Proto-FG3D: Prototype-based Interpretable Fine-Grained 3D Shape Classification

23 May 2025

Papers citing "Proto-FG3D: Prototype-based Interpretable Fine-Grained 3D Shape Classification"

32 / 32 papers shown

Title
VSFormer: Mining Correlations in Flexible View Set for Multi-view 3D Shape Understanding Hongyu Sun Yongcai Wang Peng Wang Haoran Deng Xudong Cai Deying Li 51 1 0 14 Sep 2024
Group Multi-View Transformer for 3D Shape Analysis with Spatial Encoding Lixiang Xu Qingzhe Cui Richang Hong Wei Xu Enhong Chen Xin Yuan Chenglong Li Y. Tang 55 1 0 27 Dec 2023
Clustering based Point Cloud Representation Learning for 3D Analysis Tuo Feng Wenguan Wang Xiaohan Wang Yi Yang Qinghua Zheng 3DPC 48 31 0 27 Jul 2023
Visual Recognition with Deep Nearest Centroids Wenguan Wang Cheng Han Tianfei Zhou Dongfang Liu 70 94 0 15 Sep 2022
ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition Mengqi Xue Qihan Huang Haofei Zhang Lechao Cheng Mingli Song Ming-hui Wu Mingli Song ViT 78 54 0 22 Aug 2022
MVT: Multi-view Vision Transformer for 3D Object Recognition Shuo Chen Tan Yu Ping Li ViT 54 44 0 25 Oct 2021
Learning Canonical View Representation for 3D Shape Recognition with Arbitrary Views Xin Wei Yifei Gong Fudong Wang Xing Sun Jian Sun 35 18 0 16 Aug 2021
Adaptive Prototype Learning and Allocation for Few-Shot Segmentation Gen Li Varun Jampani Laura Sevilla-Lara Deqing Sun Jonghyun Kim Joongkyu Kim 74 359 0 05 Apr 2021
Transformer Interpretability Beyond Attention Visualization Hila Chefer Shir Gur Lior Wolf 77 652 0 17 Dec 2020
Neural Prototype Trees for Interpretable Fine-grained Image Recognition Meike Nauta Ron van Bree C. Seifert 122 263 0 03 Dec 2020
ProtoPShare: Prototype Sharing for Interpretable Image Classification and Similarity Discovery Dawid Rymarczyk Lukasz Struski Jacek Tabor Bartosz Zieliñski 31 112 0 29 Nov 2020
Attribute Prototype Network for Zero-Shot Learning Wenjia Xu Yongqin Xian Jiuniu Wang Bernt Schiele Zeynep Akata 38 288 0 19 Aug 2020
Prototypical Contrastive Learning of Unsupervised Representations Junnan Li Pan Zhou Caiming Xiong Guosheng Lin SSL DRL 115 970 0 11 May 2020
End-to-End Learning Local Multi-view Descriptors for 3D Point Clouds Lei Li Siyu Zhu Hongbo Fu P. Tan Chiew-Lan Tai 3DPC 76 106 0 12 Mar 2020
PANet: Few-Shot Image Semantic Segmentation with Prototype Alignment Kaixin Wang Jun Hao Liew Yingtian Zou Daquan Zhou Jiashi Feng VLM 44 1,058 0 18 Aug 2019
Hyperspherical Prototype Networks Pascal Mettes Elise van der Pol Cees G. M. Snoek 54 125 0 29 Jan 2019
A Deeper Look at 3D Shape Classifiers Jong-Chyi Su Matheus Gadelha Rui Wang Subhransu Maji 3DPC 3DV 40 102 0 07 Sep 2018
VERAM: View-Enhanced Recurrent Attention Model for 3D Shape Classification Song-Le Chen Lintao Zheng Yan Zhang Zhixin Sun Kai Xu 3DPC 3DV 49 74 0 20 Aug 2018
Improving Generalization via Scalable Neighborhood Component Analysis Zhirong Wu Alexei A. Efros Stella X. Yu BDL 49 145 0 14 Aug 2018
Confounding variables can degrade generalization performance of radiological deep learning models J. Zech Marcus A. Badgeley Manway Liu A. Costa J. Titano Eric K. Oermann OOD 61 1,165 0 02 Jul 2018
This Looks Like That: Deep Learning for Interpretable Image Recognition Chaofan Chen Oscar Li Chaofan Tao A. Barnett Jonathan Su Cynthia Rudin 177 1,172 0 27 Jun 2018
Robust Classification with Convolutional Prototype Learning Hong-Ming Yang Xu-Yao Zhang Fei Yin Cheng-Lin Liu 44 338 0 09 May 2018
Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination Zhirong Wu Yuanjun Xiong Stella X. Yu Dahua Lin SSL 148 3,437 0 05 May 2018
Deep Learning for Case-Based Reasoning through Prototypes: A Neural Network that Explains Its Predictions Oscar Li Hao Liu Chaofan Chen Cynthia Rudin 125 586 0 13 Oct 2017
Prototypical Networks for Few-shot Learning Jake C. Snell Kevin Swersky R. Zemel 216 8,072 0 15 Mar 2017
Grad-CAM: Why did you say that? Ramprasaath R. Selvaraju Abhishek Das Ramakrishna Vedantam Michael Cogswell Devi Parikh Dhruv Batra FAtt 43 469 0 22 Nov 2016
The Latin American Giant Observatory: a successful collaboration in Latin America based on Cosmic Rays and computer science domains Hernán Asorey R. Mayo-García L. Núñez M. Pascual A. J. Rubio-Montero M. Suárez-Durán L. A. Torres-Niño 69 690 0 30 May 2016
Learning Deep Features for Discriminative Localization Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba SSL SSeg FAtt 172 9,280 0 14 Dec 2015
Prototypical Priors: From Improving Classification to Zero-Shot Learning Saumya Jetley Bernardino Romera-Paredes Sadeep Jayasumana Philip Torr 33 40 0 03 Dec 2015
Multi-view Convolutional Neural Networks for 3D Shape Recognition Hang Su Subhransu Maji E. Kalogerakis Erik Learned-Miller 3DV 121 3,210 0 05 May 2015
Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps Karen Simonyan Andrea Vedaldi Andrew Zisserman FAtt 194 7,252 0 20 Dec 2013
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 135 4,210 0 04 Jun 2013