Implicit Neural Representations with Periodic Activation Functions

17 June 2020

Papers citing "Implicit Neural Representations with Periodic Activation Functions"

50 / 731 papers shown

Title
Multi-Objective Loss Balancing for Physics-Informed Deep Learning Rafael Bischof M. Kraus PINN AI4CE 33 92 0 19 Oct 2021
FlexConv: Continuous Kernel Convolutions with Differentiable Kernel Sizes David W. Romero Robert-Jan Bruintjes Jakub M. Tomczak Erik J. Bekkers Mark Hoogendoorn J. C. V. Gemert 80 82 0 15 Oct 2021
ADOP: Approximate Differentiable One-Pixel Point Rendering Darius Ruckert Linus Franke Marc Stamminger 3DPC 26 17 0 13 Oct 2021
Mesh Draping: Parametrization-Free Neural Mesh Transfer Amir Hertz Or Perel Raja Giryes O. Sorkine-Hornung Daniel Cohen-Or 3DH AI4CE 19 4 0 11 Oct 2021
Unsupervised Pose-Aware Part Decomposition for 3D Articulated Objects Yuki Kawana Yusuke Mukuta Tatsuya Harada 48 12 0 08 Oct 2021
Multi-Head ReLU Implicit Neural Representation Networks Arya Aftab Alireza Morsali 42 11 0 07 Oct 2021
Physics-informed neural network simulation of multiphase poroelasticity using stress-split sequential training E. Haghighat Daniel Amini R. Juanes PINN AI4CE 23 95 0 06 Oct 2021
Meta Internal Learning Raphael Bensadoun Shir Gur Tomer Galanti Lior Wolf GAN 31 8 0 06 Oct 2021
NeuFENet: Neural Finite Element Solutions with Theoretical Bounds for Parametric PDEs Biswajit Khara Aditya Balu Ameya Joshi S. Sarkar C. Hegde A. Krishnamurthy Baskar Ganapathysubramanian 26 19 0 04 Oct 2021
Neural Implicit Surfaces for Efficient and Accurate Collisions in Physically Based Simulations Hugo Bertiche Argila Meysam Madadi Sergio Escalera AI4CE 3DH 21 2 0 03 Oct 2021
From SLAM to Situational Awareness: Challenges and Survey Hriday Bavle Jose Luis Sanchez-Lopez Claudio Cimarelli E. Schmidt H. Voos 41 38 0 01 Oct 2021
Neural Knitworks: Patched Neural Implicit Representation Networks Mikolaj Czerkawski Javier Cardona Robert C. Atkinson W. Michie I. Andonovic C. Clemente Christos Tachtatzis 36 11 0 29 Sep 2021
Designing Counterfactual Generators using Deep Model Inversion Jayaraman J. Thiagarajan V. Narayanaswamy Deepta Rajan J. Liang Akshay S. Chaudhari A. Spanias DiffM 17 22 0 29 Sep 2021
Model reduction for the material point method via an implicit neural representation of the deformation map Julius Berner Maurizio M. Chiaramonte E. Grinspun Kevin Carlberg 29 15 0 25 Sep 2021
ImplicitVol: Sensorless 3D Ultrasound Reconstruction with Deep Implicit Representation P. Yeung L. Hesse M. Aliasi Monique C. Haak the INTERGROWTH-21st Consortium Weidi Xie A. Namburete 20 20 0 24 Sep 2021
A Skeleton-Driven Neural Occupancy Representation for Articulated Hands Korrawe Karunratanakul Adrian Spurr Zicong Fan Otmar Hilliges Siyu Tang 3DH 37 60 0 23 Sep 2021
FreeStyleGAN: Free-view Editable Portrait Rendering with the Camera Manifold Thomas Leimkuhler G. Drettakis CVBM 3DH 92 11 0 20 Sep 2021
Learning in Sinusoidal Spaces with Physics-Informed Neural Networks Jian Cheng Wong C. Ooi Abhishek Gupta Yew-Soon Ong AI4CE PINN SSL 18 76 0 20 Sep 2021
Spline-PINN: Approaching PDEs without Data using Fast, Physics-Informed Hermite-Spline CNNs Nils Wandel Michael Weinmann Michael Neidlin Reinhard Klein AI4CE 58 60 0 15 Sep 2021
Oscillatory Fourier Neural Network: A Compact and Efficient Architecture for Sequential Processing Bing Han Cheng Wang Kaushik Roy 34 7 0 14 Sep 2021
Illuminating Diverse Neural Cellular Automata for Level Generation Sam Earle J. Snider Matthew C. Fontaine Stefanos Nikolaidis Julian Togelius 47 37 0 12 Sep 2021
Seeing Implicit Neural Representations as Fourier Series Nuri Benbarka Timon Hofer Hamd ul Moqeet Riaz A. Zell AI4CE 29 53 0 01 Sep 2021
NeRP: Implicit Neural Representation Learning with Prior Embedding for Sparsely Sampled Image Reconstruction Liyue Shen John M. Pauly Lei Xing 29 184 0 24 Aug 2021
imGHUM: Implicit Generative Models of 3D Human Shape and Articulated Pose Thiemo Alldieck Hongyi Xu C. Sminchisescu 3DH 43 116 0 24 Aug 2021
3D Shapes Local Geometry Codes Learning with SDF Shun Yao Fei Yang Yongmei Cheng M. Mozerov 3DV 18 15 0 19 Aug 2021
Neural Operator: Learning Maps Between Function Spaces Nikola B. Kovachki Zong-Yi Li Burigede Liu Kamyar Azizzadenesheli K. Bhattacharya Andrew M. Stuart Anima Anandkumar AI4CE 52 440 0 19 Aug 2021
Thermal Image Processing via Physics-Inspired Deep Networks Vishwanath Saragadam Akshat Dave Ashok Veeraraghavan Richard Baraniuk AI4CE 13 15 0 18 Aug 2021
Escaping the Gradient Vanishing: Periodic Alternatives of Softmax in Attention Mechanism Shulun Wang Bin Liu Feng Liu 25 16 0 16 Aug 2021
Continual Neural Mapping: Learning An Implicit Scene Representation from Sequential Observations Zike Yan Yuxin Tian Xuesong Shi Ping Guo Peng Wang H. Zha CLL 19 45 0 12 Aug 2021
SIDER: Single-Image Neural Optimization for Facial Geometric Detail Recovery Aggelina Chatziagapi ShahRukh Athar Francesc Moreno-Noguer Dimitris Samaras 3DH 28 10 0 11 Aug 2021
Neural Image Representations for Multi-Image Fusion and Layer Separation Seonghyeon Nam Marcus A. Brubaker Michael S. Brown 39 22 0 02 Aug 2021
Dynamic Neural Representational Decoders for High-Resolution Semantic Segmentation Bowen Zhang Yifan Liu Zhi Tian Chunhua Shen SSeg 16 14 0 30 Jul 2021
Joint Implicit Image Function for Guided Depth Super-Resolution Jiaxiang Tang Xiaokang Chen Gang Zeng SupR 21 59 0 19 Jul 2021
Neural Waveshaping Synthesis B. Hayes C. Saitis Gyorgy Fazekas 36 28 0 11 Jul 2021
Exploring the Latent Space of Autoencoders with Interventional Assays Felix Leeb Stefan Bauer M. Besserve Bernhard Schölkopf DRL 49 17 0 30 Jun 2021
Visual Conceptual Blending with Large-scale Language and Vision Models Songwei Ge Devi Parikh VLM DiffM 22 14 0 27 Jun 2021
Alias-Free Generative Adversarial Networks Tero Karras M. Aittala S. Laine Erik Härkönen Janne Hellsten J. Lehtinen Timo Aila GAN 89 1,562 0 23 Jun 2021
Neural Marching Cubes Zhiqin Chen Hao Zhang 23 78 0 21 Jun 2021
Learning and Meshing from Deep Implicit Surface Networks Using an Efficient Implementation of Analytic Marching Jiabao Lei Kui Jia Yi Ma 15 10 0 18 Jun 2021
Phase Transitions, Distance Functions, and Implicit Neural Representations Y. Lipman AI4CE 16 38 0 14 Jun 2021
On the Representation of Solutions to Elliptic PDEs in Barron Spaces Ziang Chen Jianfeng Lu Yulong Lu 38 26 0 14 Jun 2021
Shape As Points: A Differentiable Poisson Solver Songyou Peng C. Jiang Yiyi Liao Michael Niemeyer Marc Pollefeys Andreas Geiger 3DPC 21 233 0 07 Jun 2021
Light Field Networks: Neural Scene Representations with Single-Evaluation Rendering Vincent Sitzmann Semon Rezchikov William T. Freeman J. Tenenbaum F. Durand 3DV 43 287 0 04 Jun 2021
Spline Positional Encoding for Learning 3D Implicit Signed Distance Fields Peng-Shuai Wang Yang Liu Yu-Qi Yang Xin Tong 3DPC 36 28 0 03 Jun 2021
Neural Radiosity Saeed Hadadan Shuhong Chen Matthias Zwicker 22 41 0 26 May 2021
Hyper-Convolution Networks for Biomedical Image Segmentation Tianyu Ma Adrian V. Dalca M. Sabuncu SSeg 36 14 0 21 May 2021
You Only Learn One Representation: Unified Network for Multiple Tasks Chien-Yao Wang I-Hau Yeh Hongpeng Liao SSL FedML 20 478 0 10 May 2021
ACORN: Adaptive Coordinate Networks for Neural Scene Representation Julien N. P. Martel David B. Lindell Connor Z. Lin E. R. Chan M. Monteiro Gordon Wetzstein 3DPC 22 91 0 06 May 2021
3D Scene Compression through Entropy Penalized Neural Representation Functions Thomas Bird Johannes Ballé Saurabh Singh P. Chou 38 30 0 26 Apr 2021
SAPE: Spatially-Adaptive Progressive Encoding for Neural Optimization Amir Hertz Or Perel Raja Giryes O. Sorkine-Hornung Daniel Cohen-Or 28 67 0 19 Apr 2021