HiPPO: Recurrent Memory with Optimal Polynomial Projections

17 August 2020

Papers citing "HiPPO: Recurrent Memory with Optimal Polynomial Projections"

50 / 326 papers shown

Title
NowYouSee Me: Context-Aware Automatic Audio Description Seon-Ho Lee Jue Wang D. Fan Zhikang Zhang Linda Liu Xiang Hao Vimal Bhat Xinyu Li 93 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 86 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 90 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 81 0 0 02 Dec 2024
Decision Transformer vs. Decision Mamba: Analysing the Complexity of Sequential Decision Making in Atari Games Ke Yan 75 0 0 01 Dec 2024
TinyViM: Frequency Decoupling for Tiny Hybrid Vision Mamba Xiaowen Ma Zhenliang Ni Xinghao Chen Mamba 88 2 0 26 Nov 2024
Best of Both Worlds: Advantages of Hybrid Graph Sequence Models Ali Behrouz Ali Parviz Mahdi Karami Clayton Sanford Bryan Perozzi Vahab Mirrokni 84 2 0 23 Nov 2024
Fast convolution algorithm for state space models Gregory Beylkin 80 1 0 22 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 Junfei Wu Bo Xu Guoqi Li 54 4 0 16 Nov 2024
SEM-Net: Efficient Pixel Modelling for image inpainting with Spatially Enhanced SSM Shuang Chen Haozheng Zhang Amir Atapour-Abarghouei Hubert P. H. Shum 36 0 0 10 Nov 2024
DiMSUM: Diffusion Mamba -- A Scalable and Unified Spatial-Frequency Method for Image Generation Hao Phung Quan Dao T. Dao Hoang Phan Dimitris Metaxas Anh Tran Mamba 67 4 0 06 Nov 2024
MambaPEFT: Exploring Parameter-Efficient Fine-Tuning for Mamba Masakazu Yoshimura Teruaki Hayashi Yota Maeda Mamba 100 2 0 06 Nov 2024
Layer-Adaptive State Pruning for Deep State Space Models Minseon Gwak Seongrok Moon Joohwan Ko PooGyeon Park 30 0 0 05 Nov 2024
ShadowMamba: State-Space Model with Boundary-Region Selective Scan for Shadow Removal Xiujin Zhu Chee-Onn Chow Joon Huang Chuah Mamba 45 0 0 05 Nov 2024
MambaReg: Mamba-Based Disentangled Convolutional Sparse Coding for Unsupervised Deformable Multi-Modal Image Registration Kaiang Wen Bin Xie Bin Duan Yan Yan Mamba 26 0 0 03 Nov 2024
Provable Length Generalization in Sequence Prediction via Spectral Filtering Annie Marsden Evan Dogariu Naman Agarwal Xinyi Chen Daniel Suo Elad Hazan 44 1 0 01 Nov 2024
SambaMixer: State of Health Prediction of Li-ion Batteries using Mamba State Space Models José Ignacio Olalde-Verano Sascha Kirch Clara Pérez-Molina Sergio Martin Mamba 35 0 0 31 Oct 2024
NIMBA: Towards Robust and Principled Processing of Point Clouds With SSMs Nursena Köprücü Destiny Okpekpe Antonio Orvieto Mamba 44 1 0 31 Oct 2024
Unfolding Target Detection with State Space Model Luca Jiang-Tao Yu Chenshu Wu 16 0 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 39 0 0 25 Oct 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 53 0 0 22 Oct 2024
Revealing and Mitigating the Local Pattern Shortcuts of Mamba Wangjie You Zecheng Tang Juntao Li Lili Yao Min Zhang Mamba 29 0 0 21 Oct 2024
Taming Mambas for Voxel Level 3D Medical Image Segmentation Luca Lumetti Vittorio Pipoli Kevin Marchesini Elisa Ficarra C. Grana Federico Bolelli MedIm Mamba 29 0 0 20 Oct 2024
HiPPO-KAN: Efficient KAN Model for Time Series Analysis SangJong Lee Jin-Kwang Kim JunHo Kim TaeHan Kim James Lee AI4TS 28 2 0 19 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 63 5 0 19 Oct 2024
DiffImp: Efficient Diffusion Model for Probabilistic Time Series Imputation with Bidirectional Mamba Backbone Hongfan Gao Wangmeng Shen Xiangfei Qiu Ronghui Xu Jilin Hu Bin Yang 30 5 0 17 Oct 2024
Mimetic Initialization Helps State Space Models Learn to Recall Asher Trockman Hrayr Harutyunyan J. Zico Kolter Sanjiv Kumar Srinadh Bhojanapalli Mamba 26 3 0 14 Oct 2024
Stable Hadamard Memory: Revitalizing Memory-Augmented Agents for Reinforcement Learning Hung Le Kien Do D. Nguyen Sunil Gupta Svetha Venkatesh 40 0 0 14 Oct 2024
Lambda-Skip Connections: the architectural component that prevents Rank Collapse Federico Arangath Joseph Jerome Sieber Melanie Zeilinger Carmen Amo Alonso 33 0 0 14 Oct 2024
Efficiently Scanning and Resampling Spatio-Temporal Tasks with Irregular Observations Bryce Ferenczi Michael G. Burke Tom Drummond 33 0 0 11 Oct 2024
Parameter-Efficient Fine-Tuning of State Space Models Kevin Galim Wonjun Kang Yuchen Zeng H. Koo Kangwook Lee 31 4 0 11 Oct 2024
Toward Physics-guided Time Series Embedding Jiaxi Hu Bowen Zhang Qingsong Wen Fugee Tsung Yuxuan Liang AI4TS AI4CE 34 3 0 09 Oct 2024
Rodimus*: Breaking the Accuracy-Efficiency Trade-Off with Efficient Attentions Zhihao He Hang Yu Zi Gong Shizhan Liu J. Li Weiyao Lin VLM 38 1 0 09 Oct 2024
A Survey: Collaborative Hardware and Software Design in the Era of Large Language Models Cong Guo Feng Cheng Zhixu Du James Kiessling Jonathan Ku ... Qilin Zheng Guanglei Zhou Hai Li-Wei Li Yiran Chen 31 7 0 08 Oct 2024
Monocular Visual Place Recognition in LiDAR Maps via Cross-Modal State Space Model and Multi-View Matching Gongxin Yao Xinyang Li Luowei Fu Yu Pan 30 1 0 08 Oct 2024
EMMA: Empowering Multi-modal Mamba with Structural and Hierarchical Alignment Yifei Xing Xiangyuan Lan Ruiping Wang D. Jiang Wenjun Huang Qingfang Zheng Yaowei Wang Mamba 38 0 0 08 Oct 2024
SPikE-SSM: A Sparse, Precise, and Efficient Spiking State Space Model for Long Sequences Learning Yan Zhong Ruoyu Zhao Chao Wang Qinghai Guo Jianguo Zhang Zhichao Lu Luziwei Leng 52 2 0 07 Oct 2024
Efficient and Robust Long-Form Speech Recognition with Hybrid H3-Conformer Tomoki Honda S. Sakai Tatsuya Kawahara 28 0 0 05 Oct 2024
Learning Truncated Causal History Model for Video Restoration Amirhosein Ghasemabadi Muhammad Kamran Janjua Mohammad Salameh Di Niu VGen CML 26 2 0 04 Oct 2024
PRF: Parallel Resonate and Fire Neuron for Long Sequence Learning in Spiking Neural Networks Yulong Huang Zunchang Liu Changchun Feng Xiaopeng Lin Hongwei Ren Haotian Fu Yue Zhou Hong Xing Bojun Cheng 44 1 0 04 Oct 2024
S7: Selective and Simplified State Space Layers for Sequence Modeling Taylan Soydan Nikola Zubić Nico Messikommer Siddhartha Mishra Davide Scaramuzza 47 4 0 04 Oct 2024
Demystifying the Token Dynamics of Deep Selective State Space Models Thieu N. Vo Tung D. Pham Xin T. Tong Tan Minh Nguyen Mamba 49 0 0 04 Oct 2024
Oscillatory State-Space Models T. Konstantin Rusch Daniela Rus AI4TS 162 6 0 04 Oct 2024
Tuning Frequency Bias of State Space Models Annan Yu Dongwei Lyu S. H. Lim Michael W. Mahoney N. Benjamin Erichson 47 3 0 02 Oct 2024
FutureFill: Fast Generation from Convolutional Sequence Models Naman Agarwal Xinyi Chen Evan Dogariu Vlad Feinberg Daniel Suo Peter L. Bartlett Elad Hazan AI4TS MQ 43 2 0 02 Oct 2024
A Little Goes a Long Way: Efficient Long Context Training and Inference with Partial Contexts Suyu Ge Xihui Lin Yunan Zhang Jiawei Han Hao Peng 39 4 0 02 Oct 2024
Were RNNs All We Needed? Leo Feng Frederick Tung Mohamed Osama Ahmed Yoshua Bengio Hossein Hajimirsadegh AI4TS 29 14 1 02 Oct 2024
A SSM is Polymerized from Multivariate Time Series Haixiang Wu AI4TS 23 0 0 30 Sep 2024
DiSPo: Diffusion-SSM based Policy Learning for Coarse-to-Fine Action Discretization Nayoung Oh Jaehyeong Jang Moonkyeong Jung Daehyung Park 205 0 0 23 Sep 2024
Vision-Language Models Assisted Unsupervised Video Anomaly Detection Yalong Jiang Liquan Mao 28 0 0 21 Sep 2024