Visualization of Supervised and Self-Supervised Neural Networks via
Attribution Guided Factorization

Visualization of Supervised and Self-Supervised Neural Networks via Attribution Guided Factorization

3 December 2020

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Papers citing "Visualization of Supervised and Self-Supervised Neural Networks via Attribution Guided Factorization"

17 / 17 papers shown

Title
Semantic GUI Scene Learning and Video Alignment for Detecting Duplicate Video-based Bug Reports Yanfu Yan Nathan Cooper Oscar Chaparro Kevin Moran Denys Poshyvanyk 91 8 0 11 Jul 2024
Model Guidance via Explanations Turns Image Classifiers into Segmentation Models Xiaoyan Yu Jannik Franzen Wojciech Samek Marina M.-C. Höhne Dagmar Kainmueller 82 0 0 03 Jul 2024
On the Faithfulness of Vision Transformer Explanations Junyi Wu Weitai Kang Hao Tang Yuan Hong Yan Yan 84 7 0 01 Apr 2024
Token Transformation Matters: Towards Faithful Post-hoc Explanation for Vision Transformer Junyi Wu Bin Duan Weitai Kang Hao Tang Yan Yan 63 9 0 21 Mar 2024
The Hidden Attention of Mamba Models Ameen Ali Itamar Zimerman Lior Wolf Mamba 125 64 0 03 Mar 2024
Towards Better Visualizing the Decision Basis of Networks via Unfold and Conquer Attribution Guidance Jung-Ho Hong Woo-Jeoung Nam Kyu-Sung Jeon Seong-Whan Lee 50 3 0 21 Dec 2023
Dynamic Attention-Guided Diffusion for Image Super-Resolution Brian B. Moser Stanislav Frolov Federico Raue Sebastián M. Palacio Andreas Dengel DiffM 95 5 0 15 Aug 2023
XAI for Self-supervised Clustering of Wireless Spectrum Activity Ljupcho Milosheski Gregor Cerar Blaž Bertalanič Carolina Fortuna M. Mohorčič SSL 95 3 0 17 May 2023
Interpretable Diabetic Retinopathy Diagnosis based on Biomarker Activation Map P. Zang T. Hormel Jie Wang Yukun Guo Steven T. Bailey C. Flaxel David Huang T. Hwang Yali Jia MedIm 73 8 0 13 Dec 2022
A Functional Information Perspective on Model Interpretation Itai Gat Nitay Calderon Roi Reichart Tamir Hazan AAML FAtt 84 6 0 12 Jun 2022
Learning a Weight Map for Weakly-Supervised Localization Tal Shaharabany Lior Wolf WSOL SSL 93 1 0 28 Nov 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 1.0K 6,154 0 29 Apr 2021
Self-supervised object detection from audio-visual correspondence Triantafyllos Afouras Yuki M. Asano Francois Fagan Andrea Vedaldi Florian Metze SSL 112 47 0 13 Apr 2021
Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers Hila Chefer Shir Gur Lior Wolf ViT 103 328 0 29 Mar 2021
Explainability Guided Multi-Site COVID-19 CT Classification Ameen Ali Tal Shaharabany Lior Wolf 85 4 0 25 Mar 2021
Weakly Supervised Recovery of Semantic Attributes Ameen Ali Tomer Galanti Evgeniy Zheltonozhskiy Chaim Baskin Lior Wolf 59 0 0 22 Mar 2021
Transformer Interpretability Beyond Attention Visualization Hila Chefer Shir Gur Lior Wolf 145 681 0 17 Dec 2020