Efficiently Modeling Long Sequences with Structured State Spaces

31 October 2021

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

50 / 1,145 papers shown

Title
HS-Mamba: Full-Field Interaction Multi-Groups Mamba for Hyperspectral Image Classification Hongxing Peng Kang Lin Huanai Liu Mamba 36 0 0 22 Apr 2025
LongMamba: Enhancing Mamba's Long Context Capabilities via Training-Free Receptive Field Enlargement Zhifan Ye Kejing Xia Yonggan Fu Xin Dong Jihoon Hong Xiangchi Yuan Shizhe Diao Jan Kautz Pavlo Molchanov Yingyan Lin Mamba 51 4 0 22 Apr 2025
Observability conditions for neural state-space models with eigenvalues and their roots of unity Andrew Gracyk 233 0 0 22 Apr 2025
Instance-Adaptive Keypoint Learning with Local-to-Global Geometric Aggregation for Category-Level Object Pose Estimation Xuzhi Zhang Lu Zou Tao Lu Yuan Yao Zhangjin Huang Guoping Wang 3DPC 40 0 0 21 Apr 2025
VM-BHINet:Vision Mamba Bimanual Hand Interaction Network for 3D Interacting Hand Mesh Recovery From a Single RGB Image Han Bi Ge Yu Yu He Wenzhuo Liu Zijie Zheng 3DH 35 0 0 20 Apr 2025
Pets: General Pattern Assisted Architecture For Time Series Analysis Xiangkai Ma Xiaobin Hong Wenzhong Li Sanglu Lu AI4TS 39 0 0 19 Apr 2025
Efficient Spiking Point Mamba for Point Cloud Analysis Peixi Wu Bosong Chai Menghua Zheng Wei Li Zhangchi Hu Jie Chen Zheyu Zhang Hong Li Xiaoyan Sun Mamba 47 0 0 19 Apr 2025
CacheFormer: High Attention-Based Segment Caching Sushant Singh A. Mahmood 41 0 0 18 Apr 2025
U-Shape Mamba: State Space Model for faster diffusion Alex Ergasti Filippo Botti Tomaso Fontanini Claudio Ferrari Massimo Bertozzi Andrea Prati Mamba 92 0 0 18 Apr 2025
WeatherGen: A Unified Diverse Weather Generator for LiDAR Point Clouds via Spider Mamba Diffusion Yang Wu Yun Zhu Kaihua Zhang J. Qian J. Xie Jian Yang DiffM AI4CE 57 0 0 18 Apr 2025
It's All Connected: A Journey Through Test-Time Memorization, Attentional Bias, Retention, and Online Optimization Ali Behrouz Meisam Razaviyayn Peilin Zhong Vahab Mirrokni 50 0 0 17 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 53 0 0 16 Apr 2025
Global and Local Mamba Network for Multi-Modality Medical Image Super-Resolution Zexin Ji Beiji Zou Xiaoyan Kui S. Thureau S. Ruan Mamba MedIm 58 0 0 14 Apr 2025
M1: Towards Scalable Test-Time Compute with Mamba Reasoning Models Junxiong Wang Wen-Ding Li Daniele Paliotta Daniel Ritter Alexander M. Rush Tri Dao LRM 38 0 0 14 Apr 2025
Perturbed State Space Feature Encoders for Optical Flow with Event Cameras Gokul Raju Govinda Raju Nikola Zubić Marco Cannici Davide Scaramuzza 49 1 0 14 Apr 2025
Dual-Path Enhancements in Event-Based Eye Tracking: Augmented Robustness and Adaptive Temporal Modeling Hoang M. Truong Vinh-Thuan Ly Huy G. Tran Thuan-Phat Nguyen Tram T. Doan 38 0 0 14 Apr 2025
OmniMamba4D: Spatio-temporal Mamba for longitudinal CT lesion segmentation Justin Namuk Kim Yiqiao Liu R. Soans Keith Persson Sarah Halek M. Tomaszewski Jianda Yuan G. Goldmacher Antong Chen Mamba 239 0 0 13 Apr 2025
Millions of States: Designing a Scalable MoE Architecture with RWKV-7 Meta-learner Liu Xiao Li Zhiyuan Lin Yueyu 38 0 0 11 Apr 2025
Bidirectional Linear Recurrent Models for Sequence-Level Multisource Fusion Qisai Liu Zhanhong Jiang Joshua R. Waite Chao Liu Aditya Balu Soumik Sarkar AI4TS 31 0 0 11 Apr 2025
On The Landscape of Spoken Language Models: A Comprehensive Survey Siddhant Arora Kai-Wei Chang Chung-Ming Chien Yifan Peng Haibin Wu Yossi Adi Emmanuel Dupoux Hung-yi Lee Karen Livescu Shinji Watanabe 54 4 0 11 Apr 2025
Learning Fine-grained Domain Generalization via Hyperbolic State Space Hallucination Qi Bi Jingjun Yi Haolan Zhan Wei Ji Gui-Song Xia 66 1 0 10 Apr 2025
ms-Mamba: Multi-scale Mamba for Time-Series Forecasting Yusuf Meric Karadag Sinan Kalkan Ipek Gursel Dino Mamba AI4TS AI4CE 57 0 0 10 Apr 2025
TSP-OCS: A Time-Series Prediction for Optimal Camera Selection in Multi-Viewpoint Surgical Video Analysis Xinyu Liu Xiaoguang Lin Xiang Liu Yong Yang Haozhao Wang Qilong Sun 37 0 0 09 Apr 2025
CAT: Circular-Convolutional Attention for Sub-Quadratic Transformers Yoshihiro Yamada ViT 35 0 0 09 Apr 2025
HGMamba: Enhancing 3D Human Pose Estimation with a HyperGCN-Mamba Network Hu Cui Tessai Hayama 3DH 58 0 0 09 Apr 2025
TAPNext: Tracking Any Point (TAP) as Next Token Prediction Artem Zholus Carl Doersch Yi Yang Skanda Koppula Viorica Patraucean Xu He Ignacio Rocco Mehdi S. M. Sajjadi Sarath Chandar Ross Goroshin 40 0 0 08 Apr 2025
DefMamba: Deformable Visual State Space Model Leiye Liu Miao Zhang Jihao Yin Tingwei Liu Wei Ji Yongri Piao Huchuan Lu Mamba 71 1 0 08 Apr 2025
Learnable Multi-Scale Wavelet Transformer: A Novel Alternative to Self-Attention Andrew Kiruluta Priscilla Burity Samantha Williams 33 3 0 08 Apr 2025
Leveraging State Space Models in Long Range Genomics Matvei Popov Aymen Kallala Anirudha Ramesh Narimane Hennouni Shivesh Khaitan Rick Gentry Alain-Sam Cohen Mamba 67 0 0 07 Apr 2025
LDGNet: A Lightweight Difference Guiding Network for Remote Sensing Change Detection Chenfeng Xu 39 0 0 07 Apr 2025
Dynamic Vision Mamba Mengxuan Wu Zekai Li Zhiyuan Liang Moyang Li Xuanlei Zhao ... Xiaojiang Peng Konstantinos N. Plataniotis Kai Wang Wangbo Zhao Yang You Mamba 49 0 0 07 Apr 2025
REEF: Relevance-Aware and Efficient LLM Adapter for Video Understanding Sakib Reza Xiyun Song Heather Yu Zongfang Lin Mohsen Moghaddam Mario Sznaier 39 0 0 07 Apr 2025
GAMDTP: Dynamic Trajectory Prediction with Graph Attention Mamba Network Yunxiang Liu Hongkuo Niu Jianlin Zhu 32 0 0 07 Apr 2025
Unsupervised Estimation of Nonlinear Audio Effects: Comparing Diffusion-Based and Adversarial approaches Eloi Moliner Michal Švento Alec Wright Lauri Juvela Pavel Rajmic Vesa Valimaki DiffM 51 1 0 07 Apr 2025
Solid State Bus-Comp: A Large-Scale and Diverse Dataset for Dynamic Range Compressor Virtual Analog Modeling Yicheng Gu Runsong Zhang Lauri Juvela Zhikai Wu DiffM 237 0 0 06 Apr 2025
Gating is Weighting: Understanding Gated Linear Attention through In-context Learning Yingcong Li Davoud Ataee Tarzanagh A. S. Rawat Maryam Fazel Samet Oymak 30 0 0 06 Apr 2025
Foundation Models for Time Series: A Survey Siva Rama Krishna Kottapalli Karthik Hubli Sandeep Chandrashekhara Garima Jain Sunayana Hubli Gayathri Botla Ramesh Doddaiah AI4TS AI4CE 48 0 0 05 Apr 2025
Simultaneous Learning of Optimal Transports for Training All-to-All Flow-Based Condition Transfer Model Kotaro Ikeda Masanori Koyama Jinzhe Zhang Kohei Hayashi Kenji Fukumizu OT 238 0 0 04 Apr 2025
The Use of Gaze-Derived Confidence of Inferred Operator Intent in Adjusting Safety-Conscious Haptic Assistance Jeremy D. Webb Michael Bowman Songpo Li Xiaoli Zhang 41 0 0 04 Apr 2025
Know What You do Not Know: Verbalized Uncertainty Estimation Robustness on Corrupted Images in Vision-Language Models Mirko Borszukovszki Ivo Pascal de Jong Matias Valdenegro-Toro 50 0 0 04 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 Zhiqiang Zhang Xiu Li Qin Lin Qinglin Lu D. Xu DiffM VGen 74 2 0 03 Apr 2025
Safety Modulation: Enhancing Safety in Reinforcement Learning through Cost-Modulated Rewards Hanping Zhang Yuhong Guo OffRL 43 0 0 03 Apr 2025
EvMic: Event-based Non-contact sound recovery from effective spatial-temporal modeling Hao Yin Shi Guo Xu Jia Xudong XU Lu Zhang Si Liu Dong Wang Huchuan Lu Tianfan Xue 47 0 0 03 Apr 2025
Learning Phase Distortion with Selective State Space Models for Video Turbulence Mitigation Xingguang Zhang Nicholas Chimitt Xijun Wang Yu Yuan Stanley H. Chan 41 0 0 03 Apr 2025
State-Space Model Inspired Multiple-Input Multiple-Output Spiking Neurons Sanja Karilanova Subhrakanti Dey Ayca Ozcelikkale 56 0 0 03 Apr 2025
Test-Time Alignment for Tracking User Interest Shifts in Sequential Recommendation Changshuo Zhang Xiao Zhang Teng Shi Jun Xu Zhicheng Dou 52 3 0 02 Apr 2025
FLAMES: A Hybrid Spiking-State Space Model for Adaptive Memory Retention in Event-Based Learning Biswadeep Chakraborty Saibal Mukhopadhyay 56 0 0 02 Apr 2025
FDDet: Frequency-Decoupling for Boundary Refinement in Temporal Action Detection Xinnan Zhu Yicheng Zhu Tixin Chen Wentao Wu Yuanjie Dang 54 0 0 01 Apr 2025
ParallelFlow: Parallelizing Linear Transformers via Flow Discretization Nicola Muca Cirone C. Salvi 57 1 0 01 Apr 2025
Scaling Up Resonate-and-Fire Networks for Fast Deep Learning Thomas E. Huber J. Lecomte Borislav Polovnikov Axel von Arnim 46 0 0 01 Apr 2025