Cover Image

vGamba: Attentive State Space Bottleneck for efficient Long-range Dependencies in Visual Recognition

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Haruna, Yunusa, Lawan, Adamu, Muhammad, Shamsuddeen Hassan, Zhang, Jiaquan, Zhang, Chaoning
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

Bias Redistribution in Visual Machine Unlearning: Does Forgetting One Group Harm Another?
by: Haruna, Yunusa, et al.
Published: (2026)

iiANET: Inception Inspired Attention Hybrid Network for efficient Long-Range Dependency
by: Yunusa, Haruna, et al.
Published: (2024)

Enhancing Long-Range Dependency with State Space Model and Kolmogorov-Arnold Networks for Aspect-Based Sentiment Analysis
by: Lawan, Adamu, et al.
Published: (2024)

KonvLiNA: Integrating Kolmogorov-Arnold Network with Linear Nyström Attention for feature fusion in Crop Field Detection
by: Yunusa, Haruna, et al.
Published: (2024)

GateMABSA: Aspect-Image Gated Fusion for Multimodal Aspect-based Sentiment Analysis
by: Lawan, Adamu, et al.
Published: (2025)

SaRPFF: A Self-Attention with Register-based Pyramid Feature Fusion module for enhanced RLD detection
by: Haruna, Yunusa, et al.
Published: (2024)

Exploring the Synergies of Hybrid CNNs and ViTs Architectures for Computer Vision: A survey
by: Yunusa, Haruna, et al.
Published: (2024)

AF-MAT: Aspect-aware Flip-and-Fuse xLSTM for Aspect-based Sentiment Analysis
by: Lawan, Adamu, et al.
Published: (2025)

Amplifying Aspect-Sentence Awareness: A Novel Approach for Aspect-Based Sentiment Analysis
by: Lawan, Adamu, et al.
Published: (2024)

DualKanbaFormer: An Efficient Selective Sparse Framework for Multimodal Aspect-based Sentiment Analysis
by: Lawan, Adamu, et al.
Published: (2024)

M2ANET: Mobile Malaria Attention Network for efficient classification of plasmodium parasites in blood cells
by: Ali, Salam Ahmed, et al.
Published: (2024)

Mixture of Balanced Information Bottlenecks for Long-Tailed Visual Recognition
by: Lan, Yifan, et al.
Published: (2025)

Spatial Information Bottleneck for Interpretable Visual Recognition
by: Shu, Kaixiang, et al.
Published: (2025)

Mamba-Adaptor: State Space Model Adaptor for Visual Recognition
by: Xie, Fei, et al.
Published: (2025)

MambaIRv2: Attentive State Space Restoration
by: Guo, Hang, et al.
Published: (2024)

Gamba: Marry Gaussian Splatting with Mamba for single view 3D reconstruction
by: Shen, Qiuhong, et al.
Published: (2024)

Fast SAM2 with Text-Driven Token Pruning
by: Mandal, Avilasha, et al.
Published: (2025)

Toward Next-generation Medical Vision Backbones: Modeling Finer-grained Long-range Visual Dependency
by: Meng, Mingyuan
Published: (2025)

Black-box Targeted Adversarial Attack on Segment Anything (SAM)
by: Zheng, Sheng, et al.
Published: (2023)

LLaVA-FA: Learning Fourier Approximation for Compressing Large Multimodal Models
by: Zheng, Pengcheng, et al.
Published: (2026)

Long-Tailed Continual Learning For Visual Food Recognition
by: He, Jiangpeng, et al.
Published: (2023)

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

Holistic Surgical Phase Recognition with Hierarchical Input Dependent State Space Models
by: Wu, Haoyang, et al.
Published: (2025)

TRACE: Thermal Recognition Attentive-Framework for CO2 Emissions from Livestock
by: Islam, Taminul, et al.
Published: (2026)

Improving Visual Prompt Tuning by Gaussian Neighborhood Minimization for Long-Tailed Visual Recognition
by: Li, Mengke, et al.
Published: (2024)

Semantic-guided Fine-tuning of Foundation Model for Long-tailed Visual Recognition
by: Peng, Yufei, et al.
Published: (2025)

MV-GMN: State Space Model for Multi-View Action Recognition
by: Lin, Yuhui, et al.
Published: (2025)

PASS: Path-selective State Space Model for Event-based Recognition
by: Zhou, Jiazhou, et al.
Published: (2024)

Representation Learning for Compressed Video Action Recognition via Attentive Cross-modal Interaction with Motion Enhancement
by: Li, Bing, et al.
Published: (2022)

D$^{2}$-VPR: A Parameter-efficient Visual-foundation-model-based Visual Place Recognition Method via Knowledge Distillation and Deformable Aggregation
by: Zhang, Zheyuan, et al.
Published: (2025)

Spatial-Mamba: Effective Visual State Space Models via Structure-aware State Fusion
by: Xiao, Chaodong, et al.
Published: (2024)

Deformable Attentive Visual Enhancement for Referring Segmentation Using Vision-Language Model
by: Dalaq, Alaa, et al.
Published: (2025)

PCBEAR: Pose Concept Bottleneck for Explainable Action Recognition
by: Lee, Jongseo, et al.
Published: (2025)

Long-Context State-Space Video World Models
by: Po, Ryan, et al.
Published: (2025)

VLM-KD: Knowledge Distillation from VLM for Long-Tail Visual Recognition
by: Zhang, Zaiwei, et al.
Published: (2024)

Scalable Visual State Space Model with Fractal Scanning
by: Tang, Lv, et al.
Published: (2024)

DefMamba: Deformable Visual State Space Model
by: Liu, Leiye, et al.
Published: (2025)

Learning Pyramid-structured Long-range Dependencies for 3D Human Pose Estimation
by: Wei, Mingjie, et al.
Published: (2025)

VMambaCC: A Visual State Space Model for Crowd Counting
by: Ma, Hao-Yuan, et al.
Published: (2024)

Regressing Transformers for Data-efficient Visual Place Recognition
by: Leyva-Vallina, María, et al.
Published: (2024)