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A Simple Interpretable Transformer for Fine-Grained Image Classification
  and Analysis

A Simple Interpretable Transformer for Fine-Grained Image Classification and Analysis

7 November 2023
Dipanjyoti Paul
A. Chowdhury
Xinqi Xiong
Feng-Ju Chang
David Carlyn
Samuel Stevens
Kaiya L. Provost
Anuj Karpatne
Bryan Carstens
Daniel Rubenstein
Charles V. Stewart
Tanya Berger-Wolf
Yu-Chuan Su
Wei-Lun Chao
    ViT
ArXivPDFHTML

Papers citing "A Simple Interpretable Transformer for Fine-Grained Image Classification and Analysis"

9 / 9 papers shown
Title
Symbolic Rule Extraction from Attention-Guided Sparse Representations in Vision Transformers
Symbolic Rule Extraction from Attention-Guided Sparse Representations in Vision Transformers
Parth Padalkar
Gopal Gupta
31
0
0
10 May 2025
Disentangling Visual Transformers: Patch-level Interpretability for Image Classification
Disentangling Visual Transformers: Patch-level Interpretability for Image Classification
Guillaume Jeanneret
Loïc Simon
F. Jurie
ViT
66
0
0
24 Feb 2025
Sparse Autoencoders for Scientifically Rigorous Interpretation of Vision Models
Sparse Autoencoders for Scientifically Rigorous Interpretation of Vision Models
Samuel Stevens
Wei-Lun Chao
T. Berger-Wolf
Yu-Chuan Su
VLM
74
2
0
10 Feb 2025
Interpretable Image Classification with Adaptive Prototype-based Vision
  Transformers
Interpretable Image Classification with Adaptive Prototype-based Vision Transformers
Chiyu Ma
J. Donnelly
Wenjun Liu
Soroush Vosoughi
Cynthia Rudin
Chaofan Chen
ViT
47
8
0
28 Oct 2024
Hierarchical Conditioning of Diffusion Models Using Tree-of-Life for
  Studying Species Evolution
Hierarchical Conditioning of Diffusion Models Using Tree-of-Life for Studying Species Evolution
Yuanqing Wang
Arka Daw
M. Maruf
Josef C. Uyeda
Wasila Dahdul
...
James P. Balhoff
Kyunghyun Cho
Charles V. Stewart
Tanya Berger-Wolf
Anuj Karpatne
AI4CE
32
1
0
31 Jul 2024
Fish-Vista: A Multi-Purpose Dataset for Understanding & Identification of Traits from Images
Fish-Vista: A Multi-Purpose Dataset for Understanding & Identification of Traits from Images
Kazi Sajeed Mehrab
M. Maruf
Arka Daw
Harish Babu Manogaran
Abhilash Neog
...
Paula Mabee
Wasila Dahdul
Anuj Karpatne
Wasila M Dahdul
Anuj Karpatne
41
4
0
10 Jul 2024
ComFe: An Interpretable Head for Vision Transformers
ComFe: An Interpretable Head for Vision Transformers
Evelyn J. Mannix
H. Bondell
Howard Bondell
VLM
ViT
34
1
0
07 Mar 2024
Emerging Properties in Self-Supervised Vision Transformers
Emerging Properties in Self-Supervised Vision Transformers
Mathilde Caron
Hugo Touvron
Ishan Misra
Hervé Jégou
Julien Mairal
Piotr Bojanowski
Armand Joulin
383
5,818
0
29 Apr 2021
ImageNet Large Scale Visual Recognition Challenge
ImageNet Large Scale Visual Recognition Challenge
Olga Russakovsky
Jia Deng
Hao Su
J. Krause
S. Satheesh
...
A. Karpathy
A. Khosla
Michael S. Bernstein
Alexander C. Berg
Li Fei-Fei
VLM
ObjD
307
39,238
0
01 Sep 2014
1