PointMixer: MLP-Mixer for Point Cloud Understanding

22 November 2021

In So Kweon

Papers citing "PointMixer: MLP-Mixer for Point Cloud Understanding"

50 / 60 papers shown

Title
Mesh Mamba: A Unified State Space Model for Saliency Prediction in Non-Textured and Textured Meshes Kaiwei Zhang Dandan Zhu Xiongkuo Min Guangtao Zhai Mamba 52 0 0 02 Apr 2025
No Thing, Nothing: Highlighting Safety-Critical Classes for Robust LiDAR Semantic Segmentation in Adverse Weather J. Park Hwijeong Lee Inha Kang Hyunjung Shim 49 0 0 20 Mar 2025
Fourier Decomposition for Explicit Representation of 3D Point Cloud Attributes Donghyun Kim Hyunah Ko Chanyoung Kim Seong Jae Hwang 3DPC 39 0 0 13 Mar 2025
Dr. Splat: Directly Referring 3D Gaussian Splatting via Direct Language Embedding Registration Kim Jun-Seong GeonU Kim Kim Yu-Ji Yu-Chun Wang Jaesung Choe Tae-Hyun Oh 3DGS 43 1 0 23 Feb 2025
Fine-grained Image-to-LiDAR Contrastive Distillation with Visual Foundation Models Yifan Zhang Junhui Hou 53 1 0 03 Jan 2025
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 22 3 0 12 Aug 2024
Adapt PointFormer: 3D Point Cloud Analysis via Adapting 2D Visual Transformers Mengke Li Da Li Guoqing Yang Yiu-ming Cheung Hui Huang 3DPC 30 0 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 21 0 0 15 Jul 2024
Rethinking Data Augmentation for Robust LiDAR Semantic Segmentation in Adverse Weather Junsung Park Kyungmin Kim Hyunjung Shim 14 0 0 02 Jul 2024
PointViG: A Lightweight GNN-based Model for Efficient Point Cloud Analysis Qiang Zheng Yafei Qi Chen Wang Chao Zhang Jian Sun 3DPC 24 1 0 01 Jul 2024
WindowMixer: Intra-Window and Inter-Window Modeling for Time Series Forecasting Quangao Liu Ruiqi Li Maowei Jiang Wei Yang Chen Liang Longlong Pang Zhuozhang Zou AI4TS 16 0 0 14 Jun 2024
KPConvX: Modernizing Kernel Point Convolution with Kernel Attention Hugues Thomas Yao-Hung Tsai Tim D. Barfoot Jian Zhang 3DPC 20 0 0 21 May 2024
Learning SO(3)-Invariant Semantic Correspondence via Local Shape Transform Chunghyun Park Seungwook Kim Jaesik Park Minsu Cho 3DPC 22 1 0 17 Apr 2024
APC2Mesh: Bridging the gap from occluded building façades to full 3D models Perpetual Hope Akwensi Akshay Bharadwaj Ruisheng Wang 3DPC AI4CE 14 4 0 03 Apr 2024
GeoAuxNet: Towards Universal 3D Representation Learning for Multi-sensor Point Clouds Shengjun Zhang Xin Fei Yueqi Duan 3DPC 20 1 0 28 Mar 2024
Soft Masked Transformer for Point Cloud Processing with Skip Attention-Based Upsampling Yong-xing He Hongshan Yu Muhammad Ibrahim Xiaoyan Liu Tongjia Chen Anwaar Ulhaq Ajmal Saeed Mian 3DPC 24 0 0 21 Mar 2024
FSC: Few-point Shape Completion Xianzu Wu Xianfeng Wu Tianyu Luan Yajing Bai Zhongyuan Lai Junsong Yuan 23 5 0 12 Mar 2024
Advancements in Point Cloud-Based 3D Defect Detection and Classification for Industrial Systems: A Comprehensive Survey Anju Rani D. O. Arroyo Petar Durdevic 3DPC 14 5 0 20 Feb 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 8 1 0 22 Nov 2023
Mixing-Denoising Generalizable Occupancy Networks Amine Ouasfi A. Boukhayma 3DPC AI4CE 3DV 6 8 0 20 Nov 2023
PointHR: Exploring High-Resolution Architectures for 3D Point Cloud Segmentation Haibo Qiu Baosheng Yu Yixin Chen Dacheng Tao 3DPC 8 1 0 11 Oct 2023
Bidirectional Knowledge Reconfiguration for Lightweight Point Cloud Analysis Peipei Li Xing Cui Yibo Hu Man Zhang Ting Yao Tao Mei 12 0 0 08 Oct 2023
Decoupled Local Aggregation for Point Cloud Learning Binjie Chen Yunzhou Xia Yu Zang Cheng-Yu Wang Jonathan Li 3DPC 11 9 0 31 Aug 2023
Retro-FPN: Retrospective Feature Pyramid Network for Point Cloud Semantic Segmentation Peng Xiang Xin Wen Yu-Shen Liu Hui Zhang Yi Fang Zhizhong Han 3DPC 11 9 0 18 Aug 2023
PatchMixer: Rethinking network design to boost generalization for 3D point cloud understanding Davide Boscaini Fabio Poiesi 3DPC 3DV 6 0 0 28 Jul 2023
Meta-Transformer: A Unified Framework for Multimodal Learning Yiyuan Zhang Kaixiong Gong Kaipeng Zhang Hongsheng Li Yu Qiao Wanli Ouyang Xiangyu Yue 11 135 0 20 Jul 2023
SummaryMixing: A Linear-Complexity Alternative to Self-Attention for Speech Recognition and Understanding Titouan Parcollet Rogier van Dalen Shucong Zhang S. Bhattacharya 11 6 0 12 Jul 2023
Stable and Consistent Prediction of 3D Characteristic Orientation via Invariant Residual Learning Seungwook Kim Chunghyun Park Yoonwoo Jeong Jaesik Park Minsu Cho 3DPC 8 2 0 20 Jun 2023
SelFLoc: Selective Feature Fusion for Large-scale Point Cloud-based Place Recognition Qibo Qiu Haiming Gao Wenxiao Wang Zhiyi Su Tian Xie Wei Hua Xiaofei He 3DPC 15 2 0 01 Jun 2023
Semantic segmentation of sparse irregular point clouds for leaf/wood discrimination Yuchen Bai Jean-Baptiste Durand Grégoire Laurent Vincent F. Forbes 3DPC 11 7 0 26 May 2023
Object Re-Identification from Point Clouds Benjamin Thérien Chengjie Huang Adrian Chow Krzysztof Czarnecki 3DPC 20 2 0 17 May 2023
Cloud-RAIN: Point Cloud Analysis with Reflectional Invariance Yiming Cui Lecheng Ruan Hang Dong Qiang Li Zhongming Wu T. Zeng Fengyu Fan 3DPC 17 0 0 13 May 2023
Asynchronous Events-based Panoptic Segmentation using Graph Mixer Neural Network Sanket Kachole Yusra Alkendi F. B. Naeini Dimitrios Makris Yahya Zweiri 13 2 0 05 May 2023
You Never Get a Second Chance To Make a Good First Impression: Seeding Active Learning for 3D Semantic Segmentation Nermin Samet Oriane Siméoni Gilles Puy Georgy Ponimatkin Renaud Marlet Vincent Lepetit 3DPC 10 3 0 23 Apr 2023
SSS3D: Fast Neural Architecture Search For Efficient Three-Dimensional Semantic Segmentation O. Therrien Marihan Amein Zhuoran Xiong W. Gross B. Meyer 3DPC 18 0 0 21 Apr 2023
Swin3D: A Pretrained Transformer Backbone for 3D Indoor Scene Understanding Yu-Qi Yang Yu-Xiao Guo Jiangfeng Xiong Yang Liu Hao Pan Peng-Shuai Wang Xin Tong B. Guo ViT 15 51 0 14 Apr 2023
APPT : Asymmetric Parallel Point Transformer for 3D Point Cloud Understanding Hengjia Li Tu Zheng Zhihao Chi Zheng Yang Wenxiao Wang Boxi Wu Binbin Lin Deng Cai 3DPC 17 1 0 31 Mar 2023
Self-positioning Point-based Transformer for Point Cloud Understanding Jinyoung Park S. Lee S. Kim Yunyang Xiong Hyunwoo J. Kim ViT 3DPC 22 27 0 29 Mar 2023
TSMixer: An All-MLP Architecture for Time Series Forecasting Si-An Chen Chun-Liang Li Nate Yoder Sercan Ö. Arik Tomas Pfister AI4TS 14 79 0 10 Mar 2023
Full Point Encoding for Local Feature Aggregation in 3D Point Clouds Yong-xing He Hongshan Yu Zhengeng Yang Xiaoguang Liu Wei Sun Ajmal Saeed Mian ViT 3DPC 4 3 0 08 Mar 2023
PointWavelet: Learning in Spectral Domain for 3D Point Cloud Analysis Cheng Wen Jia-Li Long B. Yu Dacheng Tao 3DPC 25 7 0 10 Feb 2023
Using a Waffle Iron for Automotive Point Cloud Semantic Segmentation Gilles Puy Alexandre Boulch Renaud Marlet 3DPC 13 34 0 24 Jan 2023
EPCL: Frozen CLIP Transformer is An Efficient Point Cloud Encoder Xiaoshui Huang Zhou Huang Shengjia Li Wentao Qu Tong He Yuenan Hou Yifan Zuo Wanli Ouyang 13 10 0 08 Dec 2022
BALF: Simple and Efficient Blur Aware Local Feature Detector Zhenjun Zhao Yuwei Zhai Ben Chen Peidong Liu 12 4 0 27 Nov 2022
Diffusion Unit: Interpretable Edge Enhancement and Suppression Learning for 3D Point Cloud Segmentation H. Xiu Xin Liu Weimin Wang Kyoung-Sook Kim T. Shinohara Qiong Chang M. Matsuoka 3DPC 29 4 0 20 Sep 2022
PointVector: A Vector Representation In Point Cloud Analysis Xin Deng Wenyu Zhang Qing Ding Xinming Zhang 3DPC 31 25 0 21 May 2022
Patches Are All You Need? Asher Trockman J. Zico Kolter ViT 212 395 0 24 Jan 2022
3D Medical Point Transformer: Introducing Convolution to Attention Networks for Medical Point Cloud Analysis Jianhui Yu Chaoyi Zhang Heng Wang Dingxin Zhang Yang Song Tiange Xiang Dongnan Liu Weidong (Tom) Cai ViT MedIm 6 32 0 09 Dec 2021
Putting 3D Spatially Sparse Networks on a Diet Junha Lee Chris Choy Jaesik Park 3DV 15 3 0 02 Dec 2021
Deep Point Cloud Reconstruction J. Choe Byeongin Joung François Rameau Jaesik Park In So Kweon 3DPC 28 18 0 23 Nov 2021