Cloud Model for Masked Point Modeling Yaohua Zha Naiqi Li Yanzi Wang Tao Dai Hang Guo Bin Chen Zhi Wang Zhihao Ouyang Shu-Tao Xia Mamba 42 8 0 27 May 2024
PoinTramba: A Hybrid Transformer-Mamba Framework for Point Cloud Analysis Zicheng Wang Zhen Chen Yiming Wu Zhen Zhao Luping Zhou Dong Xu Mamba 45 14 0 24 May 2024
PointRWKV: Efficient RWKV-Like Model for Hierarchical Point Cloud Learning Qingdong He Jiangning Zhang Jinlong Peng Haoyang He Yabiao Wang Chengjie Wang 3DPC 43 12 0 24 May 2024
Efficient Point Transformer with Dynamic Token Aggregating for Point Cloud Processing Dening Lu Jun Zhou Kyle K. Gao Linlin Xu Jonathan Li 32 0 0 23 May 2024
3D Learnable Supertoken Transformer for LiDAR Point Cloud Scene Segmentation Dening Lu Jun Zhou K. Gao Linlin Xu Jonathan Li 3DPC ViT 27 0 0 23 May 2024
A Survey on Vision-Language-Action Models for Embodied AI Yueen Ma Zixing Song Yuzheng Zhuang Jianye Hao Irwin King LM&Ro 82 43 0 23 May 2024
A comprehensive overview of deep learning techniques for 3D point cloud classification and semantic segmentation Sushmita Sarker Prithul Sarker Gunner Stone Ryan Gorman Alireza Tavakkoli G. Bebis Javad Sattarvand 3DPC 3DV 24 12 0 20 May 2024
GeoMask3D: Geometrically Informed Mask Selection for Self-Supervised Point Cloud Learning in 3D Ali Bahri Moslem Yazdanpanah Mehrdad Noori Milad Cheraghalikhani G. A. V. Hakim David Osowiechi Farzad Beizaee Ismail Ben Ayed Christian Desrosiers 3DPC 78 1 0 20 May 2024
TP3M: Transformer-based Pseudo 3D Image Matching with Reference Liming Han Zhaoxiang Liu Shiguo Lian 29 0 0 14 May 2024
Neural Garment Dynamics via Manifold-Aware Transformers Peizhuo Li Tuanfeng Y. Wang Timur Levent Kesdogan Duygu Ceylan O. Sorkine-Hornung AI4CE 3DH 34 1 0 13 May 2024
Composable Part-Based Manipulation Weiyu Liu Jiayuan Mao Joy Hsu Tucker Hermans Animesh Garg Jiajun Wu 46 12 0 09 May 2024
Learning Planning Abstractions from Language Weiyu Liu Geng Chen Joy Hsu Jiayuan Mao Jiajun Wu PINN 46 2 0 06 May 2024
Guiding Attention in End-to-End Driving Models Diego Porres Yi Xiao Gabriel Villalonga Alexandre Levy Antonio M. López 26 0 0 30 Apr 2024
ESP-Zero: Unsupervised enhancement of zero-shot classification for Extremely Sparse Point cloud Jiayi Han Zidi Cao Weibo Zheng Xiangguo Zhou Xiangjian He Yuanfang Zhang Daisen Wei 3DPC 55 0 0 30 Apr 2024
Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space Model Xu Han Yuan Tang Zhaoxuan Wang Xianzhi Li 42 23 0 23 Apr 2024