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Mamba
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Mamba Hawkes Process for Event Sequence Modeling
Unified Medical Image Segmentation with State Space Modeling Snake
A Real-Time System for Egocentric Hand-Object Interaction Detection in Industrial Domains
LangMamba: A Language-driven Mamba Framework for Low-dose CT Denoising with Vision-language Models
Differential Mamba
FindRec: Stein-Guided Entropic Flow for Multi-Modal Sequential Recommendation
MambaFusion: Height-Fidelity Dense Global Fusion for Multi-modal 3D Object Detection
MVNet: Hyperspectral Remote Sensing Image Classification Based on Hybrid Mamba-Transformer Vision Backbone Architecture
Adaptive Gate-Aware Mamba Networks for Magnetic Resonance Fingerprinting
Mamba Guided Boundary Prior Matters: A New Perspective for Generalized Polyp Segmentation
MambAttention: Mamba with Multi-Head Attention for Generalizable Single-Channel Speech Enhancement
MDPG: Multi-domain Diffusion Prior Guidance for MRI Reconstruction
Mamba-FETrack V2: Revisiting State Space Model for Frame-Event based Visual Object Tracking
EAMamba: Efficient All-Around Vision State Space Model for Image Restoration
StruMamba3D: Exploring Structural Mamba for Self-supervised Point Cloud Representation Learning
EAGLE: An Efficient Global Attention Lesion Segmentation Model for Hepatic Echinococcosis
JCAPT: A Joint Modeling Approach for CAPT
FlightKooba: A Fast Interpretable FTP Model
Memba: Membrane-driven Parameter-Efficient Fine-Tuning for Mamba
State-Space Models in Efficient Whispered and Multi-dialect Speech Recognition
VMRA-MaR: An Asymmetry-Aware Temporal Framework for Longitudinal Breast Cancer Risk Prediction
FlowRAM: Grounding Flow Matching Policy with Region-Aware Mamba Framework for Robotic Manipulation
EDNet: A Distortion-Agnostic Speech Enhancement Framework with Gating Mamba Mechanism and Phase Shift-Invariant Training
FADPNet: Frequency-Aware Dual-Path Network for Face Super-Resolution
MT-PCR: A Hybrid Mamba-Transformer with Spatial Serialization for Hierarchical Point Cloud Registration
Stereo sound event localization and detection based on PSELDnet pretraining and BiMamba sequence modeling
Scaling Algorithm Distillation for Continuous Control with Mamba
DART: Differentiable Dynamic Adaptive Region Tokenizer for Vision Transformer and Mamba
M4V: Multi-Modal Mamba for Text-to-Video Generation
Sequential-Parallel Duality in Prefix Scannable Models
SparseSSM: Efficient Selective Structured State Space Models Can Be Pruned in One-Shot
SEMA: a Scalable and Efficient Mamba like Attention via Token Localization and Averaging
MLVTG: Mamba-Based Feature Alignment and LLM-Driven Purification for Multi-Modal Video Temporal Grounding
ECMNet:Lightweight Semantic Segmentation with Efficient CNN-Mamba Network
InceptionMamba: An Efficient Hybrid Network with Large Band Convolution and Bottleneck Mamba
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