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Mamba

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Showing 801–850 of 1058 papers

TitleStatusHype
RemoteDet-Mamba: A Hybrid Mamba-CNN Network for Multi-modal Object Detection in Remote Sensing Images—0
Provable Benefits of Complex Parameterizations for Structured State Space ModelsCode0
DiffImp: Efficient Diffusion Model for Probabilistic Time Series Imputation with Bidirectional Mamba Backbone—0
MambaBEV: An efficient 3D detection model with Mamba2—0
UmambaTSF: A U-shaped Multi-Scale Long-Term Time Series Forecasting Method Using Mamba—0
Mimetic Initialization Helps State Space Models Learn to Recall—0
Hi-Mamba: Hierarchical Mamba for Efficient Image Super-Resolution—0
SlimSeiz: Efficient Channel-Adaptive Seizure Prediction Using a Mamba-Enhanced NetworkCode0
RecurFormer: Not All Transformer Heads Need Self-Attention—0
Moyun: A Diffusion-Based Model for Style-Specific Chinese Calligraphy Generation—0
Joint Fine-tuning and Conversion of Pretrained Speech and Language Models towards Linear ComplexityCode0
Towards Universality: Studying Mechanistic Similarity Across Language Model Architectures—0
Stuffed Mamba: State Collapse and State Capacity of RNN-Based Long-Context Modeling—0
EMMA: Empowering Multi-modal Mamba with Structural and Hierarchical Alignment—0
TIMBA: Time series Imputation with Bi-directional Mamba Blocks and Diffusion models—0
Remote Sensing Image Segmentation Using Vision Mamba and Multi-Scale Multi-Frequency Feature Fusion—0
IGroupSS-Mamba: Interval Group Spatial-Spectral Mamba for Hyperspectral Image Classification—0
A Deep Learning-Based Approach for Mangrove MonitoringCode0
Falcon Mamba: The First Competitive Attention-free 7B Language Model—0
Mamba Capsule Routing Towards Part-Whole Relational Camouflaged Object DetectionCode0
Fundamental Limitations on Subquadratic Alternatives to Transformers—0
Can Mamba Always Enjoy the "Free Lunch"?—0
Demystifying the Token Dynamics of Deep Selective State Space Models—0
HRVMamba: High-Resolution Visual State Space Model for Dense PredictionCode0
Crafting Narrative Closures: Zero-Shot Learning with SSM Mamba for Short Story Ending Generation—0
TRIS-HAR: Transmissive Reconfigurable Intelligent Surfaces-assisted Cognitive Wireless Human Activity Recognition Using State Space Models—0
Mamba Neural Operator: Who Wins? Transformers vs. State-Space Models for PDEs—0
CXPMRG-Bench: Pre-training and Benchmarking for X-ray Medical Report Generation on CheXpert Plus Dataset—0
MAP: Unleashing Hybrid Mamba-Transformer Vision Backbone's Potential with Masked Autoregressive Pretraining—0
A SSM is Polymerized from Multivariate Time SeriesCode0
MaskMamba: A Hybrid Mamba-Transformer Model for Masked Image Generation—0
MambaEviScrib: Mamba and Evidence-Guided Consistency Enhance CNN Robustness for Scribble-Based Weakly Supervised Ultrasound Image SegmentationCode0
Speech-Mamba: Long-Context Speech Recognition with Selective State Spaces Models—0
MC-SEMamba: A Simple Multi-channel Extension of SEMamba—0
Classification of Gleason Grading in Prostate Cancer Histopathology Images Using Deep Learning Techniques: YOLO, Vision Transformers, and Vision MambaCode0
Segmentation Strategies in Deep Learning for Prostate Cancer Diagnosis: A Comparative Study of Mamba, SAM, and YOLOCode0
FSF-Net: Enhance 4D Occupancy Forecasting with Coarse BEV Scene Flow for Autonomous Driving—0
GraspMamba: A Mamba-based Language-driven Grasp Detection Framework with Hierarchical Feature Learning—0
Protein-Mamba: Biological Mamba Models for Protein Function Prediction—0
Test Time Learning for Time Series Forecasting—0
MambaRecon: MRI Reconstruction with Structured State Space ModelsCode0
DeFT-Mamba: Universal Multichannel Sound Separation and Polyphonic Audio Classification—0
StableMamba: Distillation-free Scaling of Large SSMs for Images and Videos—0
Dense-TSNet: Dense Connected Two-Stage Structure for Ultra-Lightweight Speech Enhancement—0
Topological Deep Learning with State-Space Models: A Mamba Approach for Simplicial Complexes—0
SPRMamba: Surgical Phase Recognition for Endoscopic Submucosal Dissection with MambaCode0
Bio-Inspired Mamba: Temporal Locality and Bioplausible Learning in Selective State Space Models—0
Mamba Fusion: Learning Actions Through QuestioningCode0
Unleashing the Potential of Mamba: Boosting a LiDAR 3D Sparse Detector by Using Cross-Model Knowledge Distillation—0
MARCA: Mamba Accelerator with ReConfigurable Architecture—0
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