Neural Fields in Visual Computing and Beyond

22 November 2021

Papers citing "Neural Fields in Visual Computing and Beyond"

50 / 471 papers shown

Title
Latent Field Discovery In Interacting Dynamical Systems With Neural Fields Miltiadis Kofinas Erik J. Bekkers N. S. Nagaraja E. Gavves AI4CE 44 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 Julius Berner AI4CE 22 17 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 27 11 0 26 Oct 2023
Interaction-Driven Active 3D Reconstruction with Object Interiors Zihao Yan Fubao Su Mingyang Wang Ruizhen Hu Hao Zhang Hui Huang 39 1 0 23 Oct 2023
Partition Speeds Up Learning Implicit Neural Representations Based on Exponential-Increase Hypothesis Ke Liu Feng Liu Haishuai Wang Ning Ma Jiajun Bu Bo Han 26 12 0 22 Oct 2023
Implicit Shape and Appearance Priors for Few-Shot Full Head Reconstruction Pol Caselles Eduard Ramon Jaime García G. Triginer Francesc Moreno-Noguer 39 3 0 12 Oct 2023
rpcPRF: Generalizable MPI Neural Radiance Field for Satellite Camera Tongtong Zhang Yuanxiang Li 37 2 0 11 Oct 2023
Neural Bounding Wenxin Liu Michael Fischer Paul D. Yoo Tobias Ritschel 37 0 0 10 Oct 2023
Variational Barycentric Coordinates Ana Dodik Oded Stein Vincent Sitzmann Justin Solomon 46 12 0 05 Oct 2023
Neural Processing of Tri-Plane Hybrid Neural Fields Adriano Cardace Pierluigi Zama Ramirez Francesco Ballerini Allan Zhou Samuele Salti Luigi Di Stefano AI4CE 27 6 0 02 Oct 2023
ECNR: Efficient Compressive Neural Representation of Time-Varying Volumetric Datasets Kaiyuan Tang Chaoli Wang 18 6 0 02 Oct 2023
SHACIRA: Scalable HAsh-grid Compression for Implicit Neural Representations Sharath Girish Abhinav Shrivastava Kamal Gupta 45 23 0 27 Sep 2023
Tiled Multiplane Images for Practical 3D Photography Numair Khan Douglas Lanman Lei Xiao 23 7 0 25 Sep 2023
Rendering stable features improves sampling-based localisation with Neural radiance fields Boxuan Zhang Lindsay Kleeman Michael G. Burke 30 0 0 21 Sep 2023
Robust e-NeRF: NeRF from Sparse & Noisy Events under Non-Uniform Motion Weng Fei Low Gim Hee Lee 38 39 0 15 Sep 2023
Neural Field Representations of Articulated Objects for Robotic Manipulation Planning Phillip Grote Joaquim Ortiz de Haro Marc Toussaint Ozgur S. Oguz 203 1 0 14 Sep 2023
Generalizable Neural Fields as Partially Observed Neural Processes Jeffrey Gu Kuan-Chieh Jackson Wang Serena Yeung AI4CE 38 4 0 13 Sep 2023
Instance-Agnostic Geometry and Contact Dynamics Learning Mengti Sun Bowen Jiang Bibit Bianchini Camillo J Taylor Michael Posa 27 1 0 11 Sep 2023
SyncDreamer: Generating Multiview-consistent Images from a Single-view Image Yuan Liu Chu-Hsing Lin Zijiao Zeng Xiaoxiao Long Lingjie Liu Taku Komura Wenping Wang DiffM 52 416 0 07 Sep 2023
CoNeS: Conditional neural fields with shift modulation for multi-sequence MRI translation Yunjie Chen Marius Staring O. M. Neve Stephan R. Romeijn Erik F. Hensen Berit M. Verbist J. Wolterink Qian Tao DiffM MedIm 32 3 0 06 Sep 2023
ResFields: Residual Neural Fields for Spatiotemporal Signals Marko Mihajlovic Sergey Prokudin Marc Pollefeys Siyu Tang 45 15 0 06 Sep 2023
Instant Continual Learning of Neural Radiance Fields Ryan Po Zhengyang Dong Alexander W. Bergman Gordon Wetzstein CLL 30 10 0 04 Sep 2023
BLiSS: Bootstrapped Linear Shape Space Sanjeev Muralikrishnan C. Huang Duygu Ceylan Niloy J. Mitra 41 3 0 04 Sep 2023
NSF: Neural Surface Fields for Human Modeling from Monocular Depth Yuxuan Xue Bharat Lal Bhatnagar R. Marin N. Sarafianos Yuanlu Xu Gerard Pons-Moll Tony Tung 3DH 30 18 0 28 Aug 2023
NeuralClothSim: Neural Deformation Fields Meet the Thin Shell Theory Navami Kairanda Marc Habermann Christian Theobalt Vladislav Golyanik AI4CE 37 2 0 24 Aug 2023
NeO 360: Neural Fields for Sparse View Synthesis of Outdoor Scenes Muhammad Zubair Irshad Sergey Zakharov Katherine Liu Vitor Campagnolo Guizilini Thomas Kollar Adrien Gaidon Z. Kira Rares Ambrus 38 47 0 24 Aug 2023
Improving NeRF Quality by Progressive Camera Placement for Unrestricted Navigation in Complex Environments Georgios Kopanas G. Drettakis 37 13 0 24 Aug 2023
Pose Modulated Avatars from Video Chunjin Song Bastian Wandt Helge Rhodin 3DH 30 2 0 23 Aug 2023
Semantic-Aware Implicit Template Learning via Part Deformation Consistency S. Kim Minseok Joo Jae-Won Lee Juyeon Ko Juhan Cha Hyunwoo J. Kim 38 2 0 23 Aug 2023
Approaching human 3D shape perception with neurally mappable models Thomas P. O'Connell Tyler Bonnen Yoni Friedman A. Tewari J. Tenenbaum Vincent Sitzmann Nancy Kanwisher 3DH 3DV 50 8 0 22 Aug 2023
Efficient View Synthesis with Neural Radiance Distribution Field Yushuang Wu Xiao Li Jinglu Wang Xiaoguang Han Shuguang Cui Yan Lu 23 1 0 22 Aug 2023
Reach For the Spheres: Tangency-Aware Surface Reconstruction of SDFs Silvia Sellán Christopher Peter Batty Oded Stein 30 15 0 18 Aug 2023
Grasp Transfer based on Self-Aligning Implicit Representations of Local Surfaces Ahmet E. Tekden M. Deisenroth Yasemin Bekiroglu 23 6 0 15 Aug 2023
Neural radiance fields in the industrial and robotics domain: applications, research opportunities and use cases Eugen Šlapak Enric Pardo Matús Dopiriak T. Maksymyuk Juraj Gazda AI4CE 35 12 0 14 Aug 2023
S3IM: Stochastic Structural SIMilarity and Its Unreasonable Effectiveness for Neural Fields Zeke Xie Xindi Yang Yujie Yang Qingyan Sun Yi Jiang Haoran Wang Yunfeng Cai Mingming Sun 31 33 0 14 Aug 2023
Neural Field Movement Primitives for Joint Modelling of Scenes and Motions Ahmet E. Tekden M. Deisenroth Yasemin Bekiroglu 3DV 37 2 0 09 Aug 2023
3D Gaussian Splatting for Real-Time Radiance Field Rendering Bernhard Kerbl Georgios Kopanas Thomas Leimkuehler G. Drettakis 3DGS 61 3,420 0 08 Aug 2023
SwinGar: Spectrum-Inspired Neural Dynamic Deformation for Free-Swinging Garments Tianxing Li Rui Shi Qing Zhu T. Kanai 29 1 0 05 Aug 2023
CT Reconstruction from Few Planar X-rays with Application towards Low-resource Radiotherapy Yiran Sun Tucker Netherton Laurence Court Ashok Veeraraghavan Guha Balakrishnan MedIm 26 6 0 04 Aug 2023
DiVa-360: The Dynamic Visual Dataset for Immersive Neural Fields Chengkun Lu Peisen Zhou Angela Xing Chandradeep Pokhariya Arnab Dey ... Rugved Mavidipalli Dylan Hu Andrew I. Comport Kefan Chen Srinath Sridhar 3DH VGen 29 5 0 31 Jul 2023
Implicit Neural Representation in Medical Imaging: A Comparative Survey Amir Molaei Amirhossein Aminimehr A. Tavakoli A. Kazerouni Babak Azad Reza Azad Dorit Merhof OOD 32 78 0 30 Jul 2023
Implicit neural representation for change detection Peter Naylor Diego Di Carlo Arianna Traviglia Makoto Yamada M. Fiorucci 3DPC 26 1 0 28 Jul 2023
Unsupervised reconstruction of accelerated cardiac cine MRI using Neural Fields Tabita Catalán Matías Courdurier A. Osses René M. Botnar F. Sahli Costabal Claudia Prieto 41 7 0 24 Jul 2023
Hybrid-CSR: Coupling Explicit and Implicit Shape Representation for Cortical Surface Reconstruction Shanlin Sun Thanh-Tung Le Chenyu You Hao Tang Kun Han Haoyu Ma Deying Kong Xiangyi Yan Xiaohui Xie 3DV 33 2 0 23 Jul 2023
PAPR: Proximity Attention Point Rendering Yanshun Zhang Shichong Peng Alireza Moazeni Ke Li 3DPC DiffM 40 10 0 20 Jul 2023
NU-MCC: Multiview Compressive Coding with Neighborhood Decoder and Repulsive UDF S. Lionar Xiangyu Xu Min Lin G. Lee 3DV 3DGS 33 7 0 18 Jul 2023
Neural Modulation Fields for Conditional Cone Beam Neural Tomography Samuele Papa David M. Knigge Riccardo Valperga N. Moriakov Miltos Kofinas J. Sonke E. Gavves 46 3 0 17 Jul 2023
Neural Orientation Distribution Fields for Estimation and Uncertainty Quantification in Diffusion MRI W. Consagra L. Ning Yogesh Rathi MedIm 14 8 0 16 Jul 2023
High-Rate Phase Association with Travel Time Neural Fields Chengzhi Shi Maarten V. de Hoop Ivan Dokmanić 32 1 0 14 Jul 2023
NIFTY: Neural Object Interaction Fields for Guided Human Motion Synthesis Nilesh Kulkarni Davis Rempe Kyle Genova Abhijit Kundu Justin Johnson David Fouhey Leonidas J. Guibas DiffM 55 53 0 14 Jul 2023