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How Visual Representations Map to Language Feature Space in Multimodal LLMs

v1v2 (latest)

How Visual Representations Map to Language Feature Space in Multimodal LLMs

13 June 2025

Constantin Venhoff

ArXiv (abs)PDF HTML

Papers citing "How Visual Representations Map to Language Feature Space in Multimodal LLMs"

5 / 5 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

48

0

0

02 Dec 2025

Multimodal Safety Is Asymmetric: Cross-Modal Exploits Unlock Black-Box MLLMs Jailbreaks

Multimodal Safety Is Asymmetric: Cross-Modal Exploits Unlock Black-Box MLLMs Jailbreaks

110

1

0

20 Oct 2025

Understanding Language Prior of LVLMs by Contrasting Chain-of-Embedding

Understanding Language Prior of LVLMs by Contrasting Chain-of-Embedding

163

1

1

27 Sep 2025

Visual Representation Alignment for Multimodal Large Language Models

Visual Representation Alignment for Multimodal Large Language Models

...

124

10

0

09 Sep 2025

Interpretable Open-Vocabulary Referring Object Detection with Reverse Contrast Attention

Interpretable Open-Vocabulary Referring Object Detection with Reverse Contrast Attention

Drandreb Earl O. Juanico

Rowel O. Atienza

Jeffrey Kenneth Go

267

0

0

26 Jul 2025