Efficiently Modeling Long Sequences with Structured State Spaces

31 October 2021

Papers citing "Efficiently Modeling Long Sequences with Structured State Spaces"

50 / 1,127 papers shown

Title
HadamRNN: Binary and Sparse Ternary Orthogonal RNNs Armand Foucault Franck Mamalet François Malgouyres MQ 74 0 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
State-space models are accurate and efficient neural operators for dynamical systems Zheyuan Hu Nazanin Ahmadi Daryakenari Qianli Shen Kenji Kawaguchi George Karniadakis Mamba AI4CE 67 11 0 28 Jan 2025
Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space Xin He Y. Wang Wenqi Fan Xu Shen Xin Juan Rui Miao Xin Wang 68 0 0 26 Jan 2025
MambaTron: Efficient Cross-Modal Point Cloud Enhancement using Aggregate Selective State Space Modeling Sai Tarun Inaganti Gennady Petrenko Mamba 74 1 0 25 Jan 2025
CSAOT: Cooperative Multi-Agent System for Active Object Tracking Hy Nguyen Bao Pham Hung Du Srikanth Thudumu Rajesh Vasa K. Mouzakis 42 1 0 23 Jan 2025
GLAM: Global-Local Variation Awareness in Mamba-based World Model Qian He Wenqi Liang Chunhui Hao Gan Sun Jiandong Tian 46 0 0 21 Jan 2025
Towards Scalable and Stable Parallelization of Nonlinear RNNs Xavier Gonzalez Andrew Warrington Jimmy T.H. Smith Scott W. Linderman 87 8 0 17 Jan 2025
Modeling Time-Variant Responses of Optical Compressors with Selective State Space Models Riccardo Simionato Stefano Fasciani 72 1 0 17 Jan 2025
SSD4Rec: A Structured State Space Duality Model for Efficient Sequential Recommendation Haohao Qu Yifeng Zhang Liangbo Ning Wenqi Fan Qing Li Mamba 99 7 0 17 Jan 2025
Skip Mamba Diffusion for Monocular 3D Semantic Scene Completion Li Liang Naveed Akhtar J. Vice Xiangrui Kong Ajmal Saeed Mian 47 1 0 13 Jan 2025
Likelihood Training of Cascaded Diffusion Models via Hierarchical Volume-preserving Maps Henry Li Ronen Basri Y. Kluger DiffM 54 2 0 13 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
MS-Temba : Multi-Scale Temporal Mamba for Efficient Temporal Action Detection Arkaprava Sinha Monish Soundar Raj Pu Wang Ahmed Helmy Srijan Das Mamba 53 3 0 10 Jan 2025
H-MBA: Hierarchical MamBa Adaptation for Multi-Modal Video Understanding in Autonomous Driving S. Chen Yuxiao Luo Yue Ma Yu Qiao Yali Wang Mamba 42 1 0 08 Jan 2025
START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation Jintao Guo Lei Qi Yinghuan Shi Yang Gao 31 1 0 08 Jan 2025
Retinex-RAWMamba: Bridging Demosaicing and Denoising for Low-Light RAW Image Enhancement Xianmin Chen Peiliang Huang Xiaoxu Feng Dingwen Zhang Longfei Han J. Han Mamba 73 1 0 03 Jan 2025
Real-time Speech Enhancement on Raw Signals with Deep State-space Modeling Yan Ru Pei Ritik Shrivastava Fnu Sidharth 43 1 0 31 Dec 2024
VMamba: Visual State Space Model Yue Liu Yunjie Tian Yuzhong Zhao Hongtian Yu Lingxi Xie Yaowei Wang Qixiang Ye Jianbin Jiao Yunfan Liu Mamba 152 612 0 31 Dec 2024
PTQ4VM: Post-Training Quantization for Visual Mamba Younghyun Cho Changhun Lee Seonggon Kim Eunhyeok Park MQ Mamba 43 2 0 29 Dec 2024
The Jungle of Generative Drug Discovery: Traps, Treasures, and Ways Out Rıza Özçelik F. Grisoni 46 0 0 24 Dec 2024
FlowMamba: Learning Point Cloud Scene Flow with Global Motion Propagation Min Lin Gangwei Xu Yun Wang Xianqi Wang Xin Yang 3DPC 38 2 0 23 Dec 2024
Modality-Aware Shot Relating and Comparing for Video Scene Detection Jiawei Tan Hongxing Wang Kang Dang Jiaxin Li Zhilong Ou 33 0 0 23 Dec 2024
V"Mean"ba: Visual State Space Models only need 1 hidden dimension Tien-Yu Chi Hung-Yueh Chiang Chi-Chih Chang N. Huang Kai-Chiang Wu 90 0 0 21 Dec 2024
Efficient Self-Supervised Video Hashing with Selective State Spaces Jinpeng Wang Niu Lian Jun Li Yuting Wang Yan Feng Bin Chen Yongbing Zhang Shu-Tao Xia 79 2 0 19 Dec 2024
Expansion Span: Combining Fading Memory and Retrieval in Hybrid State Space Models Elvis Nunez L. Zancato Benjamin Bowman Aditya Golatkar W. Xia Stefano Soatto 73 2 0 17 Dec 2024
GG-SSMs: Graph-Generating State Space Models Nikola Zubić Davide Scaramuzza Mamba 93 1 0 17 Dec 2024
Fast and Slow Gradient Approximation for Binary Neural Network Optimization Xinquan Chen Junqi Gao Biqing Qi Dong Li Yiang Luo Fangyuan Li Pengfei Li MQ 73 0 0 16 Dec 2024
BarcodeMamba: State Space Models for Biodiversity Analysis Tiancheng Gao Graham W. Taylor Mamba 82 2 0 15 Dec 2024
Exploring Enhanced Contextual Information for Video-Level Object Tracking Ben Kang Xin Chen Simiao Lai Yang Liu Y. Liu Dong Wang Mamba 71 3 0 15 Dec 2024
A Comparative Study on Dynamic Graph Embedding based on Mamba and Transformers Ashish Parmanand Pandey Alan John Varghese Sarang Patil Mengjia Xu Mamba 117 0 0 15 Dec 2024
MASV: Speaker Verification with Global and Local Context Mamba Yang Liu Li Wan Yiteng Huang Ming Sun Yangyang Shi Florian Metze Mamba 66 1 0 14 Dec 2024
MambaPro: Multi-Modal Object Re-Identification with Mamba Aggregation and Synergistic Prompt Yuhao Wang Xuehu Liu T. Yan Y. Liu Aihua Zheng Pingping Zhang Huchuan Lu 69 4 0 14 Dec 2024
NowYouSee Me: Context-Aware Automatic Audio Description Seon-Ho Lee Jue Wang D. Fan Zhikang Zhang Linda Liu Xiang Hao Vimal Bhat Xinyu Li 86 0 0 13 Dec 2024
LinGen: Towards High-Resolution Minute-Length Text-to-Video Generation with Linear Computational Complexity Hongjie Wang Chih-Yao Ma Yen-Cheng Liu Ji Hou Tao Xu ... Peizhao Zhang Tingbo Hou Peter Vajda N. Jha Xiaoliang Dai LMTD DiffM VGen VLM 81 5 0 13 Dec 2024
XYScanNet: A State Space Model for Single Image Deblurring Hanzhou Liu Chengkai Liu Jiacong Xu Peng Jiang Mi Lu Mamba 85 0 0 13 Dec 2024
Selective Visual Prompting in Vision Mamba Yifeng Yao Zichen Liu Zhenyu Cui Yuxin Peng Jiahuan Zhou VLM Mamba 93 1 0 12 Dec 2024
Context Clues: Evaluating Long Context Models for Clinical Prediction Tasks on EHRs Michael Wornow Suhana Bedi Miguel Angel Fuentes Hernandez E. Steinberg Jason Alan Fries Christopher Ré Sanmi Koyejo N. Shah 95 4 0 09 Dec 2024
MDiFF: Exploiting Multimodal Score-based Diffusion Models for New Fashion Product Performance Forecasting Andrea Avogaro Luigi Capogrosso Franco Fummi Marco Cristani DiffM 104 0 0 07 Dec 2024
emg2pose: A Large and Diverse Benchmark for Surface Electromyographic Hand Pose Estimation Sasha Salter Richard Warren Collin Schlager Adrian Spurr Shangchen Han ... Robert Y. Wang Nathan Danielson Josh Merel Eftychios Pnevmatikakis Jesse Marshall 63 1 0 02 Dec 2024
MamKPD: A Simple Mamba Baseline for Real-Time 2D Keypoint Detection Yonghao Dang Liyuan Liu Hui Kang Ping Ye Jianqin Yin Mamba 74 0 0 02 Dec 2024
Decision Transformer vs. Decision Mamba: Analysing the Complexity of Sequential Decision Making in Atari Games Ke Yan 70 0 0 01 Dec 2024
MambaNUT: Nighttime UAV Tracking via Mamba-based Adaptive Curriculum Learning You Wu Xiangyang Yang Xucheng Wang Hengzhou Ye Dan Zeng Shuiwang Li Mamba 98 0 0 01 Dec 2024
HSLiNets: Hyperspectral Image and LiDAR Data Fusion Using Efficient Dual Non-Linear Feature Learning Networks Judy X Yang Jing Wang Chen Hong Sui Zekun Long Jun Zhou 57 0 0 30 Nov 2024
SkelMamba: A State Space Model for Efficient Skeleton Action Recognition of Neurological Disorders N. Martinel Mariano Serrao C. Micheloni 71 1 0 29 Nov 2024
Puzzle: Distillation-Based NAS for Inference-Optimized LLMs Akhiad Bercovich Tomer Ronen Talor Abramovich Nir Ailon Nave Assaf ... Ido Shahaf Oren Tropp Omer Ullman Argov Ran Zilberstein Ran El-Yaniv 77 1 0 28 Nov 2024
RS-vHeat: Heat Conduction Guided Efficient Remote Sensing Foundation Model Huiyang Hu Peijin Wang Hanbo Bi Boyuan Tong Z. Wang ... Ziqi Zhang QiXiang Ye Kun Fu Xian Sun Xian Sun 100 0 0 27 Nov 2024
TinyViM: Frequency Decoupling for Tiny Hybrid Vision Mamba Xiaowen Ma Zhenliang Ni Xinghao Chen Mamba 85 2 0 26 Nov 2024
On the Efficiency of NLP-Inspired Methods for Tabular Deep Learning Anton Thielmann Soheila Samiee LMTD 70 1 0 26 Nov 2024