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CoTBal: Comprehensive Task Balancing for Multi-Task Visual Instruction Tuning
v1v2 (latest)

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

Yanqi Dai
Dong Jing
Nanyi Fei
Zhiwu Lu
Nanyi Fei
Guoxing Yang
Zhiwu Lu
ArXiv (abs)PDFHTML

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

3 / 3 papers shown
Title
Collaborative Multi-LoRA Experts with Achievement-based Multi-Tasks Loss for Unified Multimodal Information Extraction
Collaborative Multi-LoRA Experts with Achievement-based Multi-Tasks Loss for Unified Multimodal Information Extraction
Li Yuan
Yi Cai
Xudong Shen
Qing Li
Qingbao Huang
Zikun Deng
Tao Wang
MoMeOffRLMoE
91
0
0
08 May 2025
Filter Images First, Generate Instructions Later: Pre-Instruction Data Selection for Visual Instruction Tuning
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
472
1
0
10 Mar 2025
MMRole: A Comprehensive Framework for Developing and Evaluating Multimodal Role-Playing Agents
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
119
9
0
08 Aug 2024

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