Sonia Joseph

According to our database, Sonia Joseph authored at least 5 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

How Visual Representations Map to Language Feature Space in Multimodal LLMs.

Constantin Venhoff, Ashkan Khakzar, Sonia Joseph, Philip Torr, Neel Nanda

CoRR, June, 2025

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

Sonia Joseph, Praneet Suresh, Lorenz Hufe, Edward Stevinson, Robert Graham, Yash Vadi, Danilo Bzdok, Sebastian Lapuschkin, Lee Sharkey, Blake Aaron Richards

CoRR, April, 2025

Steering CLIP's vision transformer with sparse autoencoders.

Sonia Joseph, Praneet Suresh, Ethan Goldfarb, Lorenz Hufe, Yossi Gandelsman, Robert Graham, Danilo Bzdok, Wojciech Samek, Blake Aaron Richards

CoRR, April, 2025

Decoding Vision Transformers: the Diffusion Steering Lens.

Ryota Takatsuki, Sonia Joseph, Ippei Fujisawa, Ryota Kanai

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

2024

Interpretability in Action: Exploratory Analysis of VPT, a Minecraft Agent.

Karolis Jucys, George Adamopoulos, Mehrab Hamidi, Stephanie Milani, Mohammad Reza Samsami, Artem Zholus, Sonia Joseph, Blake A. Richards, Irina Rish, Özgür Simsek

CoRR, 2024