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Cited By

Steering CLIP's vision transformer with sparse autoencoders

Steering CLIP's vision transformer with sparse autoencoders

11 April 2025

Yossi Gandelsman

Blake A. Richards

ArXiv (abs)PDF HTML

Papers citing "Steering CLIP's vision transformer with sparse autoencoders"

10 / 10 papers shown

Too Late to Recall: Explaining the Two-Hop Problem in Multimodal Knowledge Retrieval

Too Late to Recall: Explaining the Two-Hop Problem in Multimodal Knowledge Retrieval

Constantin Venhoff

58

0

0

02 Dec 2025

MEIcoder: Decoding Visual Stimuli from Neural Activity by Leveraging Most Exciting Inputs

MEIcoder: Decoding Visual Stimuli from Neural Activity by Leveraging Most Exciting Inputs

117

0

0

23 Oct 2025

From Noise to Narrative: Tracing the Origins of Hallucinations in Transformers

From Noise to Narrative: Tracing the Origins of Hallucinations in Transformers

226

1

0

08 Sep 2025

Towards Mechanistic Defenses Against Typographic Attacks in CLIP

Towards Mechanistic Defenses Against Typographic Attacks in CLIP

Constantin Venhoff

Maximilian Dreyer

Sebastian Lapuschkin

167

2

0

28 Aug 2025

From What to How: Attributing CLIP's Latent Components Reveals Unexpected Semantic Reliance

From What to How: Attributing CLIP's Latent Components Reveals Unexpected Semantic Reliance

Maximilian Dreyer

Sebastian Lapuschkin

262

2

0

26 May 2025

Symbolic Rule Extraction from Attention-Guided Sparse Representations in Vision Transformers

Symbolic Rule Extraction from Attention-Guided Sparse Representations in Vision TransformersTheory and Practice of Logic Programming (TPLP), 2025

170

1

0

10 May 2025

Prisma: An Open Source Toolkit for Mechanistic Interpretability in Vision and Video

Prisma: An Open Source Toolkit for Mechanistic Interpretability in Vision and Video

Edward Stevinson

Sebastian Lapuschkin

Blake A. Richards

539

9

0

28 Apr 2025

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

448

32

0

06 Jun 2024

Discriminative Class Tokens for Text-to-Image Diffusion Models

Discriminative Class Tokens for Text-to-Image Diffusion ModelsIEEE International Conference on Computer Vision (ICCV), 2023

Vésteinn Snaebjarnarson

Lior Wolf

Sagie Benaim

399

12

0

30 Mar 2023

Navigating Neural Space: Revisiting Concept Activation Vectors to Overcome Directional Divergence

Navigating Neural Space: Revisiting Concept Activation Vectors to Overcome Directional DivergenceInternational Conference on Learning Representations (ICLR), 2022

Maximilian Dreyer

Moritz Weckbecker

Christopher J. Anders

Sebastian Lapuschkin

359

17

0

07 Feb 2022