Interpreting CLIP with Sparse Linear Concept Embeddings (SpLiCE)

Interpreting CLIP with Sparse Linear Concept Embeddings (SpLiCE)

16 February 2024

Alexander X. Oesterling

Flavio du Pin Calmon

Himabindu Lakkaraju

Papers citing "Interpreting CLIP with Sparse Linear Concept Embeddings (SpLiCE)"

7 / 7 papers shown

Title
The Dual Power of Interpretable Token Embeddings: Jailbreaking Attacks and Defenses for Diffusion Model Unlearning Siyi Chen Yimeng Zhang Sijia Liu Q. Qu AAML 61 0 0 30 Apr 2025
An interpretable approach to automating the assessment of biofouling in video footage Evelyn J. Mannix Bartholomew A. Woodham 56 0 0 17 Mar 2025
Universal Sparse Autoencoders: Interpretable Cross-Model Concept Alignment Harrish Thasarathan Julian Forsyth Thomas Fel M. Kowal Konstantinos G. Derpanis 95 7 0 06 Feb 2025
ResiDual Transformer Alignment with Spectral Decomposition Lorenzo Basile Valentino Maiorca Luca Bortolussi Emanuele Rodolà Francesco Locatello 43 1 0 31 Oct 2024
Linearly Mapping from Image to Text Space Jack Merullo Louis Castricato Carsten Eickhoff Ellie Pavlick VLM 159 104 0 30 Sep 2022
Post-hoc Concept Bottleneck Models Mert Yuksekgonul Maggie Wang James Y. Zou 133 182 0 31 May 2022
On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors Adriano Lucieri Muhammad Naseer Bajwa S. Braun M. I. Malik Andreas Dengel Sheraz Ahmed MedIm 152 64 0 05 May 2020