Combining Recurrent, Convolutional, and Continuous-time Models with Linear State-Space Layers

26 October 2021

Papers citing "Combining Recurrent, Convolutional, and Continuous-time Models with Linear State-Space Layers"

50 / 89 papers shown

Title
DiffVQA: Video Quality Assessment Using Diffusion Feature Extractor Wei-Ting Chen Yu-Jiet Vong Yi-Tsung Lee Sy-Yen Kuo Qiang Gao Sizhuo Ma Jian Wang 145 0 0 06 May 2025
LMDepth: Lightweight Mamba-based Monocular Depth Estimation for Real-World Deployment Jiahuan Long Xin Zhou MDE 51 0 0 02 May 2025
Mamba Based Feature Extraction And Adaptive Multilevel Feature Fusion For 3D Tumor Segmentation From Multi-modal Medical Image Zexin Ji Beiji Zou Xiaoyan Kui Hua Li P. Vera S. Ruan Mamba 49 0 0 30 Apr 2025
SSD-Poser: Avatar Pose Estimation with State Space Duality from Sparse Observations Shuting Zhao Linxin Bai Liangjing Shao Ye Zhang Xinrong Chen 26 0 0 25 Apr 2025
Revisiting Reset Mechanisms in Spiking Neural Networks for Sequential Modeling: Specialized Discretization for Binary Activated RNN Enqi Zhang MQ 134 0 0 24 Apr 2025
U-Shape Mamba: State Space Model for faster diffusion Alex Ergasti Filippo Botti Tomaso Fontanini Claudio Ferrari Massimo Bertozzi Andrea Prati Mamba 89 0 0 18 Apr 2025
ACMamba: Fast Unsupervised Anomaly Detection via An Asymmetrical Consensus State Space Model Guanchun Wang Xiangrong Zhang Yifei Zhang Zelin Peng Tianyang Zhang Xu Tang Licheng Jiao Mamba 39 0 0 16 Apr 2025
Learning Fine-grained Domain Generalization via Hyperbolic State Space Hallucination Qi Bi Jingjun Yi Haolan Zhan Wei Ji Gui-Song Xia 44 1 0 10 Apr 2025
Audio-visual Controlled Video Diffusion with Masked Selective State Spaces Modeling for Natural Talking Head Generation Fa-Ting Hong Zunnan Xu Zixiang Zhou Jun Zhou Xiu Li Qin Lin Qinglin Lu D. Xu DiffM VGen 57 2 0 03 Apr 2025
From S4 to Mamba: A Comprehensive Survey on Structured State Space Models Shriyank Somvanshi Md Monzurul Islam Mahmuda Sultana Mimi Sazzad Bin Bashar Polock Gaurab Chhetri Subasish Das Mamba AI4TS 42 0 0 22 Mar 2025
MambaIC: State Space Models for High-Performance Learned Image Compression Fanhu Zeng Hao Tang Yihua Shao Siyu Chen Ling Shao Yan Wang Mamba 134 0 0 16 Mar 2025
Key, Value, Compress: A Systematic Exploration of KV Cache Compression Techniques Neusha Javidnia B. Rouhani F. Koushanfar 126 0 0 14 Mar 2025
Label Unbalance in High-frequency Trading Zijian Zhao Xuming Chen Jiayu Wen MingWen Liu Xiaoteng Ma NoLa 48 0 0 13 Mar 2025
BIMBA: Selective-Scan Compression for Long-Range Video Question Answering Md. Mohaiminul Islam Tushar Nagarajan Huiyu Wang Gedas Bertasius Lorenzo Torresani 141 0 0 12 Mar 2025
Dual-Domain Homogeneous Fusion with Cross-Modal Mamba and Progressive Decoder for 3D Object Detection Xuzhong Hu Zaipeng Duan Pei An Jun zhang Jie Ma 3DPC 92 0 0 12 Mar 2025
Spectral State Space Model for Rotation-Invariant Visual Representation Learning Sahar Dastani Ali Bahri Moslem Yazdanpanah Mehrdad Noori David Osowiechi ... Farzad Beizaee Milad Cheraghalikhani A. Mondal H. Lombaert Christian Desrosiers 50 0 0 09 Mar 2025
A Reverse Mamba Attention Network for Pathological Liver Segmentation Jun Zeng Debesh Jha Ertugrul Aktas Elif Keles A. Medetalibeyoğlu ... Robert Lewandowski Daniela Ladner Amir Borhani Gorkem Durak Ulas Bagci Mamba 49 1 0 23 Feb 2025
A Large Recurrent Action Model: xLSTM enables Fast Inference for Robotics Tasks Thomas Schmied Thomas Adler Vihang Patil M. Beck Korbinian Poppel Johannes Brandstetter G. Klambauer Razvan Pascanu Sepp Hochreiter 73 4 0 21 Feb 2025
From Markov to Laplace: How Mamba In-Context Learns Markov Chains Marco Bondaschi Nived Rajaraman Xiuying Wei Kannan Ramchandran Razvan Pascanu Çağlar Gülçehre Michael C. Gastpar Ashok Vardhan Makkuva 63 0 0 17 Feb 2025
RT-DEMT: A hybrid real-time acupoint detection model combining mamba and transformer Shilong Yang Qi Zang Chulong Zhang Lingfeng Huang Yaoqin Xie Mamba 63 1 0 16 Feb 2025
GraphMinNet: Learning Dependencies in Graphs with Light Complexity Minimal Architecture Md. Atik Ahamed Andrew Cheng Q. Ye Q. Cheng GNN 53 0 0 01 Feb 2025
Mamba-Shedder: Post-Transformer Compression for Efficient Selective Structured State Space Models J. P. Muñoz Jinjie Yuan Nilesh Jain Mamba 70 1 0 28 Jan 2025
A Deep State Space Model for Rainfall-Runoff Simulations Yihan Wang Lujun Zhang Annan Yu N. Benjamin Erichson Tiantian Yang 47 1 0 28 Jan 2025
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Yapeng Li Yong Luo L. Zhang Zengmao Wang Bo Du Mamba 58 59 0 10 Jan 2025
Integrating Multi-Modal Input Token Mixer Into Mamba-Based Decision Models: Decision MetaMamba Wall Kim Mamba 55 0 0 10 Jan 2025
OCTAMamba: A State-Space Model Approach for Precision OCTA Vasculature Segmentation Shun Zou Zhuo Zhang Guangwei Gao Mamba 94 1 0 03 Jan 2025
VMamba: Visual State Space Model Yue Liu Yunjie Tian Yuzhong Zhao Hongtian Yu Lingxi Xie Yaowei Wang Qixiang Ye Jianbin Jiao Yunfan Liu Mamba 144 611 0 31 Dec 2024
RGBT Tracking via All-layer Multimodal Interactions with Progressive Fusion Mamba Andong Lu Wanyu Wang Chenglong Li Jin Tang B. Luo Mamba 49 2 0 31 Dec 2024
PTQ4VM: Post-Training Quantization for Visual Mamba Younghyun Cho Changhun Lee Seonggon Kim Eunhyeok Park MQ Mamba 41 2 0 29 Dec 2024
GG-SSMs: Graph-Generating State Space Models Nikola Zubić Davide Scaramuzza Mamba 90 1 0 17 Dec 2024
SegMAN: Omni-scale Context Modeling with State Space Models and Local Attention for Semantic Segmentation Yunxiang Fu Meng Lou Yizhou Yu 112 1 0 16 Dec 2024
Parameter Efficient Mamba Tuning via Projector-targeted Diagonal-centric Linear Transformation Seokil Ham H. Kim Sangmin Woo Changick Kim Mamba 166 0 0 21 Nov 2024
Unlocking State-Tracking in Linear RNNs Through Negative Eigenvalues Riccardo Grazzi Julien N. Siems Jörg K.H. Franke Arber Zela Frank Hutter Massimiliano Pontil 92 11 0 19 Nov 2024
MambaPEFT: Exploring Parameter-Efficient Fine-Tuning for Mamba Masakazu Yoshimura Teruaki Hayashi Yota Maeda Mamba 96 2 0 06 Nov 2024
Layer-Adaptive State Pruning for Deep State Space Models Minseon Gwak Seongrok Moon Joohwan Ko PooGyeon Park 25 0 0 05 Nov 2024
Do Robot Snakes Dream like Electric Sheep? Investigating the Effects of Architectural Inductive Biases on Hallucination Jerry Huang Prasanna Parthasarathi Mehdi Rezagholizadeh Boxing Chen Sarath Chandar 48 0 0 22 Oct 2024
Spatial-Mamba: Effective Visual State Space Models via Structure-aware State Fusion Chaodong Xiao Minghan Li Zhengqiang Zhang Deyu Meng Lei Zhang Mamba 55 4 0 19 Oct 2024
AI-Aided Kalman Filters Nir Shlezinger Guy Revach Anubhab Ghosh S. Chatterjee Shuo Tang Tales Imbiriba J. Duník O. Straka Pau Closas Yonina C. Eldar 69 3 0 16 Oct 2024
GlobalMamba: Global Image Serialization for Vision Mamba Chengkun Wang Wenzhao Zheng Jie Zhou Jiwen Lu Mamba 35 0 0 14 Oct 2024
Lambda-Skip Connections: the architectural component that prevents Rank Collapse Federico Arangath Joseph Jerome Sieber M. Zeilinger Carmen Amo Alonso 33 0 0 14 Oct 2024
Parameter-Efficient Fine-Tuning of State Space Models Kevin Galim Wonjun Kang Yuchen Zeng H. Koo Kangwook Lee 29 4 0 11 Oct 2024
Joint Fine-tuning and Conversion of Pretrained Speech and Language Models towards Linear Complexity Mutian He Philip N. Garner 80 0 0 09 Oct 2024
S7: Selective and Simplified State Space Layers for Sequence Modeling Taylan Soydan Nikola Zubić Nico Messikommer Siddhartha Mishra Davide Scaramuzza 35 4 0 04 Oct 2024
Mamba Neural Operator: Who Wins? Transformers vs. State-Space Models for PDEs Chun-Wun Cheng Jiahao Huang Yi Zhang Guang Yang Carola-Bibiane Schonlieb Angelica I Aviles-Rivero Mamba AI4CE 85 2 0 03 Oct 2024
Tuning Frequency Bias of State Space Models Annan Yu Dongwei Lyu S. H. Lim Michael W. Mahoney N. Benjamin Erichson 38 2 0 02 Oct 2024
SkinMamba: A Precision Skin Lesion Segmentation Architecture with Cross-Scale Global State Modeling and Frequency Boundary Guidance Shun Zou Mingya Zhang Bingjian Fan Zhengyi Zhou Xiuguo Zou Mamba 26 3 0 17 Sep 2024
MambaFoley: Foley Sound Generation using Selective State-Space Models Marco Furio Colombo Francesca Ronchini Luca Comanducci Fabio Antonacci Mamba 20 1 0 13 Sep 2024
Advancing Spatio-Temporal Processing in Spiking Neural Networks through Adaptation Maximilian Baronig Romain Ferrand Silvester Sabathiel R. Legenstein 40 4 0 14 Aug 2024
MambaGesture: Enhancing Co-Speech Gesture Generation with Mamba and Disentangled Multi-Modality Fusion Chencan Fu Yabiao Wang Jiangning Zhang Zhengkai Jiang Xiaofeng Mao Jiafu Wu Weijian Cao Chengjie Wang Yanhao Ge Yong Liu Mamba 35 2 0 29 Jul 2024
Hamba: Single-view 3D Hand Reconstruction with Graph-guided Bi-Scanning Mamba Haoye Dong Aviral Chharia Wenbo Gou Francisco Vicente Carrasco Fernando De la Torre Mamba 49 2 0 12 Jul 2024