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Visual Explanations of Image-Text Representations via Multi-Modal
  Information Bottleneck Attribution

Visual Explanations of Image-Text Representations via Multi-Modal Information Bottleneck Attribution

28 December 2023
Ying Wang
Tim G. J. Rudner
Andrew Gordon Wilson
ArXivPDFHTML

Papers citing "Visual Explanations of Image-Text Representations via Multi-Modal Information Bottleneck Attribution"

6 / 6 papers shown
Title
ABE: A Unified Framework for Robust and Faithful Attribution-Based Explainability
ABE: A Unified Framework for Robust and Faithful Attribution-Based Explainability
Zhiyu Zhu
Jiayu Zhang
Zhibo Jin
Fang Chen
Jianlong Zhou
FAtt
24
0
0
03 May 2025
Narrowing Information Bottleneck Theory for Multimodal Image-Text Representations Interpretability
Narrowing Information Bottleneck Theory for Multimodal Image-Text Representations Interpretability
Zhiyu Zhu
Zhibo Jin
Jiayu Zhang
Nan Yang
Jiahao Huang
Jianlong Zhou
Fang Chen
44
0
0
16 Feb 2025
An Information Criterion for Controlled Disentanglement of Multimodal Data
An Information Criterion for Controlled Disentanglement of Multimodal Data
Chenyu Wang
Sharut Gupta
Xinyi Zhang
Sana Tonekaboni
Stefanie Jegelka
Tommi Jaakkola
Caroline Uhler
DRL
42
1
0
31 Oct 2024
MedCLIP-SAMv2: Towards Universal Text-Driven Medical Image Segmentation
MedCLIP-SAMv2: Towards Universal Text-Driven Medical Image Segmentation
Taha Koleilat
Hojat Asgariandehkordi
H. Rivaz
Yiming Xiao
MedIm
VLM
43
6
0
28 Sep 2024
Clio: Real-time Task-Driven Open-Set 3D Scene Graphs
Clio: Real-time Task-Driven Open-Set 3D Scene Graphs
Dominic Maggio
Yun Chang
Nathan Hughes
Matthew Trang
Dan Griffith
Carlyn Dougherty
Eric Cristofalo
Lukas Schmid
Luca Carlone
3DV
38
33
0
21 Apr 2024
How Much Can CLIP Benefit Vision-and-Language Tasks?
How Much Can CLIP Benefit Vision-and-Language Tasks?
Sheng Shen
Liunian Harold Li
Hao Tan
Joey Tianyi Zhou
Anna Rohrbach
Kai-Wei Chang
Z. Yao
Kurt Keutzer
CLIP
VLM
MLLM
196
405
0
13 Jul 2021
1