Hungry Hungry Hippos: Towards Language Modeling with State Space Models

28 December 2022

Papers citing "Hungry Hungry Hippos: Towards Language Modeling with State Space Models"

50 / 284 papers shown

Title
Efficient Unstructured Pruning of Mamba State-Space Models for Resource-Constrained Environments Ibne Farabi Shihab Sanjeda Akter Anuj Sharma Mamba 34 0 0 13 May 2025
LMDepth: Lightweight Mamba-based Monocular Depth Estimation for Real-World Deployment Jiahuan Long Xin Zhou MDE 51 0 0 02 May 2025
Vision Mamba in Remote Sensing: A Comprehensive Survey of Techniques, Applications and Outlook Muyi Bao Shuchang Lyu Zhaoyang Xu Huiyu Zhou Jinchang Ren Shiming Xiang X. Li Guangliang Cheng Mamba 72 0 0 01 May 2025
Optimal Hyperspectral Undersampling Strategy for Satellite Imaging Vita V. Vlasova Vladimir G. Kuzmin Maria S. Varetsa Natalia A. Ibragimova Oleg Y. Rogov Elena V. Lyapuntsova 14 0 0 27 Apr 2025
MVQA: Mamba with Unified Sampling for Efficient Video Quality Assessment Yachun Mi Yu Li Weicheng Meng C. L. P. Chen Chen Hui Shaohui Liu 24 0 0 22 Apr 2025
Efficient Spiking Point Mamba for Point Cloud Analysis Peixi Wu Bosong Chai Menghua Zheng Wei Li Zhangchi Hu Jie Chen Zheyu Zhang H. Li Xiaoyan Sun Mamba 40 0 0 19 Apr 2025
ms-Mamba: Multi-scale Mamba for Time-Series Forecasting Yusuf Meric Karadag Sinan Kalkan Ipek Gursel Dino Mamba AI4TS AI4CE 47 0 0 10 Apr 2025
Learnable Multi-Scale Wavelet Transformer: A Novel Alternative to Self-Attention Andrew Kiruluta Priscilla Burity Samantha Williams 17 2 0 08 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 51 2 0 03 Apr 2025
COSMO: Combination of Selective Memorization for Low-cost Vision-and-Language Navigation Siqi Zhang Yanyuan Qiao Qunbo Wang Zike Yan Qi Wu Zhihua Wei J. Liu 48 0 0 31 Mar 2025
Efficient Explicit Joint-level Interaction Modeling with Mamba for Text-guided HOI Generation Guohong Huang Ling-an Zeng Zexin Zheng Shengbo Gu Wei-Shi Zheng 34 0 0 29 Mar 2025
Resona: Improving Context Copying in Linear Recurrence Models with Retrieval X. Wang Linrui Ma Jerry Huang Peng Lu Prasanna Parthasarathi Xiao-Wen Chang Boxing Chen Yufei Cui KELM 39 1 0 28 Mar 2025
M-DocSum: Do LVLMs Genuinely Comprehend Interleaved Image-Text in Document Summarization? Haolong Yan Kaijun Tan Yeqing Shen Xin Huang Zheng Ge Xiangyu Zhang Si Li Daxin Jiang VLM 35 0 0 27 Mar 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 40 0 0 22 Mar 2025
SaMam: Style-aware State Space Model for Arbitrary Image Style Transfer Hongda Liu Longguang Wang Ye Zhang Ziru Yu Yulan Guo Mamba 70 0 0 20 Mar 2025
xLSTM 7B: A Recurrent LLM for Fast and Efficient Inference M. Beck Korbinian Poppel Phillip Lippe Richard Kurle P. Blies G. Klambauer Sebastian Böck Sepp Hochreiter LRM 40 0 0 17 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 59 0 0 16 Mar 2025
BioMamba: Leveraging Spectro-Temporal Embedding in Bidirectional Mamba for Enhanced Biosignal Classification Jian Qian Teck Lun Goh Bingyu Xie Chengyao Zhu Biao Wan Yawen Guan Rachel Ding Chen Patrick Chiang Mamba 42 0 0 14 Mar 2025
Future-Aware Interaction Network For Motion Forecasting Shijie Li Xun Xu S. Yeo Xulei Yang Mamba 94 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 50 0 0 09 Mar 2025
TransMamba: Fast Universal Architecture Adaption from Transformers to Mamba Xiuwei Chen Sihao Lin Xiao Dong Z. Chen Meng Cao J. Han Hang Xu Xiaodan Liang Mamba 59 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 44 0 0 24 Feb 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 44 1 0 23 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 42 1 0 20 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 76 1 0 20 Feb 2025
Baichuan-M1: Pushing the Medical Capability of Large Language Models B. Wang Haizhou Zhao Huozhi Zhou Liang Song Mingyu Xu ... Yan Zhang Yifei Duan Yuyan Zhou Zhi-Ming Ma Z. Wu LM&MA ELM AI4MH 37 3 0 18 Feb 2025
Associative Recurrent Memory Transformer Ivan Rodkin Yuri Kuratov Aydar Bulatov Mikhail Burtsev 65 2 0 17 Feb 2025
Sub-Sequential Physics-Informed Learning with State Space Model Chenhui Xu Dancheng Liu Yuting Hu Jiajie Li Ruiyang Qin Qingxiao Zheng Jinjun Xiong AI4CE PINN 68 0 0 01 Feb 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 58 10 0 28 Jan 2025
MambaTron: Efficient Cross-Modal Point Cloud Enhancement using Aggregate Selective State Space Modeling Sai Tarun Inaganti Gennady Petrenko Mamba 72 1 0 25 Jan 2025
Parallel Sequence Modeling via Generalized Spatial Propagation Network Hongjun Wang Wonmin Byeon Jiarui Xu Jinwei Gu Ka Chun Cheung Xiaolong Wang Kai Han Jan Kautz Sifei Liu 51 0 0 21 Jan 2025
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification Yapeng Li Yong Luo L. Zhang Zengmao Wang Bo Du Mamba 56 57 0 10 Jan 2025
KM-UNet KAN Mamba UNet for medical image segmentation Yibo Zhang Mamba 32 0 0 05 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 106 592 0 31 Dec 2024
PTQ4VM: Post-Training Quantization for Visual Mamba Younghyun Cho Changhun Lee Seonggon Kim Eunhyeok Park MQ Mamba 34 2 0 29 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 83 0 0 21 Dec 2024
GG-SSMs: Graph-Generating State Space Models Nikola Zubić Davide Scaramuzza Mamba 86 1 0 17 Dec 2024
XYScanNet: A State Space Model for Single Image Deblurring Hanzhou Liu Chengkai Liu Jiacong Xu Peng Jiang Mi Lu Mamba 78 0 0 13 Dec 2024
MamKPD: A Simple Mamba Baseline for Real-Time 2D Keypoint Detection Yonghao Dang Liyuan Liu Hui Kang Ping Ye Jianqin Yin Mamba 69 0 0 02 Dec 2024
DSSRNN: Decomposition-Enhanced State-Space Recurrent Neural Network for Time-Series Analysis Ahmad Mohammadshirazi Ali Nosratifiroozsalari R. Ramnath AI4TS 57 0 0 01 Dec 2024
SkelMamba: A State Space Model for Efficient Skeleton Action Recognition of Neurological Disorders N. Martinel Mariano Serrao C. Micheloni 64 1 0 29 Nov 2024
TinyViM: Frequency Decoupling for Tiny Hybrid Vision Mamba Xiaowen Ma Zhenliang Ni Xinghao Chen Mamba 73 2 0 26 Nov 2024
EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality Sanghyeok Lee Joonmyung Choi Hyunwoo J. Kim 103 3 0 22 Nov 2024
Parameter Efficient Mamba Tuning via Projector-targeted Diagonal-centric Linear Transformation Seokil Ham H. Kim Sangmin Woo Changick Kim Mamba 95 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 84 10 0 19 Nov 2024
MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map Yuhong Chou Man Yao Kexin Wang Yuqi Pan Ruijie Zhu Yiran Zhong Yu Qiao J. Wu Bo Xu Guoqi Li 38 4 0 16 Nov 2024
Mamba-based Decoder-Only Approach with Bidirectional Speech Modeling for Speech Recognition Yoshiki Masuyama Koichi Miyazaki Masato Murata Mamba 30 0 0 11 Nov 2024
TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters Haiyang Wang Yue Fan Muhammad Ferjad Naeem Yongqin Xian J. E. Lenssen Liwei Wang F. Tombari Bernt Schiele 39 2 0 30 Oct 2024
Multi-Agent Reinforcement Learning with Selective State-Space Models Jemma Daniel Ruan de Kock Louay Ben Nessir Sasha Abramowitz Omayma Mahjoub Wiem Khlifi Claude Formanek Arnu Pretorius Mamba 21 0 0 25 Oct 2024
Taipan: Efficient and Expressive State Space Language Models with Selective Attention Chien Van Nguyen Huy Huu Nguyen Thang M. Pham Ruiyi Zhang Hanieh Deilamsalehy ... Ryan A. Rossi Trung Bui Viet Dac Lai Franck Dernoncourt Thien Huu Nguyen Mamba RALM 29 1 0 24 Oct 2024