Cover Image

SegMAN: Omni-scale Context Modeling with State Space Models and Local Attention for Semantic Segmentation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Fu, Yunxiang, Lou, Meng, Yu, Yizhou
Format:	Preprint
Published:	2024
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

A2Mamba: Attention-augmented State Space Models for Visual Recognition
by: Lou, Meng, et al.
Published: (2025)

LaMamba-Diff: Linear-Time High-Fidelity Diffusion Models Based on Local Attention and Mamba
by: Fu, Yunxiang, et al.
Published: (2024)

SparX: A Sparse Cross-Layer Connection Mechanism for Hierarchical Vision Mamba and Transformer Networks
by: Lou, Meng, et al.
Published: (2024)

Scaling Continual Learning to 300+ Tasks with Bi-Level Routing Mixture-of-Experts
by: Lou, Meng, et al.
Published: (2026)

ContextSeg: Sketch Semantic Segmentation by Querying the Context with Attention
by: Wang, Jiawei, et al.
Published: (2023)

OverLoCK: An Overview-first-Look-Closely-next ConvNet with Context-Mixing Dynamic Kernels
by: Lou, Meng, et al.
Published: (2025)

DreamDA: Generative Data Augmentation with Diffusion Models
by: Fu, Yunxiang, et al.
Published: (2024)

MetaSeg: Content-Aware Meta-Net for Omni-Supervised Semantic Segmentation
by: Jiang, Shenwang, et al.
Published: (2024)

Parameters as Experts: Adapting Vision Models with Dynamic Parameter Routing
by: Lou, Meng, et al.
Published: (2026)

Image Forgery Localization with State Space Models
by: Lou, Zijie, et al.
Published: (2024)

CitySeg: A 3D Open Vocabulary Semantic Segmentation Foundation Model in City-scale Scenarios
by: Xu, Jialei, et al.
Published: (2025)

SegRGB-X: General RGB-X Semantic Segmentation Model
by: Liu, Jiong, et al.
Published: (2026)

OmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation
by: Zhong, Ding, et al.
Published: (2025)

ACS-SegNet: An Attention-Based CNN-SegFormer Segmentation Network for Tissue Segmentation in Histopathology
by: Torbati, Nima, et al.
Published: (2025)

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

SegMaFormer: A Hybrid State-Space and Transformer Model for Efficient Segmentation
by: Nguyen, Duy D., et al.
Published: (2026)

LoGoSeg: Integrating Local and Global Features for Open-Vocabulary Semantic Segmentation
by: Chen, Junyang, et al.
Published: (2026)

SteerSeg: Attention Steering for Reasoning Video Segmentation
by: Cheraghian, Ali, et al.
Published: (2026)

Hierarchical Granularity Alignment and State Space Modeling for Robust Multimodal AU Detection in the Wild
by: Yu, Jun, et al.
Published: (2026)

SegTrans: Transferable Adversarial Examples for Segmentation Models
by: Song, Yufei, et al.
Published: (2025)

ProtoSeg: Interpretable Semantic Segmentation with Prototypical Parts
by: Sacha, Mikołaj, et al.
Published: (2023)

MetaSeg: MetaFormer-based Global Contexts-aware Network for Efficient Semantic Segmentation
by: Kang, Beoungwoo, et al.
Published: (2024)

Samba: Semantic Segmentation of Remotely Sensed Images with State Space Model
by: Zhu, Qinfeng, et al.
Published: (2024)

TransLandSeg: A Transfer Learning Approach for Landslide Semantic Segmentation Based on Vision Foundation Model
by: Hou, Changhong, et al.
Published: (2024)

OmniBind: Large-scale Omni Multimodal Representation via Binding Spaces
by: Wang, Zehan, et al.
Published: (2024)

SSA-Seg: Semantic and Spatial Adaptive Pixel-level Classifier for Semantic Segmentation
by: Ma, Xiaowen, et al.
Published: (2024)

SegReg: Segmenting OARs by Registering MR Images and CT Annotations
by: Zhang, Zeyu, et al.
Published: (2023)

EvSegSNN: Neuromorphic Semantic Segmentation for Event Data
by: Hareb, Dalia, et al.
Published: (2024)

InvSeg: Test-Time Prompt Inversion for Semantic Segmentation
by: Lin, Jiayi, et al.
Published: (2024)

SegRAG: Training-Free Retrieval-Augmented Semantic Segmentation
by: Boudiaf, Abderrahmene, et al.
Published: (2026)

FlowSeg: Dynamic Semantic Guidance for LLM-Conditioned Segmentation
by: Zhang, Zekang, et al.
Published: (2026)

CAT-Seg: Cost Aggregation for Open-Vocabulary Semantic Segmentation
by: Cho, Seokju, et al.
Published: (2023)

OmniRefiner: Reinforcement-Guided Local Diffusion Refinement
by: Liu, Yaoli, et al.
Published: (2025)

Context-Aware Semantic Segmentation via Stage-Wise Attention
by: Carreaud, Antoine, et al.
Published: (2026)

Seg2Change: Adapting Open-Vocabulary Semantic Segmentation Model for Remote Sensing Change Detection
by: Su, You, et al.
Published: (2026)

ClickSeg3D: Few-Click Interactive Segmentation via Semantic Embeddings
by: Kang, Xueyang, et al.
Published: (2026)

Seg-VAR: Image Segmentation with Visual Autoregressive Modeling
by: Zheng, Rongkun, et al.
Published: (2025)

PyramidMamba: Rethinking Pyramid Feature Fusion with Selective Space State Model for Semantic Segmentation of Remote Sensing Imagery
by: Wang, Libo, et al.
Published: (2024)

U-MAN: U-Net with Multi-scale Adaptive KAN Network for Medical Image Segmentation
by: Huang, Bohan, et al.
Published: (2025)

MoRe: Class Patch Attention Needs Regularization for Weakly Supervised Semantic Segmentation
by: Yang, Zhiwei, et al.
Published: (2024)