Neural Fields in Visual Computing and Beyond

22 November 2021

Papers citing "Neural Fields in Visual Computing and Beyond"

50 / 467 papers shown

Title
URHand: Universal Relightable Hands Zhaoxi Chen Gyeongsik Moon Kaiwen Guo Chen Cao Stanislav Pidhorskyi ... Javier Romero Michael Zollhöfer Yaser Sheikh Ziwei Liu Shunsuke Saito 23 9 0 10 Jan 2024
Morphable Diffusion: 3D-Consistent Diffusion for Single-image Avatar Creation Xiyi Chen Marko Mihajlovic Shaofei Wang Sergey Prokudin Siyu Tang 47 11 0 09 Jan 2024
A Survey on 3D Gaussian Splatting Guikun Chen Wenguan Wang 3DGS 30 170 0 08 Jan 2024
What You See is What You GAN: Rendering Every Pixel for High-Fidelity Geometry in 3D GANs Alex Trevithick Matthew Chan Towaki Takikawa Umar Iqbal Shalini De Mello Manmohan Chandraker Ravi Ramamoorthi Koki Nagano 3DV 48 6 0 04 Jan 2024
On Optimal Sampling for Learning SDF Using MLPs Equipped with Positional Encoding Guying Lin Lei Yang Yuan-Bin Liu Congyi Zhang Junhui Hou Xiaogang Jin Taku Komura John Keyser Wenping Wang 40 1 0 02 Jan 2024
Compact Neural Graphics Primitives with Learned Hash Probing Towaki Takikawa Thomas Müller Merlin Nimier-David Alex Evans Sanja Fidler Alec Jacobson Alexander Keller 19 18 0 28 Dec 2023
Efficient Deformable Tissue Reconstruction via Orthogonal Neural Plane Chen Yang Kai Wang Yuehao Wang Qi Dou Xiaokang Yang Wei Shen 21 15 0 23 Dec 2023
NICP: Neural ICP for 3D Human Registration at Scale R. Marin Enric Corona Gerard Pons-Moll 3DH 24 5 0 21 Dec 2023
Neural feels with neural fields: Visuo-tactile perception for in-hand manipulation Sudharshan Suresh Haozhi Qi Tingfan Wu Taosha Fan Luis Villaseñor-Pineda ... Mrinal Kalakrishnan Roberto Calandra Michael Kaess Joseph Ortiz Mustafa Mukadam 29 29 0 20 Dec 2023
Deep Learning on Object-centric 3D Neural Fields Pierluigi Zama Ramirez Luca de Luigi Daniele Sirocchi Adriano Cardace Riccardo Spezialetti Francesco Ballerini Samuele Salti Luigi Di Stefano 26 2 0 20 Dec 2023
Ternary-type Opacity and Hybrid Odometry for RGB-only NeRF-SLAM Junru Lin Asen Nachkov Songyou Peng Luc Van Gool D. Paudel 25 0 0 20 Dec 2023
SpecNeRF: Gaussian Directional Encoding for Specular Reflections Li Ma Vasu Agrawal Haithem Turki Changil Kim Chen Gao Pedro Sander Michael Zollhöfer Christian Richardt 3DGS 35 21 0 20 Dec 2023
DiffPortrait3D: Controllable Diffusion for Zero-Shot Portrait View Synthesis Yuming Gu You Xie Hongyi Xu Guoxian Song Yichun Shi Di Chang Jing Yang Linjie Luo DiffM 32 14 0 20 Dec 2023
Radar Fields: An Extension of Radiance Fields to SAR T. Ehret Roger Marí Dawa Derksen Nicolas Gasnier Gabriele Facciolo AI4CE 18 5 0 20 Dec 2023
pixelSplat: 3D Gaussian Splats from Image Pairs for Scalable Generalizable 3D Reconstruction David Charatan S. Li Andrea Tagliasacchi Vincent Sitzmann 3DGS 37 228 0 19 Dec 2023
IntraSeismic: a coordinate-based learning approach to seismic inversion J. Romero W. Heidrich N. Luiken M. Ravasi 24 0 0 17 Dec 2023
How to Train Neural Field Representations: A Comprehensive Study and Benchmark Samuele Papa Riccardo Valperga David M. Knigge Miltiadis Kofinas Phillip Lippe J. Sonke E. Gavves 27 7 0 16 Dec 2023
RANRAC: Robust Neural Scene Representations via Random Ray Consensus Benno Buschmann Andreea Dogaru E. Eisemann Michael Weinmann Bernhard Egger 21 1 0 15 Dec 2023
GOEmbed: Gradient Origin Embeddings for Representation Agnostic 3D Feature Learning Animesh Karnewar Roman Shapovalov Tom Monnier Andrea Vedaldi Niloy J. Mitra David Novotny 42 0 0 14 Dec 2023
MonoNPHM: Dynamic Head Reconstruction from Monocular Videos Simon Giebenhain Tobias Kirschstein Markos Georgopoulos Martin Rünz Lourdes Agapito Matthias Nießner 3DH 29 17 0 11 Dec 2023
A Prediction-Traversal Approach for Compressing Scientific Data on Unstructured Meshes with Bounded Error Congrong Ren Xin Liang Hanqi Guo 17 3 0 11 Dec 2023
Accurate Differential Operators for Hybrid Neural Fields Aditya Chetan Guandao Yang Zichen Wang Steve Marschner Bharath Hariharan AI4CE 27 4 0 10 Dec 2023
ASH: Animatable Gaussian Splats for Efficient and Photoreal Human Rendering Haokai Pang Heming Zhu Adam Kortylewski Christian Theobalt Marc Habermann 3DGS 57 58 0 10 Dec 2023
Dynamic LiDAR Re-simulation using Compositional Neural Fields Hanfeng Wu Xingxing Zuo Stefan Leutenegger Or Litany Konrad Schindler Shengyu Huang AI4CE 21 7 0 08 Dec 2023
High-Quality Facial Geometry and Appearance Capture at Home Yuxuan Han Junfeng Lyu Feng Xu CVBM 3DH 16 2 0 06 Dec 2023
C3: High-performance and low-complexity neural compression from a single image or video Hyunjik Kim Matthias Bauer Lucas Theis Jonathan Richard Schwarz Emilien Dupont VGen 20 23 0 05 Dec 2023
FINER: Flexible spectral-bias tuning in Implicit NEural Representation by Variable-periodic Activation Functions Zhen Liu Hao Zhu Qi Zhang Jingde Fu Weibing Deng Zhan Ma Yanwen Guo Xun Cao 30 28 0 05 Dec 2023
MANUS: Markerless Grasp Capture using Articulated 3D Gaussians Chandradeep Pokhariya Ishaan Shah Angela Xing Zekun Li Kefan Chen Avinash Sharma Srinath Sridhar 3DGS 28 12 0 04 Dec 2023
Re-Nerfing: Improving Novel Views Synthesis through Novel Views Synthesis Felix Tristram Stefano Gasperini Nassir Navab Federico Tombari 22 0 0 04 Dec 2023
Slice3D: Multi-Slice, Occlusion-Revealing, Single View 3D Reconstruction Yizhi Wang Wallace P. Lira Wenqi Wang Ali Mahdavi-Amiri Hao Zhang 13 11 0 03 Dec 2023
Accelerating Neural Field Training via Soft Mining Shakiba Kheradmand Daniel Rebain Gopal Sharma Hossam N. Isack Abhishek Kar Andrea Tagliasacchi Kwang Moo Yi 40 4 0 29 Nov 2023
Photo-SLAM: Real-time Simultaneous Localization and Photorealistic Mapping for Monocular, Stereo, and RGB-D Cameras Huajian Huang Longwei Li Hui Cheng Sai-Kit Yeung 3DGS 24 82 0 28 Nov 2023
Human Gaussian Splatting: Real-time Rendering of Animatable Avatars Arthur Moreau Jifei Song Helisa Dhamo Richard Shaw Yiren Zhou Eduardo Pérez-Pellitero 3DGS 31 67 0 28 Nov 2023
Neural Texture Puppeteer: A Framework for Neural Geometry and Texture Rendering of Articulated Shapes, Enabling Re-Identification at Interactive Speed Urs Waldmann O. Johannsen Bastian Goldluecke 3DH 29 1 0 28 Nov 2023
LiveNVS: Neural View Synthesis on Live RGB-D Streams Laura Fink Darius Ruckert Linus Franke Joachim Keinert Marc Stamminger 3DH 30 4 0 28 Nov 2023
In Search of a Data Transformation That Accelerates Neural Field Training Junwon Seo Sangyoon Lee Kwang In Kim Jaeho Lee 33 3 0 28 Nov 2023
GART: Gaussian Articulated Template Models Jiahui Lei Yufu Wang Georgios Pavlakos Lingjie Liu Kostas Daniilidis 3DGS 28 73 0 27 Nov 2023
SiTH: Single-view Textured Human Reconstruction with Image-Conditioned Diffusion Hsuan-I Ho Jie Song Otmar Hilliges DiffM 18 31 0 27 Nov 2023
Functional Diffusion Biao Zhang Peter Wonka DiffM 86 9 0 26 Nov 2023
Coordinate-Aware Modulation for Neural Fields J. Lee Daniel Rho Seungtae Nam Jong Hwan Ko Eunbyung Park 16 5 0 25 Nov 2023
Depth-Regularized Optimization for 3D Gaussian Splatting in Few-Shot Images Jaeyoung Chung Jeongtaek Oh Kyoung Mu Lee 3DGS 45 92 0 22 Nov 2023
A Compact Dynamic 3D Gaussian Representation for Real-Time Dynamic View Synthesis Kai Katsumata D. Vo Hideki Nakayama 3DGS 25 14 0 21 Nov 2023
SplatArmor: Articulated Gaussian splatting for animatable humans from monocular RGB videos Rohit Jena Ganesh Iyer Siddharth Choudhary Brandon M. Smith Pratik Chaudhari James C. Gee 3DGS 21 26 0 17 Nov 2023
RENI++ A Rotation-Equivariant, Scale-Invariant, Natural Illumination Prior James A. D. Gardner Bernhard Egger William A. P. Smith 17 2 0 15 Nov 2023
Single-Image 3D Human Digitization with Shape-Guided Diffusion Badour Albahar Shunsuke Saito Hung-Yu Tseng Changil Kim Johannes Kopf Jia-Bin Huang DiffM 27 28 0 15 Nov 2023
CADSim: Robust and Scalable in-the-wild 3D Reconstruction for Controllable Sensor Simulation Jingkang Wang S. Manivasagam Yun Chen Ze Yang Ioan Andrei Bârsan A. Yang Wei-Chiu Ma R. Urtasun 3DV 35 24 0 02 Nov 2023
Latent Field Discovery In Interacting Dynamical Systems With Neural Fields Miltiadis Kofinas Erik J. Bekkers N. S. Nagaraja E. Gavves AI4CE 39 7 0 31 Oct 2023
Neural Stress Fields for Reduced-order Elastoplasticity and Fracture Zeshun Zong Xuan Li Minchen Li Maurizio M. Chiaramonte Wojciech Matusik E. Grinspun Kevin Carlberg Chenfanfu Jiang Peter Yichen Chen AI4CE 13 15 0 26 Oct 2023
HyperFields: Towards Zero-Shot Generation of NeRFs from Text Sudarshan Babu Richard Liu Avery Zhou Michael Maire Greg Shakhnarovich Rana Hanocka AI4CE 19 10 0 26 Oct 2023
Interaction-Driven Active 3D Reconstruction with Object Interiors Zihao Yan Fubao Su Mingyang Wang Ruizhen Hu Hao Zhang Hui Huang 37 1 0 23 Oct 2023