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Interpreting CLIP's Image Representation via Text-Based Decomposition
v1v2v3v4 (latest)

Interpreting CLIP's Image Representation via Text-Based Decomposition

International Conference on Learning Representations (ICLR), 2023
9 October 2023
Yossi Gandelsman
Alexei A. Efros
Jacob Steinhardt
    VLM
ArXiv (abs)PDFHTMLHuggingFace (2 upvotes)

Papers citing "Interpreting CLIP's Image Representation via Text-Based Decomposition"

22 / 122 papers shown
Interpreting the Second-Order Effects of Neurons in CLIP
Interpreting the Second-Order Effects of Neurons in CLIP
Yossi Gandelsman
Alexei A. Efros
Jacob Steinhardt
MILM
450
32
0
06 Jun 2024
Feature contamination: Neural networks learn uncorrelated features and fail to generalize
Feature contamination: Neural networks learn uncorrelated features and fail to generalize
Tianren Zhang
Chujie Zhao
Guanyu Chen
Yizhou Jiang
Feng Chen
OODMLTOODD
439
9
0
05 Jun 2024
Decomposing and Interpreting Image Representations via Text in ViTs
  Beyond CLIP
Decomposing and Interpreting Image Representations via Text in ViTs Beyond CLIP
S. Balasubramanian
Samyadeep Basu
Soheil Feizi
CLIP
272
14
0
03 Jun 2024
I Bet You Did Not Mean That: Testing Semantic Importance via Betting
I Bet You Did Not Mean That: Testing Semantic Importance via Betting
Jacopo Teneggi
Jeremias Sulam
FAtt
325
4
0
29 May 2024
Towards Principled Evaluations of Sparse Autoencoders for
  Interpretability and Control
Towards Principled Evaluations of Sparse Autoencoders for Interpretability and Control
Aleksandar Makelov
Georg Lange
Neel Nanda
367
63
0
14 May 2024
Decomposing and Editing Predictions by Modeling Model Computation
Decomposing and Editing Predictions by Modeling Model Computation
Harshay Shah
Andrew Ilyas
Aleksander Madry
KELM
296
24
0
17 Apr 2024
Evolving Interpretable Visual Classifiers with Large Language Models
Evolving Interpretable Visual Classifiers with Large Language Models
Mia Chiquier
Utkarsh Mall
Carl Vondrick
VLM
258
20
0
15 Apr 2024
Finding Visual Task Vectors
Finding Visual Task Vectors
Alberto Hojel
Yutong Bai
Trevor Darrell
Amir Globerson
Amir Bar
248
14
0
08 Apr 2024
LeGrad: An Explainability Method for Vision Transformers via Feature Formation Sensitivity
LeGrad: An Explainability Method for Vision Transformers via Feature Formation Sensitivity
Walid Bousselham
Angie Boggust
Sofian Chaybouti
Hendrik Strobelt
Hilde Kuehne
340
24
0
04 Apr 2024
The SaTML '24 CNN Interpretability Competition: New Innovations for
  Concept-Level Interpretability
The SaTML '24 CNN Interpretability Competition: New Innovations for Concept-Level Interpretability
Stephen Casper
Jieun Yun
Joonhyuk Baek
Yeseong Jung
Minhwan Kim
...
A. Nicolson
Arush Tagade
Jessica Rumbelow
Hieu Minh Nguyen
Dylan Hadfield-Menell
284
2
0
03 Apr 2024
Sparse Feature Circuits: Discovering and Editing Interpretable Causal Graphs in Language Models
Sparse Feature Circuits: Discovering and Editing Interpretable Causal Graphs in Language Models
Samuel Marks
Can Rager
Eric J. Michaud
Yonatan Belinkov
David Bau
Aaron Mueller
574
256
0
28 Mar 2024
SelfIE: Self-Interpretation of Large Language Model Embeddings
SelfIE: Self-Interpretation of Large Language Model Embeddings
Haozhe Chen
Carl Vondrick
Chengzhi Mao
193
47
0
16 Mar 2024
Diffusion Lens: Interpreting Text Encoders in Text-to-Image Pipelines
Diffusion Lens: Interpreting Text Encoders in Text-to-Image PipelinesAnnual Meeting of the Association for Computational Linguistics (ACL), 2024
Michael Toker
Hadas Orgad
Mor Ventura
Dana Arad
Yonatan Belinkov
DiffM
284
20
0
09 Mar 2024
CARZero: Cross-Attention Alignment for Radiology Zero-Shot
  Classification
CARZero: Cross-Attention Alignment for Radiology Zero-Shot Classification
Zihang Jiang
Qingsong Yao
Zihang Jiang
Rongsheng Wang
Zhiyang He
Xiaodong Tao
S. Kevin Zhou
MedIm
307
36
0
27 Feb 2024
Learning the Unlearned: Mitigating Feature Suppression in Contrastive
  Learning
Learning the Unlearned: Mitigating Feature Suppression in Contrastive Learning
Jihai Zhang
Xiang Lan
Xiaoye Qu
Yu Cheng
Mengling Feng
Bryan Hooi
SSL
308
5
0
19 Feb 2024
Interpreting CLIP with Sparse Linear Concept Embeddings (SpLiCE)
Interpreting CLIP with Sparse Linear Concept Embeddings (SpLiCE)
Usha Bhalla
Alexander X. Oesterling
Suraj Srinivas
Flavio du Pin Calmon
Himabindu Lakkaraju
389
83
0
16 Feb 2024
Bridging Generative and Discriminative Models for Unified Visual
  Perception with Diffusion Priors
Bridging Generative and Discriminative Models for Unified Visual Perception with Diffusion PriorsInternational Joint Conference on Artificial Intelligence (IJCAI), 2024
Shiyin Dong
Mingrui Zhu
Kun Cheng
Nannan Wang
Xinbo Gao
DiffM
158
4
0
29 Jan 2024
Black-Box Access is Insufficient for Rigorous AI Audits
Black-Box Access is Insufficient for Rigorous AI AuditsConference on Fairness, Accountability and Transparency (FAccT), 2024
Stephen Casper
Carson Ezell
Charlotte Siegmann
Noam Kolt
Taylor Lynn Curtis
...
Michael Gerovitch
David Bau
Max Tegmark
David M. Krueger
Dylan Hadfield-Menell
AAML
560
135
0
25 Jan 2024
Learning Interpretable Queries for Explainable Image Classification with Information Pursuit
Learning Interpretable Queries for Explainable Image Classification with Information Pursuit
Stefan Kolek
Aditya Chattopadhyay
Kwan Ho Ryan Chan
Héctor Andrade-Loarca
Gitta Kutyniok
René Vidal
283
5
0
16 Dec 2023
Interpreting and Controlling Vision Foundation Models via Text
  Explanations
Interpreting and Controlling Vision Foundation Models via Text Explanations
Haozhe Chen
Junfeng Yang
Carl Vondrick
Chengzhi Mao
206
8
0
16 Oct 2023
ERM++: An Improved Baseline for Domain Generalization
ERM++: An Improved Baseline for Domain GeneralizationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Piotr Teterwak
Kuniaki Saito
Theodoros Tsiligkaridis
Kate Saenko
Bryan A. Plummer
OOD
291
14
0
04 Apr 2023
A Unified Approach to Interpreting Model Predictions
A Unified Approach to Interpreting Model Predictions
Scott M. Lundberg
Su-In Lee
FAtt
3.8K
29,870
0
22 May 2017
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