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Surface Vision Mamba: Leveraging Bidirectional State Space Model for Efficient Spherical Manifold Representation

21 February 2025

Papers citing "Surface Vision Mamba: Leveraging Bidirectional State Space Model for Efficient Spherical Manifold Representation"

29 / 29 papers shown

Title
VMamba: Visual State Space Model Yue Liu Yunjie Tian Yuzhong Zhao Hongtian Yu Lingxi Xie Yaowei Wang Qixiang Ye Jianbin Jiao Yunfan Liu Mamba 324 734 0 31 Dec 2024
FlashAttention-3: Fast and Accurate Attention with Asynchrony and Low-precision Jay Shah Ganesh Bikshandi Ying Zhang Vijay Thakkar Pradeep Ramani Tri Dao 151 157 0 11 Jul 2024
Autoregressive Pretraining with Mamba in Vision Sucheng Ren Xianhang Li Haoqin Tu Feng Wang Fangxun Shu ... L. Yang Peng Wang Heng Wang Alan Yuille Cihang Xie Mamba 136 12 0 11 Jun 2024
Demystify Mamba in Vision: A Linear Attention Perspective Dongchen Han Ziyi Wang Zhuofan Xia Yizeng Han Yifan Pu Chunjiang Ge Jun Song Shiji Song Bo Zheng Gao Huang Mamba 129 62 0 26 May 2024
MambaOut: Do We Really Need Mamba for Vision? Weihao Yu Xinchao Wang Mamba 99 60 0 13 May 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 125 817 0 17 Jan 2024
Agent Attention: On the Integration of Softmax and Linear Attention Dongchen Han Tianzhu Ye Yizeng Han Zhuofan Xia Siyuan Pan Pengfei Wan Shiji Song Gao Huang 103 88 0 14 Dec 2023
Mamba: Linear-Time Sequence Modeling with Selective State Spaces Albert Gu Tri Dao Mamba 168 2,855 0 01 Dec 2023
HyperAttention: Long-context Attention in Near-Linear Time Insu Han Rajesh Jayaram Amin Karbasi Vahab Mirrokni David P. Woodruff A. Zandieh 121 74 0 09 Oct 2023
FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning Tri Dao LRM 168 1,336 0 17 Jul 2023
Vision GNN: An Image is Worth Graph of Nodes Kai Han Yunhe Wang Jianyuan Guo Yehui Tang Enhua Wu GNN 3DH 119 377 0 01 Jun 2022
FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness Tri Dao Daniel Y. Fu Stefano Ermon Atri Rudra Christopher Ré VLM 451 2,299 0 27 May 2022
Surface Vision Transformers: Attention-Based Modelling applied to Cortical Analysis Simon Dahan Abdulah Fawaz Logan Z. J. Williams Chunhui Yang Timothy S. Coalson M. Glasser A. Edwards Daniel Rueckert E. C. Robinson MedIm ViT 81 21 0 30 Mar 2022
Efficiently Modeling Long Sequences with Structured State Spaces Albert Gu Karan Goel Christopher Ré 312 1,861 0 31 Oct 2021
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 540 21,856 0 25 Mar 2021
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 795 41,946 0 22 Oct 2020
HiPPO: Recurrent Memory with Optimal Polynomial Projections Albert Gu Tri Dao Stefano Ermon Atri Rudra Christopher Ré 174 551 0 17 Aug 2020
Geometric Deep Learning for Post-Menstrual Age Prediction based on the Neonatal White Matter Cortical Surface Vitalis Vosylius Andy Wang C. Waters Alexey Zakharov Francis Ward ... J. Cupitt A. Makropoulos A. Schuh Daniel Rueckert A. Alansary 3DH 61 12 0 13 Aug 2020
Linformer: Self-Attention with Linear Complexity Sinong Wang Belinda Z. Li Madian Khabsa Han Fang Hao Ma 256 1,720 0 08 Jun 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 250 4,111 0 10 Apr 2020
Blockwise Self-Attention for Long Document Understanding J. Qiu Hao Ma Omer Levy Scott Yih Sinong Wang Jie Tang 113 254 0 07 Nov 2019
Spherical U-Net on Cortical Surfaces: Methods and Applications Fenqiang Zhao Shun-ren Xia Zhengwang Wu Dingna Duan Li Wang Weili Lin J. Gilmore Dinggang Shen Gang Li 62 58 0 01 Apr 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 2.0K 95,668 0 11 Oct 2018
Spherical CNNs Taco S. Cohen Mario Geiger Jonas Köhler Max Welling 193 908 0 30 Jan 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 1.0K 133,589 0 12 Jun 2017
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space C. Qi L. Yi Hao Su Leonidas Guibas 3DPC 3DV 480 11,227 0 07 Jun 2017
Geometric deep learning on graphs and manifolds using mixture model CNNs Federico Monti Davide Boscaini Jonathan Masci Emanuele Rodolà Jan Svoboda M. Bronstein GNN 549 1,825 0 25 Nov 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 819 29,331 0 09 Sep 2016
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering M. Defferrard Xavier Bresson P. Vandergheynst GNN 453 7,697 0 30 Jun 2016