From Semantics to Pixels: Coarse-to-Fine Masked Autoencoders for Hierarchical Visual Understanding
Fuente:
arXiv
Saved in:
| Main Authors: | Xiang, Wenzhao, Wu, Yue, Yu, Hongyang, Gao, Feng, Yang, Fan, Chen, Xilin |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Wavelet-Driven Masked Image Modeling: A Path to Efficient Visual Representation
by: Xiang, Wenzhao, et al.
Published: (2025)
by: Xiang, Wenzhao, et al.
Published: (2025)
AEMIM: Adversarial Examples Meet Masked Image Modeling
by: Xiang, Wenzhao, et al.
Published: (2024)
by: Xiang, Wenzhao, et al.
Published: (2024)
Exploring Semantic Masked Autoencoder for Self-supervised Point Cloud Understanding
by: Zha, Yixin, et al.
Published: (2025)
by: Zha, Yixin, et al.
Published: (2025)
From Web to Pixels: Bringing Agentic Search into Visual Perception
by: Yang, Bokang, et al.
Published: (2026)
by: Yang, Bokang, et al.
Published: (2026)
The Prism Hypothesis: Harmonizing Semantic and Pixel Representations via Unified Autoencoding
by: Fan, Weichen, et al.
Published: (2025)
by: Fan, Weichen, et al.
Published: (2025)
UniDoc-RL: Coarse-to-Fine Visual RAG with Hierarchical Actions and Dense Rewards
by: Wang, Jun, et al.
Published: (2026)
by: Wang, Jun, et al.
Published: (2026)
Hierarchical Semantic Correlation-Aware Masked Autoencoder for Unsupervised Audio-Visual Representation Learning
by: Zeng, Donghuo, et al.
Published: (2026)
by: Zeng, Donghuo, et al.
Published: (2026)
Coarse-to-Fine: Progressive Image Compression for Semantically Hierarchical Classification
by: Kim, Jungwoo, et al.
Published: (2026)
by: Kim, Jungwoo, et al.
Published: (2026)
Improving Masked Autoencoders by Learning Where to Mask
by: Chen, Haijian, et al.
Published: (2023)
by: Chen, Haijian, et al.
Published: (2023)
Granular Computing-driven SAM: From Coarse-to-Fine Guidance for Prompt-Free Segmentation
by: Yu, Qiyang, et al.
Published: (2025)
by: Yu, Qiyang, et al.
Published: (2025)
Hierarchical Context Transformer for Multi-level Semantic Scene Understanding
by: Hao, Luoying, et al.
Published: (2025)
by: Hao, Luoying, et al.
Published: (2025)
Deep Lossless Image Compression via Masked Sampling and Coarse-to-Fine Auto-Regression
by: Li, Tiantian, et al.
Published: (2025)
by: Li, Tiantian, et al.
Published: (2025)
Coarse-to-Fine Hierarchical Alignment for UAV-based Human Detection using Diffusion Models
by: Li, Wenda, et al.
Published: (2025)
by: Li, Wenda, et al.
Published: (2025)
SceneParser: Hierarchical Scene Parsing for Visual Semantics Understanding
by: Xu, Pengxin, et al.
Published: (2026)
by: Xu, Pengxin, et al.
Published: (2026)
PixCLIP: Achieving Fine-grained Visual Language Understanding via Any-granularity Pixel-Text Alignment Learning
by: Xiao, Yicheng, et al.
Published: (2025)
by: Xiao, Yicheng, et al.
Published: (2025)
Zoom-Zero: Reinforced Coarse-to-Fine Video Understanding via Temporal Zoom-in
by: Shen, Xiaoqian, et al.
Published: (2025)
by: Shen, Xiaoqian, et al.
Published: (2025)
CoF: Coarse to Fine-Grained Image Understanding for Multi-modal Large Language Models
by: Wang, Yeyuan, et al.
Published: (2024)
by: Wang, Yeyuan, et al.
Published: (2024)
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification
by: Zhang, Yongji, et al.
Published: (2025)
by: Zhang, Yongji, et al.
Published: (2025)
FGAseg: Fine-Grained Pixel-Text Alignment for Open-Vocabulary Semantic Segmentation
by: Li, Bingyu, et al.
Published: (2025)
by: Li, Bingyu, et al.
Published: (2025)
VisKnow: Constructing Visual Knowledge Base for Object Understanding
by: Yao, Ziwei, et al.
Published: (2025)
by: Yao, Ziwei, et al.
Published: (2025)
MultiMAE-DER: Multimodal Masked Autoencoder for Dynamic Emotion Recognition
by: Xiang, Peihao, et al.
Published: (2024)
by: Xiang, Peihao, et al.
Published: (2024)
PriorPath: Coarse-To-Fine Approach for Controlled De-Novo Pathology Semantic Masks Generation
by: Daniel, Nati, et al.
Published: (2024)
by: Daniel, Nati, et al.
Published: (2024)
MLAE: Masked LoRA Experts for Visual Parameter-Efficient Fine-Tuning
by: Wang, Junjie, et al.
Published: (2024)
by: Wang, Junjie, et al.
Published: (2024)
Text-Guided Video Masked Autoencoder
by: Fan, David, et al.
Published: (2024)
by: Fan, David, et al.
Published: (2024)
DiffuMask: Synthesizing Images with Pixel-level Annotations for Semantic Segmentation Using Diffusion Models
by: Wu, Weijia, et al.
Published: (2023)
by: Wu, Weijia, et al.
Published: (2023)
From Pixels to Components: Eigenvector Masking for Visual Representation Learning
by: Bizeul, Alice, et al.
Published: (2025)
by: Bizeul, Alice, et al.
Published: (2025)
IMTS is Worth Time $\times$ Channel Patches: Visual Masked Autoencoders for Irregular Multivariate Time Series Prediction
by: Hu, Zhangyi, et al.
Published: (2025)
by: Hu, Zhangyi, 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)
by: Yin, Xuanhua, et al.
Published: (2025)
Cross-Hierarchical Bidirectional Consistency Learning for Fine-Grained Visual Classification
by: Gao, Pengxiang, et al.
Published: (2025)
by: Gao, Pengxiang, et al.
Published: (2025)
Pixel-SAIL: Single Transformer For Pixel-Grounded Understanding
by: Zhang, Tao, et al.
Published: (2025)
by: Zhang, Tao, et al.
Published: (2025)
UniFlow: A Unified Pixel Flow Tokenizer for Visual Understanding and Generation
by: Yue, Zhengrong, et al.
Published: (2025)
by: Yue, Zhengrong, et al.
Published: (2025)
MaskMatch: Boosting Semi-Supervised Learning Through Mask Autoencoder-Driven Feature Learning
by: Zhang, Wenjin, et al.
Published: (2024)
by: Zhang, Wenjin, et al.
Published: (2024)
Learning Coarse-to-Fine Osteoarthritis Representations under Noisy Hierarchical Labels
by: Zhang, Tongxu
Published: (2026)
by: Zhang, Tongxu
Published: (2026)
Recurrent Video Masked Autoencoders
by: Zoran, Daniel, et al.
Published: (2025)
by: Zoran, Daniel, et al.
Published: (2025)
Representations Before Pixels: Semantics-Guided Hierarchical Video Prediction
by: Karypidis, Efstathios, et al.
Published: (2026)
by: Karypidis, Efstathios, et al.
Published: (2026)
Osprey: Pixel Understanding with Visual Instruction Tuning
by: Yuan, Yuqian, et al.
Published: (2023)
by: Yuan, Yuqian, et al.
Published: (2023)
MAFS: Masked Autoencoder for Infrared-Visible Image Fusion and Semantic Segmentation
by: Wang, Liying, et al.
Published: (2025)
by: Wang, Liying, et al.
Published: (2025)
HypDAE: Hyperbolic Diffusion Autoencoders for Hierarchical Few-shot Image Generation
by: Li, Lingxiao, et al.
Published: (2024)
by: Li, Lingxiao, et al.
Published: (2024)
Scalable Audio-Visual Masked Autoencoders for Efficient Affective Video Facial Analysis
by: Wu, Xuecheng, et al.
Published: (2025)
by: Wu, Xuecheng, et al.
Published: (2025)
From Pixel to Mask: A Survey of Out-of-Distribution Segmentation
by: Zhao, Wenjie, et al.
Published: (2025)
by: Zhao, Wenjie, et al.
Published: (2025)
Similar Items
-
Wavelet-Driven Masked Image Modeling: A Path to Efficient Visual Representation
by: Xiang, Wenzhao, et al.
Published: (2025) -
AEMIM: Adversarial Examples Meet Masked Image Modeling
by: Xiang, Wenzhao, et al.
Published: (2024) -
Exploring Semantic Masked Autoencoder for Self-supervised Point Cloud Understanding
by: Zha, Yixin, et al.
Published: (2025) -
From Web to Pixels: Bringing Agentic Search into Visual Perception
by: Yang, Bokang, et al.
Published: (2026) -
The Prism Hypothesis: Harmonizing Semantic and Pixel Representations via Unified Autoencoding
by: Fan, Weichen, et al.
Published: (2025)