Cover Image

MaskFocus: Focusing Policy Optimization on Critical Steps for Masked Image Generation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Guohui, Yu, Hu, Ma, Xiaoxiao, Pan, Yaning, Xu, Hang, Zhao, Feng
Format:	Preprint
Published:	2025
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

Group Critical-token Policy Optimization for Autoregressive Image Generation
by: Zhang, Guohui, et al.
Published: (2025)

FocusDiT: Masking Queries in Diffusion Transformers for Fine-grained Image Generation
by: Fang, Xueji, et al.
Published: (2026)

STAGE: Stable and Generalizable GRPO for Autoregressive Image Generation
by: Ma, Xiaoxiao, et al.
Published: (2025)

Mask Image Watermarking
by: Hu, Runyi, et al.
Published: (2025)

Learning Mask Invariant Mutual Information for Masked Image Modeling
by: Huang, Tao, et al.
Published: (2025)

FocusMAE: Gallbladder Cancer Detection from Ultrasound Videos with Focused Masked Autoencoders
by: Basu, Soumen, et al.
Published: (2024)

CAMO: Correlation-Aware Mask Optimization with Modulated Reinforcement Learning
by: Liang, Xiaoxiao, et al.
Published: (2024)

Focusing Image Generation to Mitigate Spurious Correlations
by: Li, Xuewei, et al.
Published: (2024)

Reinforcement Learning Meets Masked Generative Models: Mask-GRPO for Text-to-Image Generation
by: Luo, Yifu, et al.
Published: (2025)

A novel Facial Recognition technique with Focusing on Masked Faces
by: Abdullah, Dana A, et al.
Published: (2025)

Focus on Texture: Rethinking Pre-training in Masked Autoencoders for Medical Image Classification
by: Madan, Chetan, et al.
Published: (2025)

Q-Mask: Query-driven Causal Masks for Text Anchoring in OCR-Oriented Vision-Language Models
by: Xu, Longwei, et al.
Published: (2026)

Autoregressive Image Generation with Masked Bit Modeling
by: Yu, Qihang, et al.
Published: (2026)

From Prototypes to General Distributions: An Efficient Curriculum for Masked Image Modeling
by: Lin, Jinhong, et al.
Published: (2024)

Few-shot Image Generation via Masked Discrimination
by: Zhu, Jingyuan, et al.
Published: (2022)

MaskAnyNet: Rethinking Masked Image Regions as Valuable Information in Supervised Learning
by: Hong, Jingshan, et al.
Published: (2025)

FocusDiff: Advancing Fine-Grained Text-Image Alignment for Autoregressive Visual Generation through RL
by: Pan, Kaihang, et al.
Published: (2025)

GenMask: Adapting DiT for Segmentation via Direct Mask Generation
by: Yang, Yuhuan, et al.
Published: (2026)

Global Prompt Refinement with Non-Interfering Attention Masking for One-Shot Federated Learning
by: Qi, Zhuang, et al.
Published: (2025)

MaskMamba: A Hybrid Mamba-Transformer Model for Masked Image Generation
by: Chen, Wenchao, et al.
Published: (2024)

Mask-ControlNet: Higher-Quality Image Generation with An Additional Mask Prompt
by: Huang, Zhiqi, et al.
Published: (2024)

Generative Multi-Focus Image Fusion
by: Xie, Xinzhe, et al.
Published: (2025)

KMM: Key Frame Mask Mamba for Extended Motion Generation
by: Zhang, Zeyu, et al.
Published: (2024)

Effective and Efficient Masked Image Generation Models
by: You, Zebin, et al.
Published: (2025)

AEMIM: Adversarial Examples Meet Masked Image Modeling
by: Xiang, Wenzhao, et al.
Published: (2024)

Masked Generative Transformer Is What You Need for Image Editing
by: Chow, Wei, et al.
Published: (2026)

ReMoMask: Retrieval-Augmented Masked Motion Generation
by: Li, Zhengdao, et al.
Published: (2025)

Mask$^2$DiT: Dual Mask-based Diffusion Transformer for Multi-Scene Long Video Generation
by: Qi, Tianhao, et al.
Published: (2025)

Accelerating Inference of Masked Image Generators via Reinforcement Learning
by: Subbaraman, Pranav, et al.
Published: (2025)

Beyond Random Masking: A Dual-Stream Approach for Rotation-Invariant Point Cloud Masked Autoencoders
by: Yin, Xuanhua, et al.
Published: (2025)

FocusDPO: Dynamic Preference Optimization for Multi-Subject Personalized Image Generation via Adaptive Focus
by: Jin, Qiaoqiao, et al.
Published: (2025)

Halton Scheduler For Masked Generative Image Transformer
by: Besnier, Victor, et al.
Published: (2025)

Mask-TS Net: Mask Temperature Scaling Uncertainty Calibration for Polyp Segmentation
by: Zhang, Yudian, et al.
Published: (2024)

Mask-Adapter: The Devil is in the Masks for Open-Vocabulary Segmentation
by: Li, Yongkang, et al.
Published: (2024)

MRT: Masked Region Transformer for Layered Image Generation and Editing at Scale
by: Tang, Zhicong, et al.
Published: (2026)

CM-MaskSD: Cross-Modality Masked Self-Distillation for Referring Image Segmentation
by: Wang, Wenxuan, et al.
Published: (2023)

FINECAPTION: Compositional Image Captioning Focusing on Wherever You Want at Any Granularity
by: Hua, Hang, et al.
Published: (2024)

Compress to Focus: Efficient Coordinate Compression for Policy Optimization in Multi-Turn GUI Agents
by: Song, Yurun, et al.
Published: (2026)

Mask What Matters: Controllable Text-Guided Masking for Self-Supervised Medical Image Analysis
by: Wang, Ruilang, et al.
Published: (2025)

Masks Can Talk: Extracting Structured Text Information from Single-Modal Images for Remote Sensing Change Detection
by: Zheng, Kai, et al.
Published: (2026)