Neural Feature Fusion Fields: 3D Distillation of Self-Supervised 2D Image Representations

7 September 2022

Andrea Vedaldi

Papers citing "Neural Feature Fusion Fields: 3D Distillation of Self-Supervised 2D Image Representations"

50 / 82 papers shown

Title
4D LangSplat: 4D Language Gaussian Splatting via Multimodal Large Language Models Wanhua Li Renping Zhou Jiawei Zhou Yingwei Song Johannes Herter Minghan Qin Gao Huang Hanspeter Pfister 3DGS VLM 130 3 0 13 Mar 2025
Laser: Efficient Language-Guided Segmentation in Neural Radiance Fields Xingyu Miao Haoran Duan Yang Bai Tejal Shah Jun Song Yang Long R. Ranjan Ling Shao 154 5 0 31 Jan 2025
Bootstraping Clustering of Gaussians for View-consistent 3D Scene Understanding Weinan Zhang Lu Zhang Ping Hu Liqian Ma Yunzhi Zhuge Huchuan Lu 3DGS 113 2 0 29 Nov 2024
Bringing NeRFs to the Latent Space: Inverse Graphics Autoencoder Antoine Schnepf Karim Kassab Jean-Yves Franceschi Laurent Caraffa Flavian Vasile Jeremie Mary Andrew Comport Valérie Gouet-Brunet 131 2 0 30 Oct 2024
LUDVIG: Learning-free Uplifting of 2D Visual features to Gaussian Splatting scenes Juliette Marrie Romain Menegaux Michael Arbel Diane Larlus Julien Mairal 3DGS 86 3 0 18 Oct 2024
GSplatLoc: Grounding Keypoint Descriptors into 3D Gaussian Splatting for Improved Visual Localization Gennady Sidorov Malik Mohrat Ksenia Lebedeva Ruslan Rakhimov Sergey Kolyubin 3DGS 78 1 0 24 Sep 2024
Odd-One-Out: Anomaly Detection by Comparing with Neighbors A. Bhunia Changjian Li Hakan Bilen 137 0 0 28 Jun 2024
LiveScene: Language Embedding Interactive Radiance Fields for Physical Scene Rendering and Control Delin Qu Qizhi Chen Pingrui Zhang Xianqiang Gao Bin Zhao Bin Zhao Dong Wang Xuelong Li AI4CE 99 8 0 23 Jun 2024
O2V-Mapping: Online Open-Vocabulary Mapping with Neural Implicit Representation Muer Tie Julong Wei Zhengjun Wang Ke Wu Shansuai Yuan Kaizhao Zhang Jie Jia Jieru Zhao Zhongxue Gan Wenchao Ding 104 6 0 10 Apr 2024
SAGD: Boundary-Enhanced Segment Anything in 3D Gaussian via Gaussian Decomposition Xu Hu Yuxi Wang Lue Fan Junsong Fan Junran Peng Zhen Lei Qing Li Zhaoxiang Zhang Zhaoxiang Zhang 3DGS 139 9 0 31 Jan 2024
Segment Any 3D Gaussians Jiazhong Cen Jiemin Fang Chen Yang Lingxi Xie Xiaopeng Zhang Wei Shen Qi Tian 3DGS 139 76 0 01 Dec 2023
PanopticNeRF-360: Panoramic 3D-to-2D Label Transfer in Urban Scenes Xiao Fu Shangzhan Zhang Tianrun Chen Yichong Lu Xiaowei Zhou Andreas Geiger Yiyi Liao 3DPC 115 9 0 19 Sep 2023
Painting 3D Nature in 2D: View Synthesis of Natural Scenes from a Single Semantic Mask Shangzhan Zhang Sida Peng Tianrun Chen Linzhan Mou Haotong Lin Kaicheng Yu Yiyi Liao Xiaowei Zhou 105 8 0 14 Feb 2023
Object-Compositional Neural Implicit Surfaces Qianyi Wu Xian Liu Yuedong Chen Kejie Li Chuanxia Zheng Jianfei Cai Jianmin Zheng OCL AI4CE 70 78 0 20 Jul 2022
Decomposing NeRF for Editing via Feature Field Distillation Sosuke Kobayashi Eiichi Matsumoto Vincent Sitzmann 248 340 0 31 May 2022
Neural Volumetric Object Selection Zhongzheng Ren A. Agarwala Bryan C. Russell Alex Schwing Oliver Wang 3DH 90 54 0 30 May 2022
Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization Luke Melas-Kyriazi Christian Rupprecht Iro Laina Andrea Vedaldi 120 167 0 16 May 2022
Panoptic Neural Fields: A Semantic Object-Aware Neural Scene Representation Abhijit Kundu Kyle Genova Xiaoqi Yin Alireza Fathi C. Pantofaru Leonidas Guibas Andrea Tagliasacchi F. Dellaert Thomas Funkhouser 81 263 0 09 May 2022
Self-Supervised Learning of Object Parts for Semantic Segmentation A. Ziegler Yuki M. Asano SSL OCL 94 103 0 27 Apr 2022
Control-NeRF: Editable Feature Volumes for Scene Rendering and Manipulation Verica Lazova V. Guzov Kyle Olszewski Sergey Tulyakov Gerard Pons-Moll 95 77 0 22 Apr 2022
Panoptic NeRF: 3D-to-2D Label Transfer for Panoptic Urban Scene Segmentation Xiao Fu Shangzhan Zhang Tianrun Chen Yichong Lu Lanyun Zhu Xiaowei Zhou Andreas Geiger Yiyi Liao 3DPC 85 168 0 29 Mar 2022
Unsupervised Semantic Segmentation by Distilling Feature Correspondences Mark Hamilton Zhoutong Zhang Bharath Hariharan Noah Snavely William T. Freeman 57 243 0 16 Mar 2022
Splicing ViT Features for Semantic Appearance Transfer Narek Tumanyan Omer Bar-Tal Shai Bagon Tali Dekel DiffM 77 179 0 02 Jan 2022
Deep ViT Features as Dense Visual Descriptors Shirzad Amir Yossi Gandelsman Shai Bagon Tali Dekel MDE ViT 117 290 0 10 Dec 2021
CLIP-NeRF: Text-and-Image Driven Manipulation of Neural Radiance Fields Can Wang Menglei Chai Mingming He Dongdong Chen Jing Liao CLIP 111 386 0 09 Dec 2021
ILabel: Interactive Neural Scene Labelling Shuaifeng Zhi Edgar Sucar A. Mouton I. Haughton Tristan Laidlow Andrew J. Davison 3DV 65 35 0 29 Nov 2021
NeSF: Neural Semantic Fields for Generalizable Semantic Segmentation of 3D Scenes Suhani Vora Noha Radwan Klaus Greff H. Meyer Kyle Genova Mehdi S. M. Sajjadi Etienne Pot Andrea Tagliasacchi Daniel Duckworth 115 126 0 25 Nov 2021
Neural Fields in Visual Computing and Beyond Yiheng Xie Towaki Takikawa Shunsuke Saito Or Litany Shiqin Yan Numair Khan Federico Tombari James Tompkin Vincent Sitzmann Srinath Sridhar 3DH 179 630 0 22 Nov 2021
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 477 7,819 0 11 Nov 2021
Unsupervised Part Discovery from Contrastive Reconstruction Subhabrata Choudhury Iro Laina Christian Rupprecht Andrea Vedaldi OCL SSL 235 62 0 11 Nov 2021
Advances in Neural Rendering A. Tewari Justus Thies B. Mildenhall P. Srinivasan E. Tretschk ... S. Fanello Jun Zhu Gordon Wetzstein Michael Zollhoefer D. B. Goldman 3DH AI4CE 122 453 0 10 Nov 2021
NeuralDiff: Segmenting 3D objects that move in egocentric videos Vadim Tschernezki Diane Larlus Andrea Vedaldi VOS 74 58 0 19 Oct 2021
Localizing Objects with Self-Supervised Transformers and no Labels Oriane Siméoni Gilles Puy Huy V. Vo Simon Roburin Spyros Gidaris Andrei Bursuc P. Pérez Renaud Marlet Jean Ponce ViT 233 202 0 29 Sep 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 86 277 0 04 Sep 2021
Unsupervised Discovery of Object Radiance Fields Hong-Xing Yu Leonidas Guibas Jiajun Wu OCL 62 124 0 16 Jul 2021
Animatable Neural Radiance Fields from Monocular RGB Videos Jianchuan Chen Ying Zhang Di Kang Xuefei Zhe Linchao Bao Xu Jia Huchuan Lu 3DH 84 109 0 25 Jun 2021
Efficient Self-supervised Vision Transformers for Representation Learning Chunyuan Li Jianwei Yang Pengchuan Zhang Mei Gao Bin Xiao Xiyang Dai Lu Yuan Jianfeng Gao ViT 99 213 0 17 Jun 2021
BEiT: BERT Pre-Training of Image Transformers Hangbo Bao Li Dong Songhao Piao Furu Wei ViT 289 2,841 0 15 Jun 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 719 6,127 0 29 Apr 2021
FiG-NeRF: Figure-Ground Neural Radiance Fields for 3D Object Category Modelling Christopher Xie Keunhong Park Ricardo Martín Brualla Matthew A. Brown 53 57 0 17 Apr 2021
An Empirical Study of Training Self-Supervised Vision Transformers Xinlei Chen Saining Xie Kaiming He ViT 159 1,869 0 05 Apr 2021
LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference Ben Graham Alaaeldin El-Nouby Hugo Touvron Pierre Stock Armand Joulin Hervé Jégou Matthijs Douze ViT 93 792 0 02 Apr 2021
Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis Ajay Jain Matthew Tancik Pieter Abbeel 123 504 0 01 Apr 2021
Going deeper with Image Transformers Hugo Touvron Matthieu Cord Alexandre Sablayrolles Gabriel Synnaeve Hervé Jégou ViT 160 1,021 0 31 Mar 2021
Rethinking Spatial Dimensions of Vision Transformers Byeongho Heo Sangdoo Yun Dongyoon Han Sanghyuk Chun Junsuk Choe Seong Joon Oh ViT 515 582 0 30 Mar 2021
In-Place Scene Labelling and Understanding with Implicit Scene Representation Shuaifeng Zhi Tristan Laidlow Stefan Leutenegger Andrew J. Davison 140 421 0 29 Mar 2021
CvT: Introducing Convolutions to Vision Transformers Haiping Wu Bin Xiao Noel Codella Mengchen Liu Xiyang Dai Lu Yuan Lei Zhang ViT 154 1,917 0 29 Mar 2021
CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification Chun-Fu Chen Quanfu Fan Yikang Shen ViT 71 1,483 0 27 Mar 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 465 21,566 0 25 Mar 2021
DeepViT: Towards Deeper Vision Transformer Daquan Zhou Bingyi Kang Xiaojie Jin Linjie Yang Xiaochen Lian Zihang Jiang Qibin Hou Jiashi Feng ViT 102 523 0 22 Mar 2021