Mamba: Linear-Time Sequence Modeling with Selective State Spaces

1 December 2023

Papers citing "Mamba: Linear-Time Sequence Modeling with Selective State Spaces"

29 / 279 papers shown

Title
Decision Mamba: A Multi-Grained State Space Model with Self-Evolution Regularization for Offline RL Qi Lv Xiang Deng Gongwei Chen Michael Yu Wang Liqiang Nie 104 7 0 08 Jun 2024
Neural Combinatorial Optimization Algorithms for Solving Vehicle Routing Problems: A Comprehensive Survey with Perspectives Xuan Wu Di Wang Lijie Wen Yubin Xiao Chunguo Wu Yuesong Wu Chaoyu Yu D. Maskell You Zhou 144 6 0 01 Jun 2024
Length independent generalization bounds for deep SSM architectures via Rademacher contraction and stability constraints Dániel Rácz Mihaly Petreczky Bálint Daróczy 71 1 0 30 May 2024
Efficient Time Series Processing for Transformers and State-Space Models through Token Merging Leon Götz Marcel Kollovieh Stephan Günnemann Leo Schwinn 58 2 0 28 May 2024
CHAMP: Conformalized 3D Human Multi-Hypothesis Pose Estimators Harry Zhang Luca Carlone 3DH 149 1 0 27 May 2024
(Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts Minghao Wu Jiahao Xu Yulin Yuan Gholamreza Haffari Longyue Wang Weihua Luo Kaifu Zhang LLMAG 128 24 0 20 May 2024
SSAMBA: Self-Supervised Audio Representation Learning with Mamba State Space Model Siavash Shams Sukru Samet Dindar Xilin Jiang N. Mesgarani Mamba 77 21 0 20 May 2024
IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulation Model Y. Huang Tomo Miyazaki Xiaofeng Liu S. Omachi Mamba 71 4 0 16 May 2024
Memory Mosaics Jianyu Zhang Niklas Nolte Ranajoy Sadhukhan Beidi Chen Léon Bottou VLM 80 3 0 10 May 2024
Rethinking Efficient and Effective Point-based Networks for Event Camera Classification and Regression: EventMamba Hongwei Ren Yue Zhou Jiadong Zhu Haotian Fu Yulong Huang Xiaopeng Lin Yuetong Fang Fei Ma Hao Yu Bo-Xun Cheng Mamba 57 9 0 09 May 2024
Efficient Deep Learning with Decorrelated Backpropagation Sander Dalm Joshua Offergeld Nasir Ahmad Marcel van Gerven 139 4 0 03 May 2024
Diffusion-Aided Joint Source Channel Coding For High Realism Wireless Image Transmission Mingyu Yang Bowen Liu Boyang Wang Hun-Seok Kim DiffM 73 6 0 27 Apr 2024
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 123 50 0 23 Apr 2024
FusionMamba: Dynamic Feature Enhancement for Multimodal Image Fusion with Mamba Xinyu Xie Yawen Cui Chio-in Ieong Tao Tan Xiaozhi Zhang Mamba 88 42 0 15 Apr 2024
MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection Haoyang He Yuhu Bai Jiangning Zhang Qingdong He Hongxu Chen Zhenye Gan Chengjie Wang Xiangtai Li Guanzhong Tian Lei Xie Mamba 105 40 0 09 Apr 2024
Linear Attention Sequence Parallelism Weigao Sun Zhen Qin Dong Li Xuyang Shen Yu Qiao Yiran Zhong 103 2 0 03 Apr 2024
Min-K%++: Improved Baseline for Detecting Pre-Training Data from Large Language Models Jingyang Zhang Jingwei Sun Eric C. Yeats Ouyang Yang Martin Kuo Jianyi Zhang Hao Frank Yang Hai "Helen" Li 75 46 0 03 Apr 2024
Serpent: Scalable and Efficient Image Restoration via Multi-scale Structured State Space Models Mohammad Shahab Sepehri Zalan Fabian Mahdi Soltanolkotabi 68 5 0 26 Mar 2024
MambaTalk: Efficient Holistic Gesture Synthesis with Selective State Space Models Zunnan Xu Yukang Lin Haonan Han Sicheng Yang Ronghui Li Yachao Zhang Xiu Li Mamba 67 25 0 14 Mar 2024
MD-Dose: A diffusion model based on the Mamba for radiation dose prediction Linjie Fu Xia Li Xiuding Cai Yingkai Wang Xueyao Wang Y. Shen Yu Yao Mamba 70 7 0 13 Mar 2024
Vision-RWKV: Efficient and Scalable Visual Perception with RWKV-Like Architectures Yuchen Duan Weiyun Wang Zhe Chen Xizhou Zhu Lewei Lu Tong Lu Yu Qiao Hongsheng Li Jifeng Dai Wenhai Wang ViT 56 44 0 04 Mar 2024
On the Challenges and Opportunities in Generative AI Laura Manduchi Kushagra Pandey Robert Bamler Ryan Cotterell Sina Daubener ... F. Wenzel Frank Wood Stephan Mandt Vincent Fortuin Vincent Fortuin 141 18 0 28 Feb 2024
Large Language Models: A Survey Shervin Minaee Tomas Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 166 389 0 09 Feb 2024
Streaming Sequence Transduction through Dynamic Compression Weiting Tan Yunmo Chen Tongfei Chen Guanghui Qin Haoran Xu Heidi C. Zhang Benjamin Van Durme Philipp Koehn 88 2 0 02 Feb 2024
Investigating Recurrent Transformers with Dynamic Halt Jishnu Ray Chowdhury Cornelia Caragea 67 1 0 01 Feb 2024
EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty Yuhui Li Fangyun Wei Chao Zhang Hongyang R. Zhang 75 144 0 26 Jan 2024
A Survey on 3D Gaussian Splatting Guikun Chen Wenguan Wang 3DGS 108 184 0 08 Jan 2024
Human Choice Prediction in Language-based Persuasion Games: Simulation-based Off-Policy Evaluation Eilam Shapira Reut Apel Moshe Tennenholtz Roi Reichart Roi Reichart 71 1 0 17 May 2023
Gated Recurrent Neural Networks with Weighted Time-Delay Feedback N. Benjamin Erichson Soon Hoe Lim Michael W. Mahoney 51 6 0 01 Dec 2022