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MVGamba: Unify 3D Content Generation as State Space Sequence Modeling

10 June 2024

Xinchao Wang

Hanwang Zhang

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Papers citing "MVGamba: Unify 3D Content Generation as State Space Sequence Modeling"

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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 278 690 0 31 Dec 2024
HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing Jinbin Bai Wei Chow L. Yang Hefei Ling Juncheng Billy Li Hao Zhang Shuicheng Yan 163 8 0 05 Dec 2024
Efficient 3D Perception on Multi-Sweep Point Cloud with Gumbel Spatial Pruning Jianhao Li Tianyu Sun Wei Wei Ziyi Wang Bailan Feng Hengshuang Zhao 3DPC 124 0 0 12 Nov 2024
Meissonic: Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis Jinbin Bai Tian-Chun Ye Wei Chow Enxin Song Qing-Guo Chen Hefei Ling Zhen Dong Lei Zhu 116 18 0 10 Oct 2024
3DTopia-XL: Scaling High-quality 3D Asset Generation via Primitive Diffusion Zhaoxi Chen Jiaxiang Tang Yuhao Dong Ziang Cao Fangzhou Hong ... Tong Wu Shunsuke Saito Liang Pan Dahua Lin Ziwei Liu 96 21 0 19 Sep 2024
GS-LRM: Large Reconstruction Model for 3D Gaussian Splatting Kai Zhang Sai Bi Hao Tan Yuanbo Xiangli Nanxuan Zhao Kalyan Sunkavalli Zexiang Xu 3DGS 102 143 0 30 Apr 2024
High-quality Surface Reconstruction using Gaussian Surfels Pinxuan Dai Jiamin Xu Wenxiang Xie Xinguo Liu Huamin Wang Weiwei Xu 3DGS 94 89 0 27 Apr 2024
Mamba-360: Survey of State Space Models as Transformer Alternative for Long Sequence Modelling: Methods, Applications, and Challenges Badri N. Patro Vijay Srinivas Agneeswaran Mamba 101 42 0 24 Apr 2024
MeshLRM: Large Reconstruction Model for High-Quality Meshes Xinyue Wei Kai Zhang Sai Bi Hao Tan Fujun Luan Valentin Deschaintre Kalyan Sunkavalli Hao Su Zexiang Xu AI4CE 167 80 0 18 Apr 2024
Fusion-Mamba for Cross-modality Object Detection Wenhao Dong Haodong Zhu Shaohui Lin Xiaoyan Luo Yunhang Shen Xuhui Liu Juan Zhang Guodong Guo Baochang Zhang Mamba 88 30 0 14 Apr 2024
MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection Haoyang He Yuhu Bai Jiangning Zhang Qingdong He Hongxu Chen Zhenye Gan Chengjie Wang Xiangtai Li Guanzhong Tian Lei Xie Mamba 121 42 0 09 Apr 2024
Diffusion Time-step Curriculum for One Image to 3D Generation Xuanyu Yi Zike Wu Qingshan Xu Pan Zhou Joo-Hwee Lim Hanwang Zhang 93 20 0 06 Apr 2024
PlainMamba: Improving Non-Hierarchical Mamba in Visual Recognition Chenhongyi Yang Zehui Chen Miguel Espinosa Linus Ericsson Zhenyu Wang Jiaming Liu Elliot J. Crowley Mamba 87 95 0 26 Mar 2024
2D Gaussian Splatting for Geometrically Accurate Radiance Fields Binbin Huang Zehao Yu Anpei Chen Andreas Geiger Shenghua Gao 3DGS 171 474 0 26 Mar 2024
Cobra: Extending Mamba to Multi-Modal Large Language Model for Efficient Inference Han Zhao Min Zhang Wei Zhao Pengxiang Ding Siteng Huang Donglin Wang Mamba 101 74 0 21 Mar 2024
MambaTalk: Efficient Holistic Gesture Synthesis with Selective State Space Models Zunnan Xu Yukang Lin Haonan Han Sicheng Yang Ronghui Li Yachao Zhang Xiu Li Mamba 116 25 0 14 Mar 2024
LocalMamba: Visual State Space Model with Windowed Selective Scan Tao Huang Xiaohuan Pei Shan You Fei Wang Chao Qian Chang Xu Mamba 84 149 0 14 Mar 2024
Weak-Mamba-UNet: Visual Mamba Makes CNN and ViT Work Better for Scribble-based Medical Image Segmentation Ziyang Wang Chao Ma Mamba 59 30 0 16 Feb 2024
One-2-3-45++: Fast Single Image to 3D Objects with Consistent Multi-View Generation and 3D Diffusion Minghua Liu Ruoxi Shi Linghao Chen Zhuoyang Zhang Chao Xu Xinyue Wei Hansheng Chen Chong Zeng Jiayuan Gu Hao Su 104 205 0 14 Nov 2023
MVImgNet: A Large-scale Dataset of Multi-view Images Xianggang Yu Mutian Xu Yidan Zhang Haolin Liu Chongjie Ye ... Zhangyang Xiong Tianyou Liang Guanying Chen Shuguang Cui Xiaoguang Han 3DV 97 170 0 10 Mar 2023
3D Neural Field Generation using Triplane Diffusion J. Shue E. R. Chan Ryan Po Zachary Ankner Jiajun Wu Gordon Wetzstein DiffM 100 242 0 30 Nov 2022
On The Computational Complexity of Self-Attention Feyza Duman Keles Pruthuvi Maheshakya Wijewardena Chinmay Hegde 122 125 0 11 Sep 2022
On the Parameterization and Initialization of Diagonal State Space Models Albert Gu Ankit Gupta Karan Goel Christopher Ré 86 324 0 23 Jun 2022
SparseNeuS: Fast Generalizable Neural Surface Reconstruction from Sparse Views Xiaoxiao Long Chu-Hsing Lin Peng Wang Taku Komura Wenping Wang 3DGS 75 185 0 12 Jun 2022
Google Scanned Objects: A High-Quality Dataset of 3D Scanned Household Items Laura Downs Anthony G. Francis Nate Koenig Brandon Kinman R. Hickman Krista Reymann T. B. McHugh Vincent Vanhoucke LM&Ro 109 497 0 25 Apr 2022
MetaFormer Is Actually What You Need for Vision Weihao Yu Mi Luo Pan Zhou Chenyang Si Yichen Zhou Xinchao Wang Jiashi Feng Shuicheng Yan 170 911 0 22 Nov 2021
Deep Marching Tetrahedra: a Hybrid Representation for High-Resolution 3D Shape Synthesis Tianchang Shen Jun Gao K. Yin Xuan Li Sanja Fidler 3DV 91 464 0 08 Nov 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 455 21,439 0 25 Mar 2021
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 377 11,877 0 11 Jan 2018
Categorical Reparameterization with Gumbel-Softmax Eric Jang S. Gu Ben Poole BDL 342 5,372 0 03 Nov 2016