GOV-NeSF: Generalizable Open-Vocabulary Neural Semantic Fields

1 April 2024

Papers citing "GOV-NeSF: Generalizable Open-Vocabulary Neural Semantic Fields"

29 / 29 papers shown

Title
Open-NeRF: Towards Open Vocabulary NeRF Decomposition Hao Zhang Fang Li Narendra Ahuja 60 12 0 25 Oct 2023
VL-Fields: Towards Language-Grounded Neural Implicit Spatial Representations Nikolaos Tsagkas Oisin Mac Aodha Chris Xiaoxuan Lu VLM 69 26 0 21 May 2023
Semantic Ray: Learning a Generalizable Semantic Field with Cross-Reprojection Attention Fan Liu Chubing Zhang Yu Zheng Yueqi Duan 46 28 0 23 Mar 2023
OpenScene: 3D Scene Understanding with Open Vocabularies Songyou Peng Kyle Genova ChiyuMaxJiang Andrea Tagliasacchi Marc Pollefeys Thomas Funkhouser 3DPC VLM 73 359 0 28 Nov 2022
CLIP2Point: Transfer CLIP to Point Cloud Classification with Image-Depth Pre-training Tianyu Huang Bowen Dong Yunhan Yang Xiaoshui Huang Rynson W. H. Lau Wanli Ouyang W. Zuo VLM 3DPC CLIP 97 147 0 03 Oct 2022
Neural Feature Fusion Fields: 3D Distillation of Self-Supervised 2D Image Representations Vadim Tschernezki Iro Laina Diane Larlus Andrea Vedaldi 219 192 0 07 Sep 2022
OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework Peng Wang An Yang Rui Men Junyang Lin Shuai Bai Zhikang Li Jianxin Ma Chang Zhou Jingren Zhou Hongxia Yang MLLM ObjD 135 870 0 07 Feb 2022
Point-NeRF: Point-based Neural Radiance Fields Qiangeng Xu Zexiang Xu Julien Philip Sai Bi Zhixin Shu Kalyan Sunkavalli Ulrich Neumann 3DPC 94 572 0 21 Jan 2022
Instant Neural Graphics Primitives with a Multiresolution Hash Encoding Thomas Müller Alex Evans Christoph Schied A. Keller 288 3,990 0 16 Jan 2022
Scaling Open-Vocabulary Image Segmentation with Image-Level Labels Golnaz Ghiasi Xiuye Gu Huayu Chen Nayeon Lee VLM 107 380 0 22 Dec 2021
Extract Free Dense Labels from CLIP Chong Zhou Chen Change Loy Bo Dai VLM CLIP 113 475 0 02 Dec 2021
Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields Jonathan T. Barron B. Mildenhall Dor Verbin Pratul P. Srinivasan Peter Hedman 158 1,668 0 23 Nov 2021
FILIP: Fine-grained Interactive Language-Image Pre-Training Lewei Yao Runhu Huang Lu Hou Guansong Lu Minzhe Niu Hang Xu Xiaodan Liang Zhenguo Li Xin Jiang Chunjing Xu VLM CLIP 84 633 0 09 Nov 2021
Learning Object-Compositional Neural Radiance Field for Editable Scene Rendering Bangbang Yang Yinda Zhang Yinghao Xu Yijin Li Han Zhou Hujun Bao Guofeng Zhang Zhaopeng Cui AI4CE 61 275 0 04 Sep 2021
Neural Rays for Occlusion-aware Image-based Rendering Yuan Liu Sida Peng Lingjie Liu Qianqian Wang Peng Wang Christian Theobalt Xiaowei Zhou Wenping Wang 77 218 0 28 Jul 2021
NeuS: Learning Neural Implicit Surfaces by Volume Rendering for Multi-view Reconstruction Peng Wang Lingjie Liu Yuan Liu Christian Theobalt Taku Komura Wenping Wang 80 1,721 0 20 Jun 2021
NeuralRecon: Real-Time Coherent 3D Reconstruction from Monocular Video Jiaming Sun Yiming Xie Linghao Chen Xiaowei Zhou Hujun Bao 3DV 58 293 0 01 Apr 2021
In-Place Scene Labelling and Understanding with Implicit Scene Representation Shuaifeng Zhi Tristan Laidlow Stefan Leutenegger Andrew J. Davison 125 417 0 29 Mar 2021
MVSNeRF: Fast Generalizable Radiance Field Reconstruction from Multi-View Stereo Anpei Chen Zexiang Xu Fuqiang Zhao Xiaoshuai Zhang Fanbo Xiang Jingyi Yu Hao Su 102 795 0 29 Mar 2021
pixelNeRF: Neural Radiance Fields from One or Few Images Alex Yu Vickie Ye Matthew Tancik Angjoo Kanazawa 171 1,730 0 03 Dec 2020
The Replica Dataset: A Digital Replica of Indoor Spaces Julian Straub Thomas Whelan Lingni Ma Yufan Chen Erik Wijmans ... H. Strasdat R. D. Nardi Michael Goesele S. Lovegrove Richard Newcombe 3DV 126 851 0 13 Jun 2019
4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks Chris Choy JunYoung Gwak Silvio Savarese 3DPC 145 1,780 0 18 Apr 2019
ResUNet-a: a deep learning framework for semantic segmentation of remotely sensed data F. Diakogiannis F. Waldner P. Caccetta Chen Wu SSeg 115 1,316 0 01 Apr 2019
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 327 11,734 0 11 Jan 2018
Superhuman Accuracy on the SNEMI3D Connectomics Challenge Kisuk Lee J. Zung Peter H. Li Viren Jain H. S. Seung 3DV 51 268 0 31 May 2017
ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes Angela Dai Angel X. Chang Manolis Savva Maciej Halber Thomas Funkhouser Matthias Nießner 3DPC 3DV 443 4,040 0 14 Feb 2017
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas Guibas 3DH 3DPC 3DV PINN 448 14,264 0 02 Dec 2016
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 483 10,305 0 16 Nov 2016
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.4K 100,213 0 04 Sep 2014