Sonia Joseph

According to our database1, Sonia Joseph authored at least 10 papers between 2024 and 2026.

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Timeline

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Bibliography

2026
Interpreting Physics in Video World Models.
CoRR, February, 2026

Sparse CLIP: Co-Optimizing Interpretability and Performance in Contrastive Learning.
CoRR, January, 2026

2025
Too Late to Recall: Explaining the Two-Hop Problem in Multimodal Knowledge Retrieval.
CoRR, December, 2025

Into the Rabbit Hull: From Task-Relevant Concepts in DINO to Minkowski Geometry.
CoRR, October, 2025

From Noise to Narrative: Tracing the Origins of Hallucinations in Transformers.
CoRR, September, 2025

How Visual Representations Map to Language Feature Space in Multimodal LLMs.
CoRR, June, 2025

Prisma: An Open Source Toolkit for Mechanistic Interpretability in Vision and Video.
CoRR, April, 2025

Steering CLIP's vision transformer with sparse autoencoders.
CoRR, April, 2025

Decoding Vision Transformers: the Diffusion Steering Lens.
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.
CoRR, 2024


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