ViG: Linear-complexity Visual Sequence Learning with Gated Linear Attention

28 May 2024

Papers citing "ViG: Linear-complexity Visual Sequence Learning with Gated Linear Attention"

21 / 21 papers shown

Title
HGRN2: Gated Linear RNNs with State Expansion Zhen Qin Songlin Yang Weixuan Sun Xuyang Shen Dong Li Weigao Sun Yiran Zhong LRM 34 45 0 11 Apr 2024
Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention Tsendsuren Munkhdalai Manaal Faruqui Siddharth Gopal LRM LLMAG CLL 79 101 0 10 Apr 2024
SiMBA: Simplified Mamba-Based Architecture for Vision and Multivariate Time series Badri N. Patro Vijay Srinivas Agneeswaran Mamba 42 50 0 22 Mar 2024
Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models Soham De Samuel L. Smith Anushan Fernando Aleksandar Botev George-Christian Muraru ... David Budden Yee Whye Teh Razvan Pascanu Nando de Freitas Çağlar Gülçehre Mamba 51 116 0 29 Feb 2024
Simple linear attention language models balance the recall-throughput tradeoff Simran Arora Sabri Eyuboglu Michael Zhang Aman Timalsina Silas Alberti Dylan Zinsley James Zou Atri Rudra Christopher Ré 36 60 0 28 Feb 2024
Pan-Mamba: Effective pan-sharpening with State Space Model Xuanhua He Ke Cao K. Yan Rui Li Chengjun Xie Jie Zhang Man Zhou Mamba 54 60 0 19 Feb 2024
PointMamba: A Simple State Space Model for Point Cloud Analysis Dingkang Liang Xin Zhou Wei Xu Xingkui Zhu Zhikang Zou Xiaoqing Ye Xinyu Wang Xiang Bai 79 87 0 16 Feb 2024
Mamba-ND: Selective State Space Modeling for Multi-Dimensional Data Shufan Li Harkanwar Singh Aditya Grover Mamba 66 56 0 08 Feb 2024
Scalable Diffusion Models with State Space Backbone Zhengcong Fei Mingyuan Fan Changqian Yu Junshi Huang 59 33 0 08 Feb 2024
U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation Jun Ma Feifei Li Bo Wang Mamba 74 314 0 09 Jan 2024
Fine-Tuning Pre-trained Transformers into Decaying Fast Weights H. H. Mao 55 20 0 09 Oct 2022
HiViT: Hierarchical Vision Transformer Meets Masked Image Modeling Xiaosong Zhang Yunjie Tian Wei Huang QiXiang Ye Qi Dai Lingxi Xie Qi Tian 50 26 0 30 May 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 380 4,010 0 28 Jan 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 125 360 0 24 Jan 2022
CMT: Convolutional Neural Networks Meet Vision Transformers Jianyuan Guo Kai Han Han Wu Yehui Tang Chunjing Xu Yunhe Wang Chang Xu ViT 320 614 0 13 Jul 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 263 3,538 0 24 Feb 2021
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 170 3,480 0 20 Aug 2019
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 948 20,214 0 17 Apr 2017
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 261 10,106 0 16 Nov 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 236 35,884 0 25 Aug 2016
Semantic Understanding of Scenes through the ADE20K Dataset Bolei Zhou Hang Zhao Xavier Puig Tete Xiao Sanja Fidler Adela Barriuso Antonio Torralba SSeg 243 1,817 0 18 Aug 2016