Title
Mixture of Sparse Attention: Content-Based Learnable Sparse Attention via Expert-Choice Routing Piotr Piekos Róbert Csordás Jürgen Schmidhuber MoE VLM 171 2 0 01 May 2025
SparseFlex: High-Resolution and Arbitrary-Topology 3D Shape Modeling Xianglong He Zi-Xin Zou Chia-Hao Chen Yu Guo Ding Liang Chun Yuan Wanli Ouyang Yan-Pei Cao Yangguang Li 87 2 0 27 Mar 2025
Hunyuan3D 2.0: Scaling Diffusion Models for High Resolution Textured 3D Assets Generation Zibo Zhao Zeqiang Lai Qingxiang Lin Yunfei Zhao Haolin Liu ... Jingwei Huang Chunchao Guo Jie Jiang Jingwei Huang Chunchao Guo 146 29 0 21 Jan 2025
Dora: Sampling and Benchmarking for 3D Shape Variational Auto-Encoders Rui Chen Jianfeng Zhang Yixun Liang Guan Luo Weiyu Li Jiarui Liu Xiu Li Xiaoxiao Long Jiashi Feng P. Tan 119 14 0 23 Dec 2024
SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformers Enze Xie Junsong Chen Junyu Chen Han Cai Haotian Tang ... Zhekai Zhang Zhekai Zhang Ligeng Zhu Yaojie Lu Song Han VLM 78 70 0 14 Oct 2024
CLAY: A Controllable Large-scale Generative Model for Creating High-quality 3D Assets Longwen Zhang Ziyu Wang Qixuan Zhang Qiwei Qiu Anqi Pang Haoran Jiang Wei Yang Lan Xu Jingyi Yu DiffM AI4CE VGen 71 135 0 30 May 2024
DiG: Scalable and Efficient Diffusion Models with Gated Linear Attention Lianghui Zhu Zilong Huang Bencheng Liao Jun Hao Liew Hanshu Yan Jiashi Feng Xinggang Wang 86 15 0 28 May 2024
Direct3D: Scalable Image-to-3D Generation via 3D Latent Diffusion Transformer Shuang Wu Youtian Lin Feihu Zhang Yifei Zeng Jingxi Xu Philip Torr Xun Cao Yao Yao 61 55 0 23 May 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 86 131 0 30 Apr 2024
InstantMesh: Efficient 3D Mesh Generation from a Single Image with Sparse-view Large Reconstruction Models Jiale Xu Weihao Cheng Yiming Gao Xintao Wang Shenghua Gao Ying Shan 3DGS 59 193 0 10 Apr 2024
GRM: Large Gaussian Reconstruction Model for Efficient 3D Reconstruction and Generation Yinghao Xu Zifan Shi Wang Yifan Hansheng Chen Ceyuan Yang Sida Peng Yujun Shen Gordon Wetzstein 3DV 3DGS 74 159 0 21 Mar 2024
Scaling Rectified Flow Transformers for High-Resolution Image Synthesis Patrick Esser Sumith Kulal A. Blattmann Rahim Entezari Jonas Muller ... Zion English Kyle Lacey Alex Goodwin Yannik Marek Robin Rombach DiffM 210 1,244 0 05 Mar 2024
LGM: Large Multi-View Gaussian Model for High-Resolution 3D Content Creation Jiaxiang Tang Zhaoxi Chen Xiaokang Chen Tengfei Wang Gang Zeng Ziwei Liu 3DGS 3DV 114 360 0 07 Feb 2024
ImageDream: Image-Prompt Multi-view Diffusion for 3D Generation Peng Wang Yichun Shi 23 170 0 02 Dec 2023
Direct2.5: Diverse Text-to-3D Generation via Multi-view 2.5D Diffusion Yuanxun Lu Jingyang Zhang Shiwei Li Tian Fang David McKinnon Yanghai Tsin Long Quan Xun Cao Yao Yao 48 37 0 27 Nov 2023
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 72 202 0 14 Nov 2023
Instant3D: Fast Text-to-3D with Sparse-View Generation and Large Reconstruction Model Jiahao Li Hao Tan Kai Zhang Zexiang Xu Fujun Luan Yinghao Xu Yicong Hong Kalyan Sunkavalli Greg Shakhnarovich Sai Bi 89 261 0 10 Nov 2023
Wonder3D: Single Image to 3D using Cross-Domain Diffusion Xiaoxiao Long Yuanchen Guo Cheng Lin Yuan Liu Zhiyang Dou ... Yuexin Ma Song-Hai Zhang Marc Habermann Christian Theobalt Wenping Wang 63 424 0 23 Oct 2023
Uni3D: Exploring Unified 3D Representation at Scale Junsheng Zhou Jinsheng Wang Baorui Ma Yu-Shen Liu Tiejun Huang Xinlong Wang 50 91 0 10 Oct 2023
FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning Tri Dao LRM 69 1,221 0 17 Jul 2023
Objaverse-XL: A Universe of 10M+ 3D Objects Matt Deitke Ruoshi Liu Matthew Wallingford Huong Ngo Oscar Michel ... Carl Vondrick Georgia Gkioxari Kiana Ehsani Ludwig Schmidt Ali Farhadi 51 398 0 11 Jul 2023
Michelangelo: Conditional 3D Shape Generation based on Shape-Image-Text Aligned Latent Representation Zibo Zhao Wen Liu Xin Chen Xi Zeng Rui Wang Pei Cheng Bin-Bin Fu Tao Chen Gang Yu Shenghua Gao DiffM 74 97 0 29 Jun 2023
One-2-3-45: Any Single Image to 3D Mesh in 45 Seconds without Per-Shape Optimization Minghua Liu Chao Xu Haian Jin Ling-Hao Chen T. MukundVarma Zexiang Xu Hao Su 78 453 0 29 Jun 2023
Neural Kernel Surface Reconstruction Jiahui Huang Zan Gojcic Matan Atzmon Or Litany Sanja Fidler Francis Williams 3DV 54 71 0 31 May 2023
GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints Joshua Ainslie James Lee-Thorp Michiel de Jong Yury Zemlyanskiy Federico Lebrón Sumit Sanghai 57 626 0 22 May 2023
OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding Minghua Liu Ruoxi Shi Kaiming Kuang Yinhao Zhu Xuanlin Li Shizhong Han H. Cai Fatih Porikli Hao Su 3DPC 64 119 0 18 May 2023
ULIP-2: Towards Scalable Multimodal Pre-training for 3D Understanding Le Xue Ning Yu Shu Zhen Zhang Artemis Panagopoulou Junnan Li ... Jiajun Wu Caiming Xiong Ran Xu Juan Carlos Niebles Silvio Savarese 82 121 0 14 May 2023
DINOv2: Learning Robust Visual Features without Supervision Maxime Oquab Timothée Darcet Théo Moutakanni Huy Q. Vo Marc Szafraniec ... Hervé Jégou Julien Mairal Patrick Labatut Armand Joulin Piotr Bojanowski VLM CLIP SSL 249 3,205 0 14 Apr 2023
3DShape2VecSet: A 3D Shape Representation for Neural Fields and Generative Diffusion Models Biao Zhang Jiapeng Tang Matthias Niessner Peter Wonka DiffM 80 208 0 26 Jan 2023
Scalable Diffusion Models with Transformers William S. Peebles Saining Xie GNN 66 2,182 0 19 Dec 2022
Objaverse: A Universe of Annotated 3D Objects Matt Deitke Dustin Schwenk Jordi Salvador Luca Weihs Oscar Michel Eli VanderBilt Ludwig Schmidt Kiana Ehsani Aniruddha Kembhavi Ali Farhadi 67 913 0 15 Dec 2022
Linear Video Transformer with Feature Fixation Kaiyue Lu Zexia Liu Jianyuan Wang Weixuan Sun Zhen Qin ... Xuyang Shen Huizhong Deng Xiaodong Han Yuchao Dai Yiran Zhong 38 5 0 15 Oct 2022
Flow Matching for Generative Modeling Y. Lipman Ricky T. Q. Chen Heli Ben-Hamu Maximilian Nickel Matt Le OOD 114 1,189 0 06 Oct 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 268 15,081 0 20 Dec 2021
Deep Marching Tetrahedra: a Hybrid Representation for High-Resolution 3D Shape Synthesis Tianchang Shen Jun Gao K. Yin Xuan Li Sanja Fidler 3DV 59 460 0 08 Nov 2021
Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention Angelos Katharopoulos Apoorv Vyas Nikolaos Pappas Franccois Fleuret 121 1,734 0 29 Jun 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 221 10,591 0 17 Feb 2020
ShapeNet: An Information-Rich 3D Model Repository Angel X. Chang Thomas Funkhouser Leonidas Guibas Pat Hanrahan Qi-Xing Huang ... Shuran Song Hao Su Jianxiong Xiao L. Yi Feng Yu 3DV 88 5,482 0 09 Dec 2015