Cover Image

Curriculum Group Policy Optimization: Adaptive Sampling for Unleashing the Potential of Text-to-Image Generation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Baoteng, Zang, Xianghao, Wang, Xinran, Na, Xiangyu, He, Zhixiang, Sun, Hao, Zhang, Chi, He, Zhongjiang, Cao, Tianwei, Liang, Kongming, Ma, Zhanyu
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Detailed Object Description with Controllable Dimensions
by: Wang, Xinran, et al.
Published: (2024)

FairHuman: Boosting Hand and Face Quality in Human Image Generation with Minimum Potential Delay Fairness in Diffusion Models
by: Wang, Yuxuan, et al.
Published: (2025)

DataEvolver: Let Your Data Build and Improve Itself via Goal-Driven Loop Agents
by: Zhang, Qisong, et al.
Published: (2026)

Geometric Image Editing via Effects-Sensitive In-Context Inpainting with Diffusion Transformers
by: Zhang, Shuo, et al.
Published: (2026)

From Simple to Professional: A Combinatorial Controllable Image Captioning Agent
by: Wang, Xinran, et al.
Published: (2024)

Benchmarking Semantic Segmentation Models via Appearance and Geometry Attribute Editing
by: Yin, Zijin, et al.
Published: (2026)

OmniEraser: Remove Objects and Their Effects in Images with Paired Video-Frame Data
by: Wei, Runpu, et al.
Published: (2025)

ProTA: Probabilistic Token Aggregation for Text-Video Retrieval
by: Fang, Han, et al.
Published: (2024)

Harnessing Caption Detailness for Data-Efficient Text-to-Image Generation
by: Wang, Xinran, et al.
Published: (2025)

Evaluating Attribute Comprehension in Large Vision-Language Models
by: Zhang, Haiwen, et al.
Published: (2024)

Comprehensive Anomaly Score Rank Based Unsupervised Sample Selection Method
by: Zhongjiang He, et al.
Published: (2025)

Adaptive Evidential Learning for Temporal-Semantic Robustness in Moment Retrieval
by: Huang, Haojian, et al.
Published: (2025)

Benchmarking Segmentation Models with Mask-Preserved Attribute Editing
by: Yin, Zijin, et al.
Published: (2024)

Disentangle and denoise: Tackling context misalignment for video moment retrieval
by: Ma, Kaijing, et al.
Published: (2024)

CineTechBench: A Benchmark for Cinematographic Technique Understanding and Generation
by: Wang, Xinran, et al.
Published: (2025)

PGP-SAM: Prototype-Guided Prompt Learning for Efficient Few-Shot Medical Image Segmentation
by: Yan, Zhonghao, et al.
Published: (2025)

Entropy-Adaptive Fine-Tuning: Resolving Confident Conflicts to Mitigate Forgetting
by: Diao, Muxi, et al.
Published: (2026)

Unleashing the Potential of All Test Samples: Mean-Shift Guided Test-Time Adaptation
by: Han, Jizhou, et al.
Published: (2025)

DetailVerifyBench: A Benchmark for Dense Hallucination Localization in Long Image Captions
by: Wang, Xinran, et al.
Published: (2026)

AutoRed: A Free-form Adversarial Prompt Generation Framework for Automated Red Teaming
by: Diao, Muxi, et al.
Published: (2025)

On the Sample Complexity of Differentially Private Policy Optimization
by: He, Yi, et al.
Published: (2025)

AceGRPO: Adaptive Curriculum Enhanced Group Relative Policy Optimization for Autonomous Machine Learning Engineering
by: Cai, Yuzhu, et al.
Published: (2026)

Unlocking the Potential of Disulfidptosis‐Related LncRNAs in Lung Adenocarcinoma: A Promising Prognostic LncRNA Model for Survival and Immunotherapy Prediction
by: Xin Nie, et al.
Published: (2024)

Efficient Face Super-Resolution via Wavelet-based Feature Enhancement Network
by: Li, Wenjie, et al.
Published: (2024)

It's Morphing Time: Unleashing the Potential of Multiple LLMs via Multi-objective Optimization
by: Li, Bingdong, et al.
Published: (2024)

SIC3D: Style Image Conditioned Text-to-3D Gaussian Splatting Generation
by: He, Ming, et al.
Published: (2026)

TACL: Threshold-Adaptive Curriculum Learning Strategy for Enhancing Medical Text Understanding
by: Ren, Mucheng, et al.
Published: (2025)

AUTO: Adaptive Outlier Optimization for Test-Time OOD Detection
by: Yang, Puning, et al.
Published: (2023)

Measurement-Constrained Sampling for Text-Prompted Blind Face Restoration
by: Li, Wenjie, et al.
Published: (2025)

Global Position Aware Group Choreography using Large Language Model
by: Pang, Haozhou, et al.
Published: (2025)

Group-Adaptive Threshold Optimization for Robust AI-Generated Text Detection
by: Jung, Minseok, et al.
Published: (2025)

ConMo: Controllable Motion Disentanglement and Recomposition for Zero-Shot Motion Transfer
by: Gao, Jiayi, et al.
Published: (2025)

Toward Generalizable Forgery Detection and Reasoning
by: Gao, Yueying, et al.
Published: (2025)

DriveRX: A Vision-Language Reasoning Model for Cross-Task Autonomous Driving
by: Diao, Muxi, et al.
Published: (2025)

Unleashing Humanoid Reaching Potential via Real-world-Ready Skill Space
by: Zhang, Zhikai, et al.
Published: (2025)

Consensus Group Relative Policy Optimization for Text Generation
by: Ichihara, Yuki, et al.
Published: (2026)

Group Relative Policy Optimization for Image Captioning
by: Liang, Xu
Published: (2025)

CoreMark: Toward Robust and Universal Text Watermarking Technique
by: Meng, Jiale, et al.
Published: (2025)

Unify Graph Learning with Text: Unleashing LLM Potentials for Session Search
by: Wu, Songhao, et al.
Published: (2025)

Hybrid Group Relative Policy Optimization: A Multi-Sample Approach to Enhancing Policy Optimization
by: Sane, Soham
Published: (2025)