MHS-VM: Multi-Head Scanning in Parallel Subspaces for Vision Mamba

10 June 2024

Zhongping Ji

Papers citing "MHS-VM: Multi-Head Scanning in Parallel Subspaces for Vision Mamba"

21 / 21 papers shown

Title
DiM: Diffusion Mamba for Efficient High-Resolution Image Synthesis Yao Teng Yue Wu Han Shi Xuefei Ning Guohao Dai Yu Wang Zhenguo Li Xihui Liu Mamba 78 41 0 23 May 2024
MemoryMamba: Memory-Augmented State Space Model for Defect Recognition Qianning Wang He Hu Yucheng Zhou Mamba 67 14 0 06 May 2024
UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion Segmentation Renkai Wu Yinghao Liu Pengchen Liang Qing Chang Mamba 60 48 0 29 Mar 2024
ZigMa: A DiT-style Zigzag Mamba Diffusion Model Vincent Tao Hu S. A. Baumann Ming Gui Olga Grebenkova Pingchuan Ma Johannes S. Fischer Bjorn Ommer 98 45 0 20 Mar 2024
LocalMamba: Visual State Space Model with Windowed Selective Scan Tao Huang Xiaohuan Pei Shan You Fei Wang Chao Qian Chang Xu Mamba 84 151 0 14 Mar 2024
LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation Weibin Liao Yinghao Zhu Xinyuan Wang Cehngwei Pan Yasha Wang Liantao Ma Mamba 73 68 0 08 Mar 2024
MambaIR: A Simple Baseline for Image Restoration with State-Space Model Hang Guo Jinmin Li Tao Dai Zhihao Ouyang Xudong Ren Shu-Tao Xia Mamba 97 237 0 23 Feb 2024
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model Lianghui Zhu Bencheng Liao Qian Zhang Xinlong Wang Wenyu Liu Xinggang Wang Mamba 105 768 0 17 Jan 2024
U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation Jun Ma Feifei Li Bo Wang Mamba 131 363 0 09 Jan 2024
Mamba: Linear-Time Sequence Modeling with Selective State Spaces Albert Gu Tri Dao Mamba 148 2,757 0 01 Dec 2023
Diffusion Models Without Attention Jing Nathan Yan Jiatao Gu Alexander M. Rush 77 68 0 30 Nov 2023
Selective Structured State-Spaces for Long-Form Video Understanding Jue Wang Wenjie Zhu Pichao Wang Xiang Yu Linda Liu Mohamed Omar Raffay Hamid 81 99 0 25 Mar 2023
Long Range Language Modeling via Gated State Spaces Harsh Mehta Ankit Gupta Ashok Cutkosky Behnam Neyshabur Mamba 104 242 0 27 Jun 2022
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 463 21,564 0 25 Mar 2021
Training data-efficient image transformers & distillation through attention Hugo Touvron Matthieu Cord Matthijs Douze Francisco Massa Alexandre Sablayrolles Hervé Jégou ViT 389 6,793 0 23 Dec 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 670 41,369 0 22 Oct 2020
Skin Lesion Analysis Toward Melanoma Detection 2018: A Challenge Hosted by the International Skin Imaging Collaboration (ISIC) Noel Codella V. Rotemberg P. Tschandl M. E. Celebi Stephen W. Dusza ... Aadi Kalloo Konstantinos Liopyris Michael Marchetti Harald Kittler Allan Halpern 110 1,191 0 09 Feb 2019
ISIC 2017 - Skin Lesion Analysis Towards Melanoma Detection Matt Berseth 45 167 0 01 Mar 2017
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 775 36,861 0 25 Aug 2016
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 344 8,169 0 13 Aug 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,341 0 18 May 2015