Cover Image

UniGRPO: Unified Policy Optimization for Reasoning-Driven Visual Generation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liu, Jie, Ye, Zilyu, Yuan, Linxiao, Zhu, Shenhan, Gao, Yu, Wu, Jie, Li, Kunchang, Wang, Xionghui, Nie, Xiaonan, Huang, Weilin, Ouyang, Wanli
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Leveraging Verifier-Based Reinforcement Learning in Image Editing
by: Guo, Hanzhong, et al.
Published: (2026)

DanceGRPO: Unleashing GRPO on Visual Generation
by: Xue, Zeyue, et al.
Published: (2025)

RewardDance: Reward Scaling in Visual Generation
by: Wu, Jie, et al.
Published: (2025)

UniFormer: Unifying Convolution and Self-attention for Visual Recognition
by: Li, Kunchang, et al.
Published: (2022)

Improving Automatic Parallel Training via Balanced Memory Workload Optimization
by: Wang, Yujie, et al.
Published: (2023)

OneReward: Unified Mask-Guided Image Generation via Multi-Task Human Preference Learning
by: Gong, Yuan, et al.
Published: (2025)

Uni3D-LLM: Unifying Point Cloud Perception, Generation and Editing with Large Language Models
by: Liu, Dingning, et al.
Published: (2024)

F-GRPO: Factorized Group-Relative Policy Optimization for Unified Candidate Generation and Ranking
by: Surana, Rohan, et al.
Published: (2026)

UniAPO: Unified Multimodal Automated Prompt Optimization
by: Zhu, Qipeng, et al.
Published: (2025)

Images in Sentences: Scaling Interleaved Instructions for Unified Visual Generation
by: Zhang, Yabo, et al.
Published: (2026)

Flow-GRPO: Training Flow Matching Models via Online RL
by: Liu, Jie, et al.
Published: (2025)

GRPO-TTA: Test-Time Visual Tuning for Vision-Language Models via GRPO-Driven Reinforcement Learning
by: Li, Yujun, et al.
Published: (2026)

Scaf-GRPO: Scaffolded Group Relative Policy Optimization for Enhancing LLM Reasoning
by: Zhang, Xichen, et al.
Published: (2025)

Latent-GRPO: Group Relative Policy Optimization for Latent Reasoning
by: Deng, Jingcheng, et al.
Published: (2026)

UniToken: Harmonizing Multimodal Understanding and Generation through Unified Visual Encoding
by: Jiao, Yang, et al.
Published: (2025)

dFlowGRPO: Rate-Aware Policy Optimization for Discrete Flow Models
by: Wan, Zhengyan, et al.
Published: (2026)

Faithful GRPO: Improving Visual Spatial Reasoning in Multimodal Language Models via Constrained Policy Optimization
by: Kancheti, Sai Srinivas, et al.
Published: (2026)

UniMind: Unleashing the Power of LLMs for Unified Multi-Task Brain Decoding
by: Lu, Weiheng, et al.
Published: (2025)

UniDream: Unifying Diffusion Priors for Relightable Text-to-3D Generation
by: Liu, Zexiang, et al.
Published: (2023)

UniPixel: Unified Object Referring and Segmentation for Pixel-Level Visual Reasoning
by: Liu, Ye, et al.
Published: (2025)

Stepwise Guided Policy Optimization: Coloring your Incorrect Reasoning in GRPO
by: Chen, Peter, et al.
Published: (2025)

A Unified Framework for Rethinking Policy Divergence Measures in GRPO
by: Wu, Qingyuan, et al.
Published: (2026)

UniVLR: Unifying Text and Vision in Visual Latent Reasoning for Multimodal LLMs
by: Jiang, Houcheng, et al.
Published: (2026)

UniTok: A Unified Tokenizer for Visual Generation and Understanding
by: Ma, Chuofan, et al.
Published: (2025)

UniEmo: Unifying Emotional Understanding and Generation with Learnable Expert Queries
by: Zhu, Yijie, et al.
Published: (2025)

Emerging Properties in Unified Multimodal Pretraining
by: Deng, Chaorui, et al.
Published: (2025)

UniWorld-V1: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation
by: Lin, Bin, et al.
Published: (2025)

GRPO-VPS: Enhancing Group Relative Policy Optimization with Verifiable Process Supervision for Effective Reasoning
by: Wang, Jingyi, et al.
Published: (2026)

SEED-GRPO: Semantic Entropy Enhanced GRPO for Uncertainty-Aware Policy Optimization
by: Chen, Minghan, et al.
Published: (2025)

ROGRAG: A Robustly Optimized GraphRAG Framework
by: Wang, Zhefan, et al.
Published: (2025)

UniMove: A Unified Model for Multi-city Human Mobility Prediction
by: Han, Chonghua, et al.
Published: (2025)

MAR-GRPO: Stabilized GRPO for AR-diffusion Hybrid Image Generation
by: Ma, Xiaoxiao, et al.
Published: (2026)

GraphGen: Enhancing Supervised Fine-Tuning for LLMs with Knowledge-Driven Synthetic Data Generation
by: Chen, Zihong, et al.
Published: (2025)

Context Unrolling in Omni Models
by: Yang, Ceyuan, et al.
Published: (2026)

UniSTD: Towards Unified Spatio-Temporal Learning across Diverse Disciplines
by: Tang, Chen, et al.
Published: (2025)

WS-GRPO: Weakly-Supervised Group-Relative Policy Optimization for Rollout-Efficient Reasoning
by: Mundada, Gagan, et al.
Published: (2026)

UniFL: Improve Latent Diffusion Model via Unified Feedback Learning
by: Zhang, Jiacheng, et al.
Published: (2024)

iGRPO: Self-Feedback-Driven LLM Reasoning
by: Hatamizadeh, Ali, et al.
Published: (2026)

Skywork UniPic: Unified Autoregressive Modeling for Visual Understanding and Generation
by: Wang, Peiyu, et al.
Published: (2025)

DRA-GRPO: Your GRPO Needs to Know Diverse Reasoning Paths for Mathematical Reasoning
by: Chen, Xiwen, et al.
Published: (2025)