MambaOut: Do We Really Need Mamba for Vision?

MambaOut: Do We Really Need Mamba for Vision?

13 May 2024

Weihao Yu

Papers citing "MambaOut: Do We Really Need Mamba for Vision?"

18 / 18 papers shown

Title
Revisiting Convolution Architecture in the Realm of DNA Foundation Models Yu Bo Weian Mao Yanjun Shao Weiqiang Bai Peng Ye Xinzhu Ma Junbo Zhao Hao Chen Chunhua Shen 3DV 52 1 0 25 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 84 0 0 21 Feb 2025
REMOTE: Real-time Ego-motion Tracking for Various Endoscopes via Multimodal Visual Feature Learning Liangjing Shao Benshuang Chen Shuting Zhao Xinrong Chen 77 0 0 30 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
Spatial-Mamba: Effective Visual State Space Models via Structure-aware State Fusion Chaodong Xiao Minghan Li Zhengqiang Zhang Deyu Meng Lei Zhang Mamba 55 4 0 19 Oct 2024
Protein-Mamba: Biological Mamba Models for Protein Function Prediction Bohao Xu Yingzhou Lu Yoshitaka Inoue Namkyeong Lee Tianfan Fu Jintai Chen Mamba 19 1 0 22 Sep 2024
InfiniMotion: Mamba Boosts Memory in Transformer for Arbitrary Long Motion Generation Zeyu Zhang Akide Liu Qi Chen Feng Chen Ian Reid Richard Hartley Bohan Zhuang Hao Tang Mamba 27 9 0 14 Jul 2024
IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulation Model Y. Huang Tomo Miyazaki Xiaofeng Liu S. Omachi Mamba 48 3 0 16 May 2024
SiMBA: Simplified Mamba-Based Architecture for Vision and Multivariate Time series Badri N. Patro Vijay Srinivas Agneeswaran Mamba 49 50 0 22 Mar 2024
Mamba-ND: Selective State Space Modeling for Multi-Dimensional Data Shufan Li Harkanwar Singh Aditya Grover Mamba 69 56 0 08 Feb 2024
Run, Don't Walk: Chasing Higher FLOPS for Faster Neural Networks Jierun Chen Shiu-hong Kao Hao He Weipeng Zhuo Song Wen Chul-Ho Lee Shueng-Han Gary Chan OOD 27 679 0 07 Mar 2023
Rethinking Mobile Block for Efficient Attention-based Models Jiangning Zhang Xiangtai Li Jian Li Liang Liu Zhucun Xue Boshen Zhang Zhe Jiang Tianxin Huang Yabiao Wang Chengjie Wang MQ 44 78 0 03 Jan 2023
MobileViTv3: Mobile-Friendly Vision Transformer with Simple and Effective Fusion of Local, Global and Input Features S. Wadekar Abhishek Chaurasia ViT 93 85 0 30 Sep 2022
UniFormer: Unifying Convolution and Self-attention for Visual Recognition Kunchang Li Yali Wang Junhao Zhang Peng Gao Guanglu Song Yu Liu Hongsheng Li Yu Qiao ViT 142 360 0 24 Jan 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,337 0 11 Nov 2021
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 249 1,982 0 28 Jul 2020
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 201 14,190 0 07 Oct 2016
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 279 39,083 0 01 Sep 2014