Finding and Editing Multi-Modal Neurons in Pre-Trained Transformers

Finding and Editing Multi-Modal Neurons in Pre-Trained Transformers

13 November 2023

Xiaozhi Wang

Papers citing "Finding and Editing Multi-Modal Neurons in Pre-Trained Transformers"

10 / 10 papers shown

Title
CMMLoc: Advancing Text-to-PointCloud Localization with Cauchy-Mixture-Model Based Framework Yanlong Xu Haoxuan Qu J. Liu Wenxiao Zhang Xun Yang 38 0 0 04 Mar 2025
Deciphering Functions of Neurons in Vision-Language Models Jiaqi Xu Cuiling Lan Xuejin Chen Yan Lu VLM 70 0 0 10 Feb 2025
Attribution Analysis Meets Model Editing: Advancing Knowledge Correction in Vision Language Models with VisEdit Qizhou Chen Taolin Zhang Chengyu Wang Xiaofeng He Dakan Wang Tingting Liu KELM 39 2 0 19 Aug 2024
Advancing Prompt Learning through an External Layer Fangming Cui Xun Yang Chao Wu Liang Xiao Xinmei Tian VLM 23 1 0 29 Jul 2024
Concept-skill Transferability-based Data Selection for Large Vision-Language Models Jaewoo Lee Boyang Li Sung Ju Hwang VLM 20 8 0 16 Jun 2024
mPLUG-Owl2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration Qinghao Ye Haiyang Xu Jiabo Ye Mingshi Yan Anwen Hu Haowei Liu Qi Qian Ji Zhang Fei Huang Jingren Zhou MLLM VLM 114 367 0 07 Nov 2023
mPLUG-Owl: Modularization Empowers Large Language Models with Multimodality Qinghao Ye Haiyang Xu Guohai Xu Jiabo Ye Ming Yan ... Junfeng Tian Qiang Qi Ji Zhang Feiyan Huang Jingren Zhou VLM MLLM 198 883 0 27 Apr 2023
In-context Learning and Induction Heads Catherine Olsson Nelson Elhage Neel Nanda Nicholas Joseph Nova Dassarma ... Tom B. Brown Jack Clark Jared Kaplan Sam McCandlish C. Olah 234 453 0 24 Sep 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 380 4,010 0 28 Jan 2022
Natural Language Descriptions of Deep Visual Features Evan Hernandez Sarah Schwettmann David Bau Teona Bagashvili Antonio Torralba Jacob Andreas MILM 191 92 0 26 Jan 2022