PDiscoNet: Semantically consistent part discovery for fine-grained
recognition

PDiscoNet: Semantically consistent part discovery for fine-grained recognition

6 September 2023

Robert van der Klis

Massimiliano Mancini

Papers citing "PDiscoNet: Semantically consistent part discovery for fine-grained recognition"

13 / 13 papers shown

Title
Beyond Patches: Mining Interpretable Part-Prototypes for Explainable AI Mahdi Alehdaghi Rajarshi Bhattacharya Pourya Shamsolmoali Rafael M. O. Cruz Maguelonne Heritier Eric Granger 36 0 0 16 Apr 2025
Interpretable Image Classification via Non-parametric Part Prototype Learning Zhijie Zhu Lei Fan M. Pagnucco Yang Song 36 0 0 13 Mar 2025
Disentangling Visual Transformers: Patch-level Interpretability for Image Classification Guillaume Jeanneret Loïc Simon F. Jurie ViT 41 0 0 24 Feb 2025
Unsupervised Part Discovery via Dual Representation Alignment Jiahao Xia Wenjian Huang Min Xu Jianguo Zhang Haimin Zhang Ziyu Sheng Dong Xu 31 0 0 15 Aug 2024
Domain-invariant Representation Learning via Segment Anything Model for Blood Cell Classification Yongcheng Li Lingcong Cai Ying Lu Cheng Lin Yupeng Zhang ... Genan Dai Bowen Zhang Jingzhou Cao Xiangzhong Zhang Xiaomao Fan 38 1 0 14 Aug 2024
PDiscoFormer: Relaxing Part Discovery Constraints with Vision Transformers Ananthu Aniraj C. Dantas Dino Ienco Diego Marcos 26 1 0 05 Jul 2024
Understanding Multi-Granularity for Open-Vocabulary Part Segmentation Jiho Choi Seonho Lee Seungho Lee Minhyun Lee Hyunjung Shim OCL 33 0 0 17 Jun 2024
LucidPPN: Unambiguous Prototypical Parts Network for User-centric Interpretable Computer Vision Mateusz Pach Dawid Rymarczyk K. Lewandowska Jacek Tabor Bartosz Zieliñski 16 7 0 23 May 2024
Low-Resource Vision Challenges for Foundation Models Yunhua Zhang Hazel Doughty Cees G. M. Snoek VLM 22 5 0 09 Jan 2024
Part-Based Models Improve Adversarial Robustness Chawin Sitawarin Kornrapat Pongmala Yizheng Chen Nicholas Carlini David A. Wagner 36 11 0 15 Sep 2022
Unsupervised Part Discovery from Contrastive Reconstruction Subhabrata Choudhury Iro Laina Christian Rupprecht Andrea Vedaldi OCL SSL 157 60 0 11 Nov 2021
Fine-Grained Image Analysis with Deep Learning: A Survey Xiu-Shen Wei Yi-Zhe Song Oisin Mac Aodha Jianxin Wu Yuxin Peng Jinhui Tang Jian Yang Serge J. Belongie 60 277 0 11 Nov 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 283 5,723 0 29 Apr 2021