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
RefactorBench: Evaluating Stateful Reasoning in Language Agents Through Code Dhruv Gautam Spandan Garg Jinu Jang Neel Sundaresan Roshanak Zilouchian Moghaddam LLMAG LRM 78 2 0 10 Mar 2025
TVNet: A Novel Time Series Analysis Method Based on Dynamic Convolution and 3D-Variation Chenghan Li Mingchen Li Ruisheng Diao AI4TS 65 0 0 10 Mar 2025
From Image- to Pixel-level: Label-efficient Hyperspectral Image Reconstruction Yihong Leng Jiaojiao Li Haitao Xu Rui Song 66 0 0 10 Mar 2025
Global-Aware Monocular Semantic Scene Completion with State Space Models Shijie Li Zhongyao Cheng Rong Li Shuai Li Juergen Gall Xun Xu Xulei Yang 55 0 0 09 Mar 2025
Future-Aware Interaction Network For Motion Forecasting Shijie Li Xun Xu S. Yeo Xulei Yang Mamba 289 0 0 09 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 69 0 0 09 Mar 2025
Novel Object 6D Pose Estimation with a Single Reference View Jian Liu Wei Sun Kai Zeng Jin Zheng Hui Yang Lin Wang Hossein Rahmani Ajmal Mian 61 1 0 07 Mar 2025
MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification Yang Mu Muhammad Shahzad Xiao Xiang Zhu AI4TS 41 0 0 07 Mar 2025
Linear-MoE: Linear Sequence Modeling Meets Mixture-of-Experts Weigao Sun Disen Lan Tong Zhu Xiaoye Qu Yu Cheng MoE 111 2 0 07 Mar 2025
Spectral Informed Mamba for Robust Point Cloud Processing Ali Bahri Moslem Yazdanpanah Mehrdad Noori Sahar Dastani Milad Cheraghalikhani David Osowiechi G. A. V. Hakim Farzad Beizaee Ismail ben Ayed Christian Desrosiers Mamba 3DPC 79 0 0 06 Mar 2025
L $^2$ M: Mutual Information Scaling Law for Long-Context Language Modeling Zhuo Chen Oriol Mayné i Comas Zhuotao Jin Di Luo Marin Soljacic 69 1 0 06 Mar 2025
JamMa: Ultra-lightweight Local Feature Matching with Joint Mamba Xiaoyong Lu Songlin Du Mamba 78 1 0 05 Mar 2025
XFMamba: Cross-Fusion Mamba for Multi-View Medical Image Classification Xiaoyu Zheng Xu Chen Shaogang Gong Xavier Griffin Greg Slabaugh Mamba 67 0 0 04 Mar 2025
S4D-Bio Audio Monitoring of Bone Cement Disintegration in Pulsating Fluid Jet Surgery under Laboratory Conditions Melanie Schaller Sergej Hloch Akash Nag Dagmar Klichova Nick Janssen Frank Pude Michal Zelenak Bodo Rosenhahn 74 0 0 04 Mar 2025
Mamba base PKD for efficient knowledge compression José Medina Amnir Hadachi Paul Honeine Abdelaziz Bensrhair Mamba 64 0 0 03 Mar 2025
SCSegamba: Lightweight Structure-Aware Vision Mamba for Crack Segmentation in Structures Hui Liu Chen Jia Fan Shi Xu Cheng Shengyong Chen Mamba 49 0 0 03 Mar 2025
CAO-RONet: A Robust 4D Radar Odometry with Exploring More Information from Low-Quality Points Zhiheng Li Yubo Cui Ningyuan Huang Chenglin Pang Zheng Fang 69 0 0 03 Mar 2025
Dynamical Diffusion: Learning Temporal Dynamics with Diffusion Models Xingzhuo Guo Yu Zhang Baixu Chen Haoran Xu Jianmin Wang Mingsheng Long DiffM AI4TS 48 1 0 02 Mar 2025
S4M: S4 for multivariate time series forecasting with Missing values Jing Peng Meiqi Yang Qiong Zhang Xiaoxiao Li AI4TS 41 0 0 02 Mar 2025
2DMCG:2DMambawith Change Flow Guidance for Change Detection in Remote Sensing JunYao Kaung HongWei Ge Mamba 250 0 0 01 Mar 2025
Concealed Adversarial attacks on neural networks for sequential data P. Sokerin Dmitry Anikin Sofia Krehova Alexey Zaytsev AAML AI4TS 49 0 0 28 Feb 2025
Visual Attention Exploration in Vision-Based Mamba Models Junpeng Wang Chin-Chia Michael Yeh Uday Singh Saini Mahashweta Das Mamba 61 0 0 28 Feb 2025
S4ConvD: Adaptive Scaling and Frequency Adjustment for Energy-Efficient Sensor Networks in Smart Buildings Melanie Schaller Bodo Rosenhahn 38 0 0 28 Feb 2025
FlexPrefill: A Context-Aware Sparse Attention Mechanism for Efficient Long-Sequence Inference Xunhao Lai Jianqiao Lu Yao Luo Yiyuan Ma Xun Zhou 71 6 0 28 Feb 2025
Retrieval Backward Attention without Additional Training: Enhance Embeddings of Large Language Models via Repetition Yifei Duan Raphael Shang Deng Liang Yongqiang Cai 92 0 0 28 Feb 2025
ProDapt: Proprioceptive Adaptation using Long-term Memory Diffusion Federico Pizarro Bejarano Bryson Jones Daniel Pastor Moreno J. Bowkett Paul Backes Angela P. Schoellig 41 0 0 28 Feb 2025
TimesBERT: A BERT-Style Foundation Model for Time Series Understanding Haoran Zhang Yong Liu Yunzhong Qiu Haixuan Liu Zhongyi Pei Jianmin Wang Mingsheng Long AI4TS 50 0 0 28 Feb 2025
Accelerating Model-Based Reinforcement Learning with State-Space World Models Maria Krinner Elie Aljalbout Angel Romero Davide Scaramuzza OffRL 79 1 0 27 Feb 2025
Thinking Slow, Fast: Scaling Inference Compute with Distilled Reasoners Daniele Paliotta Junxiong Wang Matteo Pagliardini Kevin Y. Li Aviv Bick J. Zico Kolter Albert Gu François Fleuret Tri Dao ReLM LRM 53 7 0 27 Feb 2025
Generalizable deep learning for photoplethysmography-based blood pressure estimation -- A Benchmarking Study Mohammad Moulaeifard Peter H. Charlton Nils Strodthoff OOD 76 1 0 26 Feb 2025
Efficient Reinforcement Learning by Guiding Generalist World Models with Non-Curated Data Yi Zhao Aidan Scannell Wenshuai Zhao Yuxin Hou Tianyu Cui Le Chen Dieter Büchler Arno Solin Juho Kannala Joni Pajarinen OffRL OnRL 101 1 0 26 Feb 2025
EEGM2: An Efficient Mamba-2-Based Self-Supervised Framework for Long-Sequence EEG Modeling Jiazhen Hong G. Mackellar Soheila Ghane Mamba 82 0 0 25 Feb 2025
Vision-LSTM: xLSTM as Generic Vision Backbone Benedikt Alkin M. Beck Korbinian Poppel Sepp Hochreiter Johannes Brandstetter VLM 69 44 0 24 Feb 2025
TransMamba: Fast Universal Architecture Adaption from Transformers to Mamba Xiuwei Chen Sihao Lin Xiao Dong Zhenpeng Chen Meng Cao Jiawei Han Hang Xu Xiaodan Liang Mamba 68 0 0 24 Feb 2025
MambaFlow: A Novel and Flow-guided State Space Model for Scene Flow Estimation Jiehao Luo Jintao Cheng Xiaoyu Tang Qingwen Zhang Bohuan Xue Rui Fan Mamba 49 1 0 24 Feb 2025
Mitigating Data Scarcity in Time Series Analysis: A Foundation Model with Series-Symbol Data Generation Wenxuan Wang K. Wu Yujian Betterest Li Dan Wang Xinsong Zhang Jiaheng Liu AI4TS 75 0 0 24 Feb 2025
MambaPlace:Text-to-Point-Cloud Cross-Modal Place Recognition with Attention Mamba Mechanisms Tianyi Shang Zhenyu Li Wenhao Pei Pengjie Xu Mamba 83 2 0 24 Feb 2025
OptionZero: Planning with Learned Options Po-Wei Huang Pei-Chiun Peng Hung Guei Ti-Rong Wu 57 1 0 23 Feb 2025
MAPN: Enhancing Heterogeneous Sparse Graph Representation by Mamba-based Asynchronous Aggregation Xuqi Mao Zhenying He Xiaoyang Sean Wang 65 0 0 23 Feb 2025
A Reverse Mamba Attention Network for Pathological Liver Segmentation Jun Zeng Debesh Jha Ertugrul Aktas Elif Keles Alpay Medetalibeyoglu ... Robert Lewandowski Daniela Ladner Amir Borhani Gorkem Durak Ulas Bagci Mamba 62 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 Günter Klambauer Razvan Pascanu Sepp Hochreiter 82 5 0 21 Feb 2025
Surface Vision Mamba: Leveraging Bidirectional State Space Model for Efficient Spherical Manifold Representation Rongzhao He Weihao Zheng Leilei Zhao Ying Wang Dalin Zhu Dan Wu Bin Hu Mamba 97 0 0 21 Feb 2025
Uncertainty Representations in State-Space Layers for Deep Reinforcement Learning under Partial Observability Carlos E. Luis A. Bottero Julia Vinogradska Felix Berkenkamp Jan Peters 90 1 0 20 Feb 2025
BP-SGCN: Behavioral Pseudo-Label Informed Sparse Graph Convolution Network for Pedestrian and Heterogeneous Trajectory Prediction Ruochen Li Stamos Katsigiannis Tae-Kyun Kim Hubert P. H. Shum 97 1 0 20 Feb 2025
CardiacMamba: A Multimodal RGB-RF Fusion Framework with State Space Models for Remote Physiological Measurement Zheng Wu Yiping Xie Bo Zhao Jiguang He Fei Luo Ning Deng Zitong Yu Mamba 64 1 0 20 Feb 2025
Slamming: Training a Speech Language Model on One GPU in a Day Gallil Maimon Avishai Elmakies Yossi Adi 38 3 0 19 Feb 2025
Disentangling Long-Short Term State Under Unknown Interventions for Online Time Series Forecasting Ruichu Cai Haiqin Huang Zhifang Jiang Zijian Li Changze Zhou Yuequn Liu Yuming Liu Zhifeng Hao AI4TS CML 67 1 0 18 Feb 2025
Associative Recurrent Memory Transformer Ivan Rodkin Yuri Kuratov Aydar Bulatov Andrey Kravchenko 70 3 0 17 Feb 2025
Why does my medical AI look at pictures of birds? Exploring the efficacy of transfer learning across domain boundaries F. Jonske M. Kim Enrico Nasca J. Evers Johannes Haubold ... F. Nensa Michael Kamp C. Seibold Jan Egger Jens Kleesiek 89 1 0 17 Feb 2025
Image Forgery Localization with State Space Models Zijie Lou Gang Cao Kun Guo Shaowei Weng Lifang Yu Mamba 102 1 0 17 Feb 2025