Implicit Neural Representations with Periodic Activation Functions

17 June 2020

Papers citing "Implicit Neural Representations with Periodic Activation Functions"

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Title
Surface Reconstruction from Point Clouds by Learning Predictive Context Priors Baorui Ma Yu-Shen Liu Matthias Zwicker Zhizhong Han 3DPC 37 72 0 23 Apr 2022
Learning Dynamic View Synthesis With Few RGBD Cameras Shengze Wang Y. Kwon Yuan-Chung Shen Q. Zhang A. State Jia-Bin Huang Henry Fuchs 32 2 0 22 Apr 2022
Relaxing Equivariance Constraints with Non-stationary Continuous Filters Tycho F. A. van der Ouderaa David W. Romero Mark van der Wilk 24 33 0 14 Apr 2022
GIFS: Neural Implicit Function for General Shape Representation Jianglong Ye Yuntao Chen Naiyan Wang Xinyu Wang AI4CE 3DH 48 60 0 14 Apr 2022
Towards Metrical Reconstruction of Human Faces Wojciech Zielonka Timo Bolkart Justus Thies CVBM 3DH 27 143 0 13 Apr 2022
DL4SciVis: A State-of-the-Art Survey on Deep Learning for Scientific Visualization Chaoli Wang J. Han 38 36 0 13 Apr 2022
Multi-View Consistent Generative Adversarial Networks for 3D-aware Image Synthesis Xuanmeng Zhang Zhedong Zheng Daiheng Gao Bang Zhang Pan Pan Yi Yang 3DV GAN 25 51 0 13 Apr 2022
GARF: Gaussian Activated Radiance Fields for High Fidelity Reconstruction and Pose Estimation Shin-Fang Chng Sameera Ramasinghe Jamie Sherrah Simon Lucey AI4CE 24 86 0 12 Apr 2022
Improved Training of Physics-Informed Neural Networks with Model Ensembles Katsiaryna Haitsiukevich Alexander Ilin PINN 34 23 0 11 Apr 2022
Pre-train, Self-train, Distill: A simple recipe for Supersizing 3D Reconstruction Kalyan Vasudev Alwala Abhinav Gupta Shubham Tulsiani 32 30 0 07 Apr 2022
Long Video Generation with Time-Agnostic VQGAN and Time-Sensitive Transformer Songwei Ge Thomas Hayes Harry Yang Xiaoyue Yin Guan Pang David Jacobs Jia-Bin Huang Devi Parikh ViT 53 215 0 07 Apr 2022
Neural Convolutional Surfaces Luca Morreale Noam Aigerman Paul Guerrero Vladimir G. Kim Niloy J. Mitra 27 12 0 05 Apr 2022
Zero-shot Blind Image Denoising via Implicit Neural Representations Chaewon Kim Jaeho Lee Jinwoo Shin 24 13 0 05 Apr 2022
Exemplar-based Pattern Synthesis with Implicit Periodic Field Network Haiwei Chen Jiayi Liu Weikai Chen Shichen Liu Yajie Zhao 3DV GAN 24 5 0 04 Apr 2022
Probabilistic Implicit Scene Completion Dongsu Zhang Changwoon Choi I. Park Y. Kim 3DPC 3DV 24 5 0 04 Apr 2022
SinNeRF: Training Neural Radiance Fields on Complex Scenes from a Single Image Dejia Xu Yi Ding Peihao Wang Zhiwen Fan Humphrey Shi Zhangyang Wang 34 187 0 02 Apr 2022
When Physics Meets Machine Learning: A Survey of Physics-Informed Machine Learning Chuizheng Meng Sungyong Seo Defu Cao Sam Griesemer Yan Liu PINN AI4CE 42 57 0 31 Mar 2022
Learning Local Displacements for Point Cloud Completion Yida Wang D. Tan Nassir Navab F. Tombari 3DPC 36 42 0 30 Mar 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 24 161 0 29 Mar 2022
DeepShadow: Neural Shape from Shadow A. Karnieli Ohad Fried Y. Hel-Or 21 8 0 28 Mar 2022
GIRAFFE HD: A High-Resolution 3D-aware Generative Model Yang Xue Yuheng Li Krishna Kumar Singh Yong Jae Lee 31 99 0 28 Mar 2022
ImFace: A Nonlinear 3D Morphable Face Model with Implicit Neural Representations Mingwu Zheng Hongyu Yang Di Huang Liming Luke Chen 3DH 39 59 0 28 Mar 2022
Learning Deep Implicit Functions for 3D Shapes with Dynamic Code Clouds Tianyang Li Xin Wen Yu-Shen Liu Huapeng Su Zhizhong Han 3DPC 61 52 0 26 Mar 2022
Qualitative neural network approximation over R and C: Elementary proofs for analytic and polynomial activation Josiah Park Stephan Wojtowytsch 26 1 0 25 Mar 2022
AI Poincaré 2.0: Machine Learning Conservation Laws from Differential Equations Ziming Liu Varun Madhavan M. Tegmark PINN 38 27 0 23 Mar 2022
Sem2NeRF: Converting Single-View Semantic Masks to Neural Radiance Fields Yuedong Chen Qianyi Wu Chuanxia Zheng Tat-Jen Cham Jianfei Cai 47 37 0 21 Mar 2022
Sat-NeRF: Learning Multi-View Satellite Photogrammetry With Transient Objects and Shadow Modeling Using RPC Cameras Roger Marí Gabriele Facciolo T. Ehret 13 63 0 16 Mar 2022
Occlusion Fields: An Implicit Representation for Non-Line-of-Sight Surface Reconstruction Javier Grau Markus Plack Patrick Haehn Michael Weinmann M. Hullin 32 5 0 16 Mar 2022
NeILF: Neural Incident Light Field for Physically-based Material Estimation Yao Yao Jingyang Zhang Jingbo Liu Yihang Qu Tian Fang David McKinnon Yanghai Tsin Long Quan 34 87 0 14 Mar 2022
ACID: Action-Conditional Implicit Visual Dynamics for Deformable Object Manipulation Bokui Shen Zhenyu Jiang Chris Choy Leonidas J. Guibas Silvio Savarese Anima Anandkumar Yuke Zhu AI4CE 14 41 0 14 Mar 2022
PETR: Position Embedding Transformation for Multi-View 3D Object Detection Yingfei Liu Tiancai Wang Xinming Zhang Jian Sun 3DPC 43 526 0 10 Mar 2022
On Embeddings for Numerical Features in Tabular Deep Learning Yura Gorishniy Ivan Rubachev Artem Babenko LMTD 13 156 0 10 Mar 2022
Interpretable part-whole hierarchies and conceptual-semantic relationships in neural networks Nicola Garau N. Bisagno Zeno Sambugaro Nicola Conci 29 21 0 07 Mar 2022
Modeling the Shape of the Brain Connectome via Deep Neural Networks Haocheng Dai M. Bauer P. T. Fletcher S. Joshi MedIm DiffM 17 1 0 06 Mar 2022
Learning Cross-Video Neural Representations for High-Quality Frame Interpolation Wentao Shangguan Yu Sun Weijie Gan Ulugbek S. Kamilov 11 15 0 28 Feb 2022
An Efficient End-to-End 3D Voxel Reconstruction based on Neural Architecture Search Yongdong Huang Yuanzhan Li Xulong Cao Siyu Zhang Shen Cai Ting Lu Jie Wang Yuqiao Liu 3DV 24 1 0 27 Feb 2022
Pix2NeRF: Unsupervised Conditional $π$ -GAN for Single Image to Neural Radiance Fields Translation Shengqu Cai Anton Obukhov Dengxin Dai Luc Van Gool 37 99 0 26 Feb 2022
Diffeomorphic Image Registration with Neural Velocity Field Kun Han Shanlin Sun Xiangyi Yan Chenyu You Hao Tang Junayed Naushad Haoyu Ma Deying Kong Xiaohui Xie MedIm 22 21 0 25 Feb 2022
Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks Sihyun Yu Jihoon Tack Sangwoo Mo Hyunsu Kim Junho Kim Jung-Woo Ha Jinwoo Shin DiffM VGen 32 199 0 21 Feb 2022
Artemis: Articulated Neural Pets with Appearance and Motion synthesis Haimin Luo Teng Xu Yuheng Jiang Chenglin Zhou Qiwei Qiu Yingliang Zhang Wei Yang Lan Xu Jingyi Yu 3DH 22 11 0 11 Feb 2022
MINER: Multiscale Implicit Neural Representations Vishwanath Saragadam Jasper Tan Guha Balakrishnan Richard G. Baraniuk Ashok Veeraraghavan AI4TS 24 23 0 07 Feb 2022
Deep Impulse Responses: Estimating and Parameterizing Filters with Deep Networks Alexander Richard Peter Dodds V. Ithapu 32 36 0 07 Feb 2022
Development of a deep learning platform for optimising sheet stamping geometries subject to manufacturing constraints H. Attar A. Foster Nan Li 24 3 0 04 Feb 2022
On Regularizing Coordinate-MLPs Sameera Ramasinghe L. MacDonald Simon Lucey 158 5 0 01 Feb 2022
SPAGHETTI: Editing Implicit Shapes Through Part Aware Generation Amir Hertz Or Perel Raja Giryes O. Sorkine-Hornung Daniel Cohen-Or 33 26 0 31 Jan 2022
Designing Universal Causal Deep Learning Models: The Geometric (Hyper)Transformer Beatrice Acciaio Anastasis Kratsios G. Pammer OOD 52 20 0 31 Jan 2022
Time-Series Anomaly Detection with Implicit Neural Representation Kyeong-Joong Jeong Yong-Min Shin BDL AI4TS 49 15 0 28 Jan 2022
Learning Proximal Operators to Discover Multiple Optima Lingxiao Li Noam Aigerman Vladimir G. Kim Jiajin Li Kristjan Greenewald Mikhail Yurochkin Justin Solomon 47 1 0 28 Jan 2022
Neural Implicit Surface Evolution Tiago Novello V. Silva Guilherme Gonçalves Schardong L. Schirmer Helio Lopes Luiz Velho AI4CE 42 11 0 24 Jan 2022
Exploring Differential Geometry in Neural Implicits Tiago Novello Guilherme Gonçalves Schardong L. Schirmer V. Silva Helio Lopes Luiz Velho 67 26 0 23 Jan 2022