Neural Fields in Visual Computing and Beyond

22 November 2021

Papers citing "Neural Fields in Visual Computing and Beyond"

50 / 467 papers shown

Title
Dynamic NeRF: A Review Jinwei Lin 41 2 0 14 May 2024
TK-Planes: Tiered K-Planes with High Dimensional Feature Vectors for Dynamic UAV-based Scenes Christopher Maxey Jaehoon Choi Yonghan Lee Hyungtae Lee Dinesh Manocha Heesung Kwon 27 1 0 04 May 2024
Multi-view Action Recognition via Directed Gromov-Wasserstein Discrepancy Hoang-Quan Nguyen Thanh-Dat Truong Khoa Luu 34 1 0 02 May 2024
NeRF in Robotics: A Survey Guangming Wang Lei Pan Songyou Peng Shaohui Liu Chenfeng Xu Yanzi Miao Wei Zhan Masayoshi Tomizuka Marc Pollefeys Hesheng Wang 27 12 0 02 May 2024
3D Gaussian Splatting with Deferred Reflection Keyang Ye Qiming Hou Kun Zhou 3DGS 21 21 0 29 Apr 2024
PhysDreamer: Physics-Based Interaction with 3D Objects via Video Generation Tianyuan Zhang Hong-Xing Yu Rundi Wu Brandon Yushan Feng Changxi Zheng Noah Snavely Jiajun Wu William T. Freeman AI4CE VGen 77 61 0 19 Apr 2024
BANF: Band-limited Neural Fields for Levels of Detail Reconstruction Ahan Shabanov Shrisudhan Govindarajan Cody Reading Lily Goli Daniel Rebain Kwang Moo Yi Andrea Tagliasacchi 30 5 0 19 Apr 2024
Ray-driven Spectral CT Reconstruction Based on Neural Base-Material Fields Ligen Shi Chang Liu Ping Yang Jun Qiu Xingyun Zhao 18 2 0 10 Apr 2024
Studying the Impact of Latent Representations in Implicit Neural Networks for Scientific Continuous Field Reconstruction Wei-ping Xu Derek Freeman DeSantis Xihaier Luo Avish Parmar Klaus Tan B. Nadiga Yihui Ren Shinjae Yoo BDL AI4CE 42 1 0 09 Apr 2024
GauU-Scene V2: Assessing the Reliability of Image-Based Metrics with Expansive Lidar Image Dataset Using 3DGS and NeRF Butian Xiong Nanjun Zheng Junhua Liu Zhen Li 3DGS 28 5 0 07 Apr 2024
Vestibular schwannoma growth prediction from longitudinal MRI by time conditioned neural fields Yunjie Chen J. Wolterink O. M. Neve Stephan R. Romeijn Berit M. Verbist Erik F. Hensen Qian Tao Marius Staring 31 1 0 03 Apr 2024
NeRF-MAE: Masked AutoEncoders for Self-Supervised 3D Representation Learning for Neural Radiance Fields Muhammad Zubair Irshad Sergey Zakahrov Vitor Campagnolo Guizilini Adrien Gaidon Z. Kira Rares Ambrus ViT 37 12 0 01 Apr 2024
DPA-Net: Structured 3D Abstraction from Sparse Views via Differentiable Primitive Assembly Fenggen Yu Yimin Qian Xu Zhang Francisca T. Gil-Ureta Brian P. Jackson Eric P. Bennett Hao Zhang 27 4 0 01 Apr 2024
Grounding and Enhancing Grid-based Models for Neural Fields Zelin Zhao Fenglei Fan Wenlong Liao Junchi Yan 34 5 0 29 Mar 2024
DeepMIF: Deep Monotonic Implicit Fields for Large-Scale LiDAR 3D Mapping Kutay Yilmaz Matthias Nießner Anastasiia Kornilova Alexey Artemov 30 0 0 26 Mar 2024
NeRF-HuGS: Improved Neural Radiance Fields in Non-static Scenes Using Heuristics-Guided Segmentation Jiahao Chen Yipeng Qin Lingjie Liu Jiangbo Lu Guanbin Li 35 11 0 26 Mar 2024
Visual Imitation Learning of Task-Oriented Object Grasping and Rearrangement Yichen Cai Jianfeng Gao Christoph Pohl Tamim Asfour 32 4 0 20 Mar 2024
Text-to-3D Shape Generation Han-Hung Lee Manolis Savva Angel X. Chang 32 11 0 20 Mar 2024
RadSplat: Radiance Field-Informed Gaussian Splatting for Robust Real-Time Rendering with 900+ FPS Michael Niemeyer Fabian Manhardt Marie-Julie Rakotosaona Michael Oechsle Daniel Duckworth R. Gosula Keisuke Tateno John Bates Dominik Kaeser Federico Tombari 3DGS 61 54 0 20 Mar 2024
PoNQ: a Neural QEM-based Mesh Representation Nissim Maruani M. Ovsjanikov Pierre Alliez Mathieu Desbrun 38 6 0 19 Mar 2024
LN3Diff: Scalable Latent Neural Fields Diffusion for Speedy 3D Generation Yushi Lan Fangzhou Hong Shuai Yang Shangchen Zhou Xuyi Meng Bo Dai Xingang Pan Chen Change Loy 40 39 0 18 Mar 2024
Aerial Lifting: Neural Urban Semantic and Building Instance Lifting from Aerial Imagery Yuqi Zhang Guanying Chen Jiaxing Chen Shuguang Cui 33 1 0 18 Mar 2024
Fed3DGS: Scalable 3D Gaussian Splatting with Federated Learning Teppei Suzuki 41 9 0 18 Mar 2024
The NeRFect Match: Exploring NeRF Features for Visual Localization Qunjie Zhou Maxim Maximov Or Litany Laura Leal-Taixé 41 15 0 14 Mar 2024
Not just Birds and Cars: Generic, Scalable and Explainable Models for Professional Visual Recognition Junde Wu Jiayuan Zhu Min Xu Yueming Jin 30 0 0 08 Mar 2024
Neural Redshift: Random Networks are not Random Functions Damien Teney A. Nicolicioiu Valentin Hartmann Ehsan Abbasnejad 92 18 0 04 Mar 2024
Spatio-Temporal Field Neural Networks for Air Quality Inference Yutong Feng Qiongyan Wang Yutong Xia Junlin Huang Siru Zhong Yuxuan Liang 32 0 0 02 Mar 2024
Neural Field Classifiers via Target Encoding and Classification Loss Xindi Yang Zeke Xie Xiong Zhou Boyu Liu Buhua Liu Yi Liu Haoran Wang Yunfeng Cai Mingming Sun 34 0 0 02 Mar 2024
ViewFusion: Towards Multi-View Consistency via Interpolated Denoising Xianghui Yang Yan Zuo Sameera Ramasinghe Loris Bazzani Gil Avraham A. Hengel DiffM 35 6 0 29 Feb 2024
PolyOculus: Simultaneous Multi-view Image-based Novel View Synthesis Jason J. Yu Tristan Aumentado-Armstrong Fereshteh Forghani Konstantinos G. Derpanis Marcus A. Brubaker 33 5 0 28 Feb 2024
NIIRF: Neural IIR Filter Field for HRTF Upsampling and Personalization Yoshiki Masuyama G. Wichern François G. Germain Zexu Pan Sameer Khurana Chiori Hori Jonathan Le Roux 41 3 0 27 Feb 2024
Geometry-Informed Neural Networks Arturs Berzins Andreas Radler Sebastian Sanokowski Sepp Hochreiter Johannes Brandstetter GAN AI4CE 35 1 0 21 Feb 2024
Improving Efficiency of Iso-Surface Extraction on Implicit Neural Representations Using Uncertainty Propagation Haoyu Li Han-Wei Shen 24 3 0 21 Feb 2024
How NeRFs and 3D Gaussian Splatting are Reshaping SLAM: a Survey Fabio Tosi Youming Zhang Ziren Gong Erik Sandström S. Mattoccia Martin R. Oswald Matteo Poggi 3DGS 58 53 0 20 Feb 2024
Semantically-aware Neural Radiance Fields for Visual Scene Understanding: A Comprehensive Review Thang-Anh-Quan Nguyen Amine Bourki Mátyás Macudzinski Anthony Brunel M. Bennamoun 25 10 0 17 Feb 2024
DUDF: Differentiable Unsigned Distance Fields with Hyperbolic Scaling Miguel Fainstein Viviana Siless Emmanuel Iarussi 14 4 0 14 Feb 2024
RBF-PINN: Non-Fourier Positional Embedding in Physics-Informed Neural Networks Chengxi Zeng T. Burghardt A. Gambaruto AI4CE 13 3 0 13 Feb 2024
Unsupervised Discovery of Object-Centric Neural Fields Rundong Luo Hong-Xing Yu Jiajun Wu 3DPC OCL 90 3 0 12 Feb 2024
Feature Mapping in Physics-Informed Neural Networks (PINNs) Chengxi Zeng T. Burghardt A. Gambaruto 34 1 0 10 Feb 2024
GSN: Generalisable Segmentation in Neural Radiance Field Vinayak Gupta Rahul Goel Dhawal Sirikonda P. J. Narayanan 25 1 0 07 Feb 2024
Denoising Diffusion via Image-Based Rendering Titas Anciukevicius Fabian Manhardt Federico Tombari Paul Henderson 42 11 0 05 Feb 2024
Hybrid Neural Representations for Spherical Data Hyomin Kim Yunhui Jang Jaeho Lee Sungsoo Ahn 32 3 0 05 Feb 2024
Advances in 3D Generation: A Survey Xiaoyu Li Qi Zhang Di Kang Weihao Cheng Yiming Gao Jingbo Zhang Zhihao Liang Jing Liao Yan-Pei Cao Ying Shan 40 39 0 31 Jan 2024
Multi-modal Representation Learning for Cross-modal Prediction of Continuous Weather Patterns from Discrete Low-Dimensional Data Alif Bin Abdul Qayyum Xihaier Luo Nathan M. Urban Xiaoning Qian Byung-Jun Yoon 23 0 0 30 Jan 2024
VR-GS: A Physical Dynamics-Aware Interactive Gaussian Splatting System in Virtual Reality Ying Jiang Chang Yu Tianyi Xie Xuan Li Yutao Feng ... Minchen Li H. Y. Lau Feng Gao Yin Yang Chenfanfu Jiang 3DGS 34 90 0 30 Jan 2024
GALA: Generating Animatable Layered Assets from a Single Scan Taeksoo Kim Byungjun Kim Shunsuke Saito Hanbyul Joo 3DH 38 12 0 23 Jan 2024
Observation-Guided Meteorological Field Downscaling at Station Scale: A Benchmark and a New Method Zili Liu Hao Chen Lei Bai Wenyuan Li Keyan Chen Zhengyi Wang Wanli Ouyang Zhengxia Zou Z. Shi 33 4 0 22 Jan 2024
Continuous Field Reconstruction from Sparse Observations with Implicit Neural Networks Xihaier Luo Wei-ping Xu Yihui Ren Shinjae Yoo B. Nadiga 24 10 0 21 Jan 2024
Multi-View Neural 3D Reconstruction of Micro-/Nanostructures with Atomic Force Microscopy Shuo Chen Mao Peng Yijin Li Bing-Feng Ju Hujun Bao Yuan-Liu Chen Guofeng Zhang 19 0 0 21 Jan 2024
HOSC: A Periodic Activation Function for Preserving Sharp Features in Implicit Neural Representations Danzel Serrano Jakub Szymkowiak Przemyslaw Musialski 11 4 0 20 Jan 2024