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PointAttN: You Only Need Attention for Point Cloud Completion

PointAttN: You Only Need Attention for Point Cloud Completion

AAAI Conference on Artificial Intelligence (AAAI), 2022
16 March 2022
Jun Wang
Yinghan Cui
Dongyan Guo
Junxia Li
Qingshan Liu
Chunhua Shen
    3DPC
ArXiv (abs)PDFHTMLGithub (107★)

Papers citing "PointAttN: You Only Need Attention for Point Cloud Completion"

28 / 28 papers shown
SurfFill: Completion of LiDAR Point Clouds via Gaussian Surfel Splatting
SurfFill: Completion of LiDAR Point Clouds via Gaussian Surfel Splatting
Svenja Strobel
Matthias Innmann
Bernhard Egger
Marc Stamminger
Linus Franke
112
1
0
02 Dec 2025
HeartFormer: Semantic-Aware Dual-Structure Transformers for 3D Four-Chamber Cardiac Point Cloud Reconstruction
HeartFormer: Semantic-Aware Dual-Structure Transformers for 3D Four-Chamber Cardiac Point Cloud Reconstruction
Zhengda Ma
Abhirup Banerjee
ViTMedIm3DPC
308
0
0
29 Nov 2025
EchoVLA: Synergistic Declarative Memory for VLA-Driven Mobile Manipulation
EchoVLA: Synergistic Declarative Memory for VLA-Driven Mobile Manipulation
Min Lin
Xiwen Liang
Bingqian Lin
Liu Jingzhi
Zijian Jiao
...
Shen Zhao
Yuzheng Zhuang
Xiaodan Liang
Yuzheng Zhuang
Xiaodan Liang
LM&Ro
305
1
0
22 Nov 2025
PointMAC: Meta-Learned Adaptation for Robust Test-Time Point Cloud Completion
PointMAC: Meta-Learned Adaptation for Robust Test-Time Point Cloud Completion
Linlian Jiang
Rui Ma
Li Gu
Ziqiang Wang
Xinxin Zuo
Yang Wang
3DPC
225
0
0
11 Oct 2025
DFG-PCN: Point Cloud Completion with Degree-Flexible Point Graph
DFG-PCN: Point Cloud Completion with Degree-Flexible Point GraphIEEE Transactions on Visualization and Computer Graphics (TVCG), 2025
Zhenyu Shu
Jian Yao
Shiqing Xin
3DPC
155
2
0
28 Sep 2025
HGACNet: Hierarchical Graph Attention Network for Cross-Modal Point Cloud Completion
HGACNet: Hierarchical Graph Attention Network for Cross-Modal Point Cloud Completion
Yadan Zeng
Jiadong Zhou
Xiaohan Li
I-Ming Chen
3DPC
143
0
0
17 Sep 2025
Edge Detection for Organ Boundaries via Top Down Refinement and SubPixel Upsampling
Edge Detection for Organ Boundaries via Top Down Refinement and SubPixel Upsampling
Aarav Mehta
Priya Deshmukh
Vikram Singh
Siddharth Malhotra
Krishnan Menon Iyer
Tanvi Iyer
MedIm
356
0
0
09 Aug 2025
VesselRW: Weakly Supervised Subcutaneous Vessel Segmentation via Learned Random Walk Propagation
VesselRW: Weakly Supervised Subcutaneous Vessel Segmentation via Learned Random Walk Propagation
Ayaan Nooruddin Siddiqui
Mahnoor Zaidi
Ayesha Nazneen Shahbaz
Priyadarshini Chatterjee
Krishnan Menon Iyer
322
0
0
09 Aug 2025
DualResolution Residual Architecture with Artifact Suppression for Melanocytic Lesion Segmentation
DualResolution Residual Architecture with Artifact Suppression for Melanocytic Lesion Segmentation
Vikram Singh
Kabir Malhotra
Rohan Desai
Ananya Shankaracharya
Priyadarshini Chatterjee
Krishnan Menon Iyer
MedIm
401
0
0
09 Aug 2025
Deeply Dual Supervised learning for melanoma recognition
Deeply Dual Supervised learning for melanoma recognition
Rujosh Polma
Krishnan Menon Iyer
284
0
0
04 Aug 2025
A Strong View-Free Baseline Approach for Single-View Image Guided Point Cloud Completion
A Strong View-Free Baseline Approach for Single-View Image Guided Point Cloud Completion
Fangzhou Lin
Zilin Dai
Rigved Sanku
Songlin Hou
Kazunori D Yamada
Haichong K. Zhang
Ziming Zhang
3DPC
269
1
0
18 Jun 2025
A Point Cloud Completion Approach for the Grasping of Partially Occluded Objects and Its Applications in Robotic Strawberry Harvesting
A Point Cloud Completion Approach for the Grasping of Partially Occluded Objects and Its Applications in Robotic Strawberry Harvesting
Ali Abouzeid
Malak Mansour
Chengsong Hu
Dezhen Song
176
1
0
16 Jun 2025
Best Foot Forward: Robust Foot Reconstruction in-the-wild
Best Foot Forward: Robust Foot Reconstruction in-the-wild
Kyle Fogarty
Jing Yang
Chayan Kumar Patodi
Aadi Bhanti
Aadi Bhanti
Steven Chacko
Cengiz Öztireli
Ujwal Bonde
404
0
0
27 Feb 2025
Revisiting Point Cloud Completion: Are We Ready For The Real-World?
Revisiting Point Cloud Completion: Are We Ready For The Real-World?
Stuti Pathak
Prashant Kumar
Nicholus Mboga
Gunther Steenackers
R. Penne
Rudi Penne
1.3K
2
0
26 Nov 2024
Deep Learning for 3D Point Cloud Enhancement: A Survey
Deep Learning for 3D Point Cloud Enhancement: A Survey
Siwen Quan
Junhao Yu
Ziming Nie
Muze Wang
Sijia Feng
Pei An
Jiaqi Yang
3DPC
286
5
0
30 Oct 2024
Enhancing Performance of Point Cloud Completion Networks with Consistency Loss
Enhancing Performance of Point Cloud Completion Networks with Consistency Loss
Christofel Rio Goenawan
Kevin Tirta Wijaya
Seung-Hyun Kong
3DPC
899
1
0
09 Oct 2024
GeoFormer: Learning Point Cloud Completion with Tri-Plane Integrated
  Transformer
GeoFormer: Learning Point Cloud Completion with Tri-Plane Integrated TransformerACM Multimedia (MM), 2024
Jinpeng Yu
Binbin Huang
Yuxuan Zhang
Huaxia Li
Xu Tang
Shenghua Gao
3DPC
352
18
0
13 Aug 2024
Explicitly Guided Information Interaction Network for Cross-modal Point
  Cloud Completion
Explicitly Guided Information Interaction Network for Cross-modal Point Cloud Completion
Hang Xu
Chen Long
Wenxiao Zhang
Yuan Liu
Zhen Cao
Zhen Dong
Bisheng Yang
3DPC
381
20
0
03 Jul 2024
Point2SSM++: Self-Supervised Learning of Anatomical Shape Models from
  Point Clouds
Point2SSM++: Self-Supervised Learning of Anatomical Shape Models from Point Clouds
Jadie Adams
Shireen Y. Elhabian
341
3
0
15 May 2024
FSC: Few-point Shape Completion
FSC: Few-point Shape CompletionComputer Vision and Pattern Recognition (CVPR), 2024
Xianzu Wu
Xianfeng Wu
Tianyu Luan
Yajing Bai
Zhongyuan Lai
Junsong Yuan
493
11
0
12 Mar 2024
Fine-grained Text and Image Guided Point Cloud Completion with CLIP
  Model
Fine-grained Text and Image Guided Point Cloud Completion with CLIP Model
Wei Song
Jun Zhou
Mingjie Wang
Hongchen Tan
Nannan Li
Xiuping Liu
280
6
0
17 Aug 2023
Point Cloud Completion Guided by Prior Knowledge via Causal Inference
Point Cloud Completion Guided by Prior Knowledge via Causal Inference
Songxue Gao
Chuanqi Jiao
Ruidong Chen
Weijie Wang
Weizhi Nie
3DPC
308
2
0
28 May 2023
Point2SSM: Learning Morphological Variations of Anatomies from Point
  Cloud
Point2SSM: Learning Morphological Variations of Anatomies from Point CloudInternational Conference on Learning Representations (ICLR), 2023
Jadie Adams
Shireen Y. Elhabian
3DPC
384
13
0
23 May 2023
Can point cloud networks learn statistical shape models of anatomies?
Can point cloud networks learn statistical shape models of anatomies?International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Jadie Adams
Shireen Y. Elhabian
3DPC
445
8
0
09 May 2023
A Complete Survey on Generative AI (AIGC): Is ChatGPT from GPT-4 to
  GPT-5 All You Need?
A Complete Survey on Generative AI (AIGC): Is ChatGPT from GPT-4 to GPT-5 All You Need?
Chaoning Zhang
Chenshuang Zhang
Sheng Zheng
Yu Qiao
Chenghao Li
...
Lik-Hang Lee
Yang Yang
Heng Tao Shen
In So Kweon
Choong Seon Hong
392
207
0
21 Mar 2023
GAM : Gradient Attention Module of Optimization for Point Clouds
  Analysis
GAM : Gradient Attention Module of Optimization for Point Clouds AnalysisAAAI Conference on Artificial Intelligence (AAAI), 2023
Haotian Hu
Fanyi Wang
Jingwen Su
Hongtao Zhou
Yaonong Wang
Laifeng Hu
Yanhao Zhang
Zhiwang Zhang
3DPC
228
20
0
19 Mar 2023
3D Vision with Transformers: A Survey
3D Vision with Transformers: A Survey
Jean Lahoud
Jiale Cao
Fahad Shahbaz Khan
Hisham Cholakkal
Rao Muhammad Anwer
Salman Khan
Ming-Hsuan Yang
ViTMedIm
321
44
0
08 Aug 2022
CSDN: Cross-modal Shape-transfer Dual-refinement Network for Point Cloud
  Completion
CSDN: Cross-modal Shape-transfer Dual-refinement Network for Point Cloud CompletionIEEE Transactions on Visualization and Computer Graphics (TVCG), 2022
Zhe Zhu
Liangliang Nan
H. Xie
Honghua Chen
Mingqiang Wei
Jun Wang
J. Qin
3DPC
292
51
0
01 Aug 2022
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