MMNeuron: Discovering Neuron-Level Domain-Specific Interpretation in
Multimodal Large Language Model

MMNeuron: Discovering Neuron-Level Domain-Specific Interpretation in Multimodal Large Language Model

17 June 2024

Xuming Hu

Papers citing "MMNeuron: Discovering Neuron-Level Domain-Specific Interpretation in Multimodal Large Language Model"

6 / 6 papers shown

Title
Interpreting Neurons in Deep Vision Networks with Language Models Nicholas Bai Rahul A. Iyer Tuomas P. Oikarinen Akshay Kulkarni Tsui-Wei Weng MILM 71 5 0 20 Feb 2025
Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations Nick Jiang Anish Kachinthaya Suzie Petryk Yossi Gandelsman VLM 34 14 0 03 Oct 2024
Do Llamas Work in English? On the Latent Language of Multilingual Transformers Chris Wendler V. Veselovsky Giovanni Monea Robert West 56 95 0 16 Feb 2024
$Neuron-based Multifractal Analysis of Neuron Interaction Dynamics in Large Models$ Neuron-based Multifractal Analysis of Neuron Interaction Dynamics in Large Models Xiongye Xiao Chenyu Zhou Heng Ping De-An Cao Yaxing Li Yizhuo Zhou Shixuan Li Paul Bogdan Paul Bogdan AI4CE 44 3 0 14 Feb 2024
Natural Language Descriptions of Deep Visual Features Evan Hernandez Sarah Schwettmann David Bau Teona Bagashvili Antonio Torralba Jacob Andreas MILM 201 117 0 26 Jan 2022
RSVQA: Visual Question Answering for Remote Sensing Data Sylvain Lobry Diego Marcos J. Murray D. Tuia 72 205 0 16 Mar 2020