A Structured Dictionary Perspective on Implicit Neural Representations

3 December 2021

Gizem Yüce

Guillermo Ortiz-Jiménez

Beril Besbinar

P. Frossard

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Papers citing "A Structured Dictionary Perspective on Implicit Neural Representations"

23 / 23 papers shown

Title
A New Perspective To Understanding Multi-resolution Hash Encoding For Neural Fields Steven Tin Sui Luo 24 0 0 05 May 2025
STAF: Sinusoidal Trainable Activation Functions for Implicit Neural Representation Alireza Morsali MohammadJavad Vaez Hossein Soltani A. Kazerouni Babak Taati Morteza Mohammad-Noori 138 1 0 02 Feb 2025
Generating visual explanations from deep networks using implicit neural representations Michal Byra Henrik Skibbe GAN FAtt 29 0 0 20 Jan 2025
Collaborative Imputation of Urban Time Series through Cross-city Meta-learning Tong Nie Wei Ma Jian-jun Sun Yu Yang Jiannong Cao AI4TS AI4CE 36 0 0 20 Jan 2025
SNeRV: Spectra-preserving Neural Representation for Video Jina Kim Jihoo Lee Je-Won Kang 35 3 0 03 Jan 2025
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 53 2 0 07 Oct 2024
LaDTalk: Latent Denoising for Synthesizing Talking Head Videos with High Frequency Details Jian Yang Xukun Wang Wentao Wang Guoming Li Qihang Fang Ruihong Yuan Tianyang Wang Jason Zhaoxin Fan Yeying Jin Zhaoxin Fan VGen 47 1 0 01 Oct 2024
Active Neural Mapping at Scale Zijia Kuang Zike Yan Hao Zhao Guyue Zhou Hongbin Zha 30 3 0 30 Sep 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
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
In Search of a Data Transformation That Accelerates Neural Field Training Junwon Seo Sangyoon Lee Kwang In Kim Jaeho Lee 39 3 0 28 Nov 2023
Exploiting Multiple Priors for Neural 3D Indoor Reconstruction Federico Lincetto Gianluca Agresti Mattia Rossi Pietro Zanuttigh 3DV 16 1 0 13 Sep 2023
Task Arithmetic in the Tangent Space: Improved Editing of Pre-Trained Models Guillermo Ortiz-Jiménez Alessandro Favero P. Frossard MoMe 51 106 0 22 May 2023
DNeRV: Modeling Inherent Dynamics via Difference Neural Representation for Videos Qi Zhao M. Salman Asif Zhan Ma 23 31 0 13 Apr 2023
SplineCam: Exact Visualization and Characterization of Deep Network Geometry and Decision Boundaries Ahmed Imtiaz Humayun Randall Balestriero Guha Balakrishnan Richard Baraniuk 24 17 0 24 Feb 2023
Deep Learning on Implicit Neural Representations of Shapes Luca de Luigi Adriano Cardace Riccardo Spezialetti Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 29 46 0 10 Feb 2023
DINER: Disorder-Invariant Implicit Neural Representation Shaowen Xie Hao Zhu Zhen Liu Qi Zhang You Zhou Xun Cao Zhan Ma 29 30 0 15 Nov 2022
A unified model for continuous conditional video prediction Xi Ye Guillaume-Alexandre Bilodeau AI4TS 37 7 0 11 Oct 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
Neural Sparse Voxel Fields Lingjie Liu Jiatao Gu Kyaw Zaw Lin Tat-Seng Chua Christian Theobalt 197 1,242 0 22 Jul 2020
Geometric compression of invariant manifolds in neural nets J. Paccolat Leonardo Petrini Mario Geiger Kevin Tyloo M. Wyart MLT 52 34 0 22 Jul 2020
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 329 11,684 0 09 Mar 2017