CoTBal: Comprehensive Task Balancing for Multi-Task Visual Instruction Tuning

CoTBal: Comprehensive Task Balancing for Multi-Task Visual Instruction Tuning

7 March 2024

Nanyi Fei

Guoxing Yang

Zhiwu Lu

Papers citing "CoTBal: Comprehensive Task Balancing for Multi-Task Visual Instruction Tuning"

4 / 4 papers shown

Title
Filter Images First, Generate Instructions Later: Pre-Instruction Data Selection for Visual Instruction Tuning Bardia Safaei Faizan Siddiqui Jiacong Xu Vishal M. Patel Shao-Yuan Lo VLM 54 0 0 10 Mar 2025
MMRole: A Comprehensive Framework for Developing and Evaluating Multimodal Role-Playing Agents Yanqi Dai Huanran Hu Lei Wang Shengjie Jin X. Chen Zhiwu Lu LLMAG 41 7 0 08 Aug 2024
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
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022