Implicit Neural Representations with Periodic Activation Functions

17 June 2020

Papers citing "Implicit Neural Representations with Periodic Activation Functions"

50 / 541 papers shown

Title
TSINR: Capturing Temporal Continuity via Implicit Neural Representations for Time Series Anomaly Detection Mengxuan Li Ke Liu Hongyang Chen Jiajun Bu Hongwei Wang Haishuai Wang AI4TS 96 1 0 18 Nov 2024
NeuralDEM -- Real-time Simulation of Industrial Particulate Flows Benedikt Alkin Tobias Kronlachner Samuele Papa Stefan Pirker Thomas Lichtenegger Johannes Brandstetter PINN AI4CE 54 1 1 14 Nov 2024
Fourier Head: Helping Large Language Models Learn Complex Probability Distributions Nate Gillman Daksh Aggarwal Michael Freeman Saurabh Singh Chen Sun AI4TS 43 3 0 29 Oct 2024
Monge-Ampere Regularization for Learning Arbitrary Shapes from Point Clouds Chuanxiang Yang Yuanfeng Zhou Guangshun Wei Long Ma Junhui Hou Yuan Liu Wenping Wang 31 0 0 24 Oct 2024
Optimizing 3D Geometry Reconstruction from Implicit Neural Representations Shen Fan Przemyslaw Musialski AI4CE 21 0 0 16 Oct 2024
EG-HumanNeRF: Efficient Generalizable Human NeRF Utilizing Human Prior for Sparse View Zhaorong Wang Yoshihiro Kanamori Yuki Endo 3DH 29 1 0 16 Oct 2024
Deep Optimal Sensor Placement for Black Box Stochastic Simulations Paula Cordero-Encinar Tobias Schröder P. Yatsyshin Andrew Duncan 45 0 0 15 Oct 2024
H-SIREN: Improving implicit neural representations with hyperbolic periodic functions Rui Gao R. Jaiman AI4CE 31 2 0 07 Oct 2024
Fast Training of Sinusoidal Neural Fields via Scaling Initialization Taesun Yeom Sangyoon Lee Jaeho Lee 55 2 0 07 Oct 2024
FAN: Fourier Analysis Networks Yihong Dong Ge Li Yongding Tao Xue Jiang Kechi Zhang Jia Li Jing Su Jing Su Jun Zhang Jingjing Xu AI4TS 15 4 0 03 Oct 2024
Deep Learning Alternatives of the Kolmogorov Superposition Theorem Leonardo Ferreira Guilhoto P. Perdikaris 47 7 0 02 Oct 2024
MiraGe: Editable 2D Images using Gaussian Splatting Joanna Waczyñska Tomasz Szczepanik Piotr Borycki S. Tadeja Thomas Bohné P. Spurek 3DGS 52 3 0 02 Oct 2024
On the expressiveness and spectral bias of KANs Yixuan Wang Jonathan W. Siegel Ziming Liu Thomas Y. Hou 37 10 0 02 Oct 2024
Active Neural Mapping at Scale Zijia Kuang Zike Yan Hao Zhao Guyue Zhou Hongbin Zha 30 3 0 30 Sep 2024
Streaming Neural Images Marcos V. Conde Andy Bigos Radu Timofte 33 0 0 25 Sep 2024
SDFit: 3D Object Pose and Shape by Fitting a Morphable SDF to a Single Image Dimitrije Antić Sai Kumar Dwivedi Shashank Tripathi Theo Gevers Dimitrios Tzionas Dimitrios Tzionas 55 2 0 24 Sep 2024
Tactile Functasets: Neural Implicit Representations of Tactile Datasets Sikai Li Samanta Rodriguez Yiming Dou Andrew Owens Nima Fazeli 23 0 0 22 Sep 2024
Implicit Neural Representations for Speed-of-Sound Estimation in Ultrasound Michal Byra Piotr Jarosik P. Karwat Z. Klimonda M. Lewandowski 28 1 0 21 Sep 2024
GStex: Per-Primitive Texturing of 2D Gaussian Splatting for Decoupled Appearance and Geometry Modeling Victor Rong Jingxiang Chen Sherwin Bahmani Kiriakos N. Kutulakos David B. Lindell 3DGS 62 2 0 19 Sep 2024
Monomial Matrix Group Equivariant Neural Functional Networks Hoang V. Tran Thieu N. Vo Tho H. Tran An T. Nguyen Tan M. Nguyen 54 5 0 18 Sep 2024
Learning Transferable Features for Implicit Neural Representations Kushal Vyas Ahmed Imtiaz Humayun Aniket Dashpute Richard G. Baraniuk Ashok Veeraraghavan Guha Balakrishnan OOD 96 1 0 15 Sep 2024
Implicit Neural Representations with Fourier Kolmogorov-Arnold Networks Ali Mehrabian Parsa Mojarad Adi Moein Heidari I. Hacihaliloglu 36 3 0 14 Sep 2024
Expansive Supervision for Neural Radiance Field Weixiang Zhang Shuzhao Xie Shijia Ge Wei Yao Chen Tang Zhi Wang 41 1 0 12 Sep 2024
NVRC: Neural Video Representation Compression Ho Man Kwan Ge Gao Fan Zhang Andrew Gower David Bull 28 11 0 11 Sep 2024
A Latent Implicit 3D Shape Model for Multiple Levels of Detail Benoît Guillard Marc Habermann Christian Theobalt Pascal Fua 3DV 51 1 0 10 Sep 2024
Why Rectified Power Unit Networks Fail and How to Improve It: An Effective Theory Perspective Taeyoung Kim Myungjoo Kang 30 0 0 04 Aug 2024
Neural Network Emulator for Atmospheric Chemical ODE Zhi-Song Liu Petri S. Clusius Michael Boy 42 3 0 03 Aug 2024
Decomposing heterogeneous dynamical systems with graph neural networks Cédric Allier Magdalena C. Schneider Michael Innerberger Larissa Heinrich J. Bogovic S. Saalfeld CML AI4CE 38 0 0 27 Jul 2024
Regularized Multi-Decoder Ensemble for an Error-Aware Scene Representation Network Tianyu Xiong Skylar W. Wurster Hanqi Guo Tom Peterka Han-Wei Shen UQCV 53 1 0 26 Jul 2024
Revisit Event Generation Model: Self-Supervised Learning of Event-to-Video Reconstruction with Implicit Neural Representations Zipeng Wang Yunfan Lu Lin Wang VGen BDL 39 2 0 26 Jul 2024
Spectrum-Informed Multistage Neural Networks: Multiscale Function Approximators of Machine Precision Jakin Ng Yongjian Wang Ching-Yao Lai 38 1 0 24 Jul 2024
Uncertainty-Aware Deep Neural Representations for Visual Analysis of Vector Field Data Atul Kumar S. Garg Soumya Dutta 53 0 0 23 Jul 2024
Multiple Importance Sampling for Stochastic Gradient Estimation Corentin Salaün Xingchang Huang Iliyan Georgiev Niloy J. Mitra Gurprit Singh 29 1 0 22 Jul 2024
Attention Beats Linear for Fast Implicit Neural Representation Generation Shuyi Zhang Ke Liu Jingjun Gu Xiaoxu Cai Zhihua Wang Jiajun Bu Haishuai Wang 45 2 0 22 Jul 2024
Surfel-based Gaussian Inverse Rendering for Fast and Relightable Dynamic Human Reconstruction from Monocular Video Yiqun Zhao Chenming Wu Binbin Huang Yihao Zhi Chen Zhao Jingdong Wang Shenghua Gao 3DGS 45 7 0 21 Jul 2024
Implicit Filtering for Learning Neural Signed Distance Functions from 3D Point Clouds Shengtao Li G. Gao Yudong Liu M. Gu Yu-Shen Liu 3DPC 43 4 0 18 Jul 2024
Deep Learning without Global Optimization by Random Fourier Neural Networks Owen Davis Gianluca Geraci Mohammad Motamed BDL 57 0 0 16 Jul 2024
Don't Fear Peculiar Activation Functions: EUAF and Beyond Qianchao Wang Shijun Zhang Dong Zeng Zhaoheng Xie Hengtao Guo Feng-Lei Fan Tieyong Zeng 39 3 0 12 Jul 2024
Neural Poisson Solver: A Universal and Continuous Framework for Natural Signal Blending Delong Wu Hao Zhu Qi Zhang You Li Zhan Ma X. Cao 28 0 0 11 Jul 2024
Generalizable Implicit Motion Modeling for Video Frame Interpolation Zujin Guo Wei Li Chen Change Loy 37 2 0 11 Jul 2024
Frequency and Generalisation of Periodic Activation Functions in Reinforcement Learning Augustine N. Mavor-Parker Matthew J. Sargent Caswell Barry Lewis D. Griffin Clare Lyle 42 2 0 09 Jul 2024
Variational Partial Group Convolutions for Input-Aware Partial Equivariance of Rotations and Color-Shifts Hyunsu Kim Yegon Kim Hongseok Yang Juho Lee 37 0 0 05 Jul 2024
Image-GS: Content-Adaptive Image Representation via 2D Gaussians Yunxiang Zhang Bingxuan Li Alexandr Kuznetsov Akshay Jindal Stavros Diolatzis Kenneth Chen Anton Sochenov Anton Kaplanyan Qi Sun 3DGS 84 4 0 02 Jul 2024
SE(3)-Hyena Operator for Scalable Equivariant Learning Artem Moskalev Mangal Prakash Rui Liao Tommaso Mansi 46 2 0 01 Jul 2024
Enhancing Accuracy and Parameter-Efficiency of Neural Representations for Network Parameterization Hongjun Choi Jayaraman J. Thiagarajan Ruben Glatt Shusen Liu 43 0 0 29 Jun 2024
NeRF-Feat: 6D Object Pose Estimation using Feature Rendering Shishir Reddy Vutukur Heike Brock Benjamin Busam Tolga Birdal Andreas Hutter Slobodan Ilic 38 5 0 19 Jun 2024
Model-based learning for multi-antenna multi-frequency location-to-channel mapping Baptiste Chatelier Vincent Corlay M. Crussiére Luc Le Magoarou 31 1 0 17 Jun 2024
Uncertainty modeling for fine-tuned implicit functions A. Susmelj Mael Macuglia Nataša Tagasovska Reto Sutter Sebastiano Caprara Jean-Philippe Thiran E. Konukoglu 70 1 0 17 Jun 2024
1-Lipschitz Neural Distance Fields Guillaume Coiffier Louis Bethune 43 3 0 14 Jun 2024
Grounding Continuous Representations in Geometry: Equivariant Neural Fields David R. Wessels David M. Knigge Samuele Papa Riccardo Valperga Sharvaree P. Vadgama E. Gavves Erik J. Bekkers 47 7 0 09 Jun 2024