MambaVision: A Hybrid Mamba-Transformer Vision Backbone

10 July 2024

Papers citing "MambaVision: A Hybrid Mamba-Transformer Vision Backbone"

50 / 89 papers shown

Title
HTMNet: A Hybrid Network with Transformer-Mamba Bottleneck Multimodal Fusion for Transparent and Reflective Objects Depth Completion Guanghu Xie Yonglong Zhang Zhiduo Jiang Yang Liu Zongwu Xie Baoshi Cao Hong Liu Mamba 30 0 0 27 May 2025
Exemplar-Free Continual Learning for State Space Models Isaac Ning Lee Leila Mahmoodi Trung Le Mehrtash Harandi CLL 23 0 0 24 May 2025
Semi-Supervised State-Space Model with Dynamic Stacking Filter for Real-World Video Deraining Shangquan Sun Wenqi Ren Juxiang Zhou Shu Wang Jianhou Gan Xiaochun Cao 22 0 0 22 May 2025
FR-Mamba: Time-Series Physical Field Reconstruction Based on State Space Model Jiahuan Long Wenzhe Zhang Ning Wang Tingsong Jiang Wen Yao Mamba AI4CE 23 0 0 21 May 2025
Scaling Vision Mamba Across Resolutions via Fractal Traversal Bo Li Haoke Xiao Lv Tang Mamba 57 0 0 20 May 2025
ChromFound: Towards A Universal Foundation Model for Single-Cell Chromatin Accessibility Data Yifeng Jiao Yuchen Liu Yu Zhang Xin Guo Yushuai Wu ... Hongwei Zhang Limei Han Xin Gao Yuan Qi Yuan Cheng 93 0 0 19 May 2025
Mamba-Adaptor: State Space Model Adaptor for Visual Recognition Fei Xie Jiahao Nie Yujin Tang W. Zhang Hongshen Zhao Mamba 78 0 0 19 May 2025
Overflow Prevention Enhances Long-Context Recurrent LLMs Assaf Ben-Kish Itamar Zimerman M. Jehanzeb Mirza James R. Glass Leonid Karlinsky Raja Giryes LRM 57 0 0 12 May 2025
SMMT: Siamese Motion Mamba with Self-attention for Thermal Infrared Target Tracking Shang Zhang Huanbin Zhang Dali Feng Yujie Cui Ruoyan Xiong Cen He Mamba 64 0 0 07 May 2025
LMDepth: Lightweight Mamba-based Monocular Depth Estimation for Real-World Deployment Jiahuan Long Xin Zhou MDE 73 0 0 02 May 2025
Vision Mamba in Remote Sensing: A Comprehensive Survey of Techniques, Applications and Outlook Muyi Bao Shuchang Lyu Zhaoyang Xu Huiyu Zhou Jinchang Ren Shiming Xiang Xuelong Li Guangliang Cheng Mamba 129 0 0 01 May 2025
Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation Zihan Cheng Jintao Guo Junxuan Zhang Lei Qi Luping Zhou Yinghuan Shi Yang Gao Mamba 61 0 0 24 Apr 2025
An Efficient and Mixed Heterogeneous Model for Image Restoration Yubin Gu Yuan Meng Kaihang Zheng Xiaoshuai Sun Jiayi Ji Weijian Ruan Liujuan Cao Rongrong Ji 72 0 0 15 Apr 2025
Mamba-Based Ensemble learning for White Blood Cell Classification Lewis Clifton X. Tian D. Palasuwan Phandee Watanaboonyongcharoen Ponlapat Rojnuckarin Nantheera Anantrasirichai Mamba 66 0 0 15 Apr 2025
FAIR-SIGHT: Fairness Assurance in Image Recognition via Simultaneous Conformal Thresholding and Dynamic Output Repair Arya Fayyazi M. Kamal Massoud Pedram 40 0 0 10 Apr 2025
Dynamic Vision Mamba Mengxuan Wu Zekai Li Zhiyuan Liang Moyang Li Xuanlei Zhao ... Xiaojiang Peng Konstantinos N. Plataniotis Kai Wang Wangbo Zhao Yang You Mamba 54 0 0 07 Apr 2025
Pairwise Optimal Transports for Training All-to-All Flow-Based Condition Transfer Model Kotaro Ikeda Masanori Koyama Jinzhe Zhang Kohei Hayashi Kenji Fukumizu OT 350 0 0 04 Apr 2025
TransMamba: Flexibly Switching between Transformer and Mamba Yixing Li Ruobing Xie Zhen Yang Xingwu Sun Shuaipeng Li ... Zhanhui Kang Yu Cheng C. Xu Di Wang Jie Jiang Mamba 111 1 0 31 Mar 2025
ViT-Linearizer: Distilling Quadratic Knowledge into Linear-Time Vision Models Guoyizhe Wei Rama Chellappa 61 2 0 30 Mar 2025
vGamba: Attentive State Space Bottleneck for efficient Long-range Dependencies in Visual Recognition Yunusa Haruna A. Lawan Mamba 68 0 0 27 Mar 2025
Selecting and Pruning: A Differentiable Causal Sequentialized State-Space Model for Two-View Correspondence Learning Xiang Fang Shanghang Zhang Hao Zhang Tao Lu Huabing Zhou Jiayi Ma Mamba 89 0 0 23 Mar 2025
MaTVLM: Hybrid Mamba-Transformer for Efficient Vision-Language Modeling Yingyue Li Bencheng Liao Wenyu Liu Xinggang Wang Mamba 77 0 0 17 Mar 2025
Atlas: Multi-Scale Attention Improves Long Context Image Modeling Kumar Krishna Agrawal Long Lian Lu Liu Natalia Harguindeguy Boyi Li Alexander Bick Maggie Chung Trevor Darrell Adam Yala ViT 64 0 0 16 Mar 2025
VideoMAP: Toward Scalable Mamba-based Video Autoregressive Pretraining Yunze Liu Peiran Wu C. Liang Junxiao Shen Limin Wang Li Yi Mamba 96 0 0 16 Mar 2025
MambaIC: State Space Models for High-Performance Learned Image Compression Fanhu Zeng Hao Tang Yihua Shao Siyu Chen Ling Shao Yan Wang Mamba 332 0 0 16 Mar 2025
FMNet: Frequency-Assisted Mamba-Like Linear Attention Network for Camouflaged Object Detection Ming Deng Sijin Sun Zihao Li Xiaochuan Hu Xing Wu Mamba 63 1 0 14 Mar 2025
OuroMamba: A Data-Free Quantization Framework for Vision Mamba Models Akshat Ramachandran Mingyu Lee Huan Xu Souvik Kundu Tushar Krishna MQ 59 1 0 13 Mar 2025
Spectral State Space Model for Rotation-Invariant Visual Representation Learning Sahar Dastani Ali Bahri Moslem Yazdanpanah Mehrdad Noori David Osowiechi ... Farzad Beizaee Milad Cheraghalikhani A. Mondal H. Lombaert Christian Desrosiers 102 0 0 09 Mar 2025
Global-Aware Monocular Semantic Scene Completion with State Space Models Shijie Li Zhongyao Cheng Rong Li Shuai Li Juergen Gall Xun Xu Xulei Yang 60 0 0 09 Mar 2025
MambaLiteSR: Image Super-Resolution with Low-Rank Mamba using Knowledge Distillation Romina Aalishah Mozhgan Navardi T. Mohsenin Mamba 91 0 0 21 Feb 2025
Is Long Range Sequential Modeling Necessary For Colorectal Tumor Segmentation? Abhishek Srivastava Koushik Biswas Gorkem Durak Gulsah Ozden Mustafa Adli Ulas Bagci Mamba 3DV 61 0 0 10 Feb 2025
Scaling Laws in Patchification: An Image Is Worth 50,176 Tokens And More Feng Wang Yaodong Yu Guoyizhe Wei Wei Shao Yuyin Zhou Alan Yuille Cihang Xie ViT 105 4 0 06 Feb 2025
Parallel Sequence Modeling via Generalized Spatial Propagation Network Hongjun Wang Wonmin Byeon Jiarui Xu Liang Feng Ka Chun Cheung Xiaolong Wang Kai Han Jan Kautz Sifei Liu 279 0 0 21 Jan 2025
Confident Pseudo-labeled Diffusion Augmentation for Canine Cardiomegaly Detection Shiman Zhang Lakshmikar R. Polamreddy Youshan Zhang MedIm DiffM 81 0 0 13 Jan 2025
VMamba: Visual State Space Model Yue Liu Yunjie Tian Yuzhong Zhao Hongtian Yu Lingxi Xie Yaowei Wang Qixiang Ye Jianbin Jiao Yunfan Liu Mamba 184 657 0 31 Dec 2024
MobileMamba: Lightweight Multi-Receptive Visual Mamba Network Haoyang He Jing Zhang Yuxuan Cai Hongxu Chen Xiaobin Hu Zhenye Gan Yun Wang Chengjie Wang Yunsheng Wu Lei Xie Mamba 117 4 0 24 Nov 2024
M3D: Dual-Stream Selective State Spaces and Depth-Driven Framework for High-Fidelity Single-View 3D Reconstruction Luoxi Zhang Pragyan Shrestha Yu Zhou Chun Xie I. Kitahara 3DGS 3DV 102 1 0 19 Nov 2024
MambaPEFT: Exploring Parameter-Efficient Fine-Tuning for Mamba Masakazu Yoshimura Teruaki Hayashi Yota Maeda Mamba 144 2 0 06 Nov 2024
MatMamba: A Matryoshka State Space Model Abhinav Shukla Sai H. Vemprala Aditya Kusupati Ashish Kapoor Mamba 40 1 0 09 Oct 2024
HRVMamba: High-Resolution Visual State Space Model for Dense Prediction Hao Zhang Yongqiang Ma Wenqi Shao Ping Luo Nanning Zheng Kaipeng Zhang Mamba 43 1 0 04 Oct 2024
Demystifying the Token Dynamics of Deep Selective State Space Models Thieu N. Vo Tung D. Pham Xin T. Tong Tan Minh Nguyen Mamba 59 0 0 04 Oct 2024
MAP: Unleashing Hybrid Mamba-Transformer Vision Backbone's Potential with Masked Autoregressive Pretraining Yunze Liu Li Yi Mamba 78 2 0 01 Oct 2024
MaskMamba: A Hybrid Mamba-Transformer Model for Masked Image Generation Wenchao Chen Liqiang Niu Ziyao Lu Fandong Meng Jie Zhou Mamba 45 4 0 30 Sep 2024
GraspMamba: A Mamba-based Language-driven Grasp Detection Framework with Hierarchical Feature Learning Huy Hoang Nguyen An Vuong Anh Nguyen Ian Reid Minh Nhat Vu Mamba 53 1 0 22 Sep 2024
GenMapping: Unleashing the Potential of Inverse Perspective Mapping for Robust Online HD Map Construction Siyu Li Kailun Yang Hao Shi Song Wang You Yao Zhiyong Li 51 3 0 13 Sep 2024
Mamba-YOLO-World: Marrying YOLO-World with Mamba for Open-Vocabulary Detection Haoxuan Wang Qu He Jinlong Peng Hao Yang Mingmin Chi Yabiao Wang Mamba 53 2 0 13 Sep 2024
DSDFormer: An Innovative Transformer-Mamba Framework for Robust High-Precision Driver Distraction Identification Junzhou Chen Zirui Zhang Jing Yu Heqiang Huang Ronghui Zhang Xuemiao Xu Bin Sheng Hong Yan Mamba 75 1 0 09 Sep 2024
A Hybrid Transformer-Mamba Network for Single Image Deraining Shangquan Sun Wenqi Ren Juxiang Zhou Jianhou Gan Rui Wang Xiaochun Cao Mamba 71 6 0 31 Aug 2024
HMT-UNet: A hybird Mamba-Transformer Vision UNet for Medical Image Segmentation Mingya Zhang Zhihao Chen Yiyuan Ge Xianping Tao Mamba 76 3 0 21 Aug 2024
Transformers to SSMs: Distilling Quadratic Knowledge to Subquadratic Models Aviv Bick Kevin Y. Li Eric P. Xing J. Zico Kolter Albert Gu Mamba 71 27 0 19 Aug 2024