Unsupervised Discovery of Object Radiance Fields

16 July 2021

Hong-Xing Yu

Leonidas J. Guibas

Jiajun Wu

OCL

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Papers citing "Unsupervised Discovery of Object Radiance Fields"

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Title
WildSeg3D: Segment Any 3D Objects in the Wild from 2D Images Yansong Guo Jie Hu Yansong Qu Liujuan Cao 3DGS 131 0 0 11 Mar 2025
Dynamic Scene Understanding through Object-Centric Voxelization and Neural Rendering Yanpeng Zhao Yiwei Hao Siyu Gao Yunbo Wang Xiaokang Yang OCL 120 1 0 17 Feb 2025
Object-centric proto-symbolic behavioural reasoning from pixels R. S. V. Bergen Justus F. Hübotter Pablo Lanillos LM&Ro OCL 87 0 0 26 Nov 2024
ObjectCarver: Semi-automatic segmentation, reconstruction and separation of 3D objects Gemmechu Hassena Jonathan Moon Ryan Fujii Andrew Yuen Noah Snavely Steve Marschner Bharath Hariharan 3DPC 3DV 36 0 0 26 Jul 2024
Category-level Neural Field for Reconstruction of Partially Observed Objects in Indoor Environment Taekbeom Lee Youngseok Jang H. Jin Kim 3DV 33 0 0 12 Jun 2024
$${M^2D}$NeRF: Multi-Modal Decomposition NeRF with 3D Feature Fields$ ${M^2D}$ NeRF: Multi-Modal Decomposition NeRF with 3D Feature Fields N. Wang Lefei Zhang Angel X Chang 44 0 0 08 May 2024
DreamUp3D: Object-Centric Generative Models for Single-View 3D Scene Understanding and Real-to-Sim Transfer Yizhe Wu Haitz Sáez de Ocáriz Borde Jack Collins Oiwi Parker Jones Ingmar Posner 3DPC OCL 33 2 0 26 Feb 2024
Unsupervised Discovery of Object-Centric Neural Fields Rundong Luo Hong-Xing Yu Jiajun Wu 3DPC OCL 90 3 0 12 Feb 2024
Inferring Hybrid Neural Fluid Fields from Videos Hong-Xing Yu Yang Zheng Yuan Gao Yitong Deng Bo Zhu Jiajun Wu 3DH 27 15 0 11 Dec 2023
Segment Any 3D Gaussians Jiazhong Cen Jiemin Fang Chen Yang Lingxi Xie Xiaopeng Zhang Wei Shen Qi Tian 3DGS 62 69 0 01 Dec 2023
Enhancing Interpretable Object Abstraction via Clustering-based Slot Initialization Ni Gao Bernard Hohmann Gerhard Neumann OCL 22 2 0 22 Aug 2023
ObjectSDF++: Improved Object-Compositional Neural Implicit Surfaces Qianyi Wu Kai Wang Kejie Li Jianmin Zheng Jianfei Cai AI4CE 16 27 0 15 Aug 2023
GeoVLN: Learning Geometry-Enhanced Visual Representation with Slot Attention for Vision-and-Language Navigation Jingyang Huo Qiang Sun Boyan Jiang Haitao Lin Yanwei Fu 27 19 0 26 May 2023
SlotDiffusion: Object-Centric Generative Modeling with Diffusion Models Ziyi Wu Jingyu Hu Wuyue Lu Igor Gilitschenski Animesh Garg DiffM OCL 28 44 0 18 May 2023
Learnable Earth Parser: Discovering 3D Prototypes in Aerial Scans Romain Loiseau Elliot Vincent Mathieu Aubry Loic Landrieu 3DPC 11 3 0 19 Apr 2023
Semantic-aware Occlusion Filtering Neural Radiance Fields in the Wild Jae-Won Lee In-Ho Kim Hwan Heo Hyunwoo J. Kim 43 6 0 05 Mar 2023
PaletteNeRF: Palette-based Color Editing for NeRFs Qiling Wu Jianchao Tan Kun Xu 24 18 0 25 Dec 2022
ONeRF: Unsupervised 3D Object Segmentation from Multiple Views Sheng-Ming Liang Yichen Liu Shangzhe Wu Yu-Wing Tai Chi-Keung Tang 28 7 0 22 Nov 2022
NeRF-SOS: Any-View Self-supervised Object Segmentation on Complex Scenes Zhiwen Fan Peihao Wang Yifan Jiang Xinyu Gong Dejia Xu Zhangyang Wang 97 63 0 19 Sep 2022
Object-Compositional Neural Implicit Surfaces Qianyi Wu Xian Liu Yuedong Chen Kejie Li Chuanxia Zheng Jianfei Cai Jianmin Zheng OCL AI4CE 22 73 0 20 Jul 2022
Object Scene Representation Transformer Mehdi S. M. Sajjadi Daniel Duckworth Aravindh Mahendran Sjoerd van Steenkiste Filip Pavetić Mario Luvcić Leonidas J. Guibas Klaus Greff Thomas Kipf ViT OCL 22 89 0 14 Jun 2022
Neural Volumetric Object Selection Zhongzheng Ren A. Agarwala Bryan C. Russell A. Schwing Oliver Wang 3DH 8 50 0 30 May 2022
BlobGAN: Spatially Disentangled Scene Representations Dave Epstein Taesung Park Richard Y. Zhang Eli Shechtman Alexei A. Efros GAN SSL OCL 27 42 0 05 May 2022
Deformable Sprites for Unsupervised Video Decomposition Vickie Ye Zhengqi Li Richard Tucker Angjoo Kanazawa Noah Snavely OCL 21 63 0 14 Apr 2022
PartAfford: Part-level Affordance Discovery from 3D Objects Chao Xu Yixin Chen He-Nan Wang Song-Chun Zhu Yixin Zhu Siyuan Huang 21 25 0 28 Feb 2022
CoNeRF: Controllable Neural Radiance Fields Kacper Kania K. M. Yi Marek Kowalski Tomasz Trzciñski Andrea Tagliasacchi AI4CE 14 77 0 03 Dec 2021
ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation Laurynas Karazija Iro Laina Christian Rupprecht 3DV VOS 27 83 0 19 Nov 2021
ShaRF: Shape-conditioned Radiance Fields from a Single View Konstantinos Rematas Ricardo Martín Brualla V. Ferrari 50 110 0 17 Feb 2021
Neural Sparse Voxel Fields Lingjie Liu Jiatao Gu Kyaw Zaw Lin Tat-Seng Chua Christian Theobalt 186 1,242 0 22 Jul 2020
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 214 7,923 0 17 Aug 2015