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Implicit Neural Representations for Image Compression

8 December 2021

Luc van Gool

Papers citing "Implicit Neural Representations for Image Compression"

50 / 125 papers shown

Title
Neural Poisson Solver: A Universal and Continuous Framework for Natural Signal Blending Delong Wu Hao Zhu Qi Zhang You Li Zhan Ma X. Cao 197 1 0 11 Jul 2024
Conv-INR: Convolutional Implicit Neural Representation for Multimodal Visual Signals Zhicheng Cai 217 3 0 06 Jun 2024
Encoding Semantic Priors into the Weights of Implicit Neural RepresentationIEEE International Conference on Multimedia and Expo (ICME), 2024 Zhicheng Cai Qiu Shen 235 2 0 06 Jun 2024
ImplicitTerrain: a Continuous Surface Model for Terrain Data Analysis Haoan Feng Xin Xu L. Floriani 213 3 0 31 May 2024
Extreme Compression of Adaptive Neural Images Leo Hoshikawa Marcos V. Conde Takeshi Ohashi Atsushi Irie 352 1 0 27 May 2024
Survey on Visual Signal Coding and Processing with Generative Models: Technologies, Standards and OptimizationIEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS), 2024 Zhibo Chen Heming Sun Li Zhang Fan Zhang 282 6 0 23 May 2024
Nonparametric Teaching of Implicit Neural RepresentationsInternational Conference on Machine Learning (ICML), 2024 Chen Zhang Steven Tin Sui Luo Jason Chun Lok Li Yik-Chung Wu Ngai Wong 239 10 0 17 May 2024
Neural Graphics Texture Compression Supporting Random Acces Farzad Farhadzadeh Qiqi Hou Hoang Le Amir Said Randall Rauwendaal Alex Bourd Fatih Porikli 240 2 0 06 May 2024
Latent Modulated Function for Computational Optimal Continuous Image Representation Zongyao He Zhi Jin SupR 293 22 0 25 Apr 2024
Bidirectional Multi-Scale Implicit Neural Representations for Image DerainingComputer Vision and Pattern Recognition (CVPR), 2024 Xiang Chen Jinshan Pan Jiangxin Dong AI4CE 144 81 0 02 Apr 2024
Low-Latency Neural Stereo Streaming Qiqi Hou Farzad Farhadzadeh Amir Said Guillaume Sautière Hoang Le 123 4 0 26 Mar 2024
Fully-fused Multi-Layer Perceptrons on Intel Data Center GPUs Kai Yuan Christoph Bauinger Xiangyi Zhang Pascal Baehr Matthias Kirchhart Darius Dabert Adrien Tousnakhoff Pierre Boudier Michael Paulitsch 140 3 0 26 Mar 2024
SketchINR: A First Look into Sketches as Implicit Neural RepresentationsComputer Vision and Pattern Recognition (CVPR), 2024 Hmrishav Bandyopadhyay A. Bhunia Pinaki Nath Chowdhury Aneeshan Sain Tao Xiang Timothy M. Hospedales Yi-Zhe Song SSL 211 13 0 14 Mar 2024
A Novel Implicit Neural Representation for Volume DataApplied Sciences (Appl. Sci.), 2023 Armin Sheibanifard Hongchuan Yu 235 8 0 13 Mar 2024
GaussianImage: 1000 FPS Image Representation and Compression by 2D Gaussian SplattingEuropean Conference on Computer Vision (ECCV), 2024 Xinjie Zhang Xingtong Ge Tongda Xu Dailan He Yan Wang Hongwei Qin Guo Lu Jing Geng Jun Zhang 3DGS 399 65 0 13 Mar 2024
Learning A Physical-aware Diffusion Model Based on Transformer for Underwater Image Enhancement Chen Zhao Chenyu Dong Weiling Cai 459 26 0 03 Mar 2024
NERV++: An Enhanced Implicit Neural Video Representation Ahmed Ghorbel W. Hamidouche Luce Morin 116 3 0 28 Feb 2024
Boosting Neural Representations for Videos with a Conditional Decoder Xinjie Zhang Ren Yang Dailan He Xingtong Ge Tongda Xu Yan Wang Hongwei Qin Jun Zhang 358 24 0 28 Feb 2024
A Sampling Theory Perspective on Activations for Implicit Neural Representations Hemanth Saratchandran Sameera Ramasinghe Violetta Shevchenko Alexander Long Simon Lucey 175 20 0 08 Feb 2024
An Efficient Implicit Neural Representation Image Codec Based on Mixed Autoregressive Model for Low-Complexity DecodingIEEE transactions on multimedia (IEEE TMM), 2024 Xiang Liu Jiahong Chen Bin Chen Zimo Liu Baoyi An Shu-Tao Xia Zhi Wang 179 1 0 23 Jan 2024
Explaining the Implicit Neural Canvas: Connecting Pixels to Neurons by Tracing their Contributions Namitha Padmanabhan M. Gwilliam Pulkit Kumar Shishira R. Maiya Max Ehrlich Abhinav Shrivastava 303 4 1 18 Jan 2024
Efficient Neural Representation of Volumetric Data using Coordinate-Based Networks Sudarshan Devkota S. Pattanaik MedIm 153 4 0 16 Jan 2024
Compact Neural Graphics Primitives with Learned Hash Probing Towaki Takikawa Thomas Müller Merlin Nimier-David Alex Evans Sanja Fidler Alec Jacobson Alexander Keller 191 29 0 28 Dec 2023
Deep Learning on Object-centric 3D Neural Fields Pierluigi Zama Ramirez Luca de Luigi Daniele Sirocchi Adriano Cardace Riccardo Spezialetti Francesco Ballerini Samuele Salti Luigi Di Stefano 330 6 0 20 Dec 2023
IntraSeismic: a coordinate-based learning approach to seismic inversion J. Romero W. Heidrich N. Luiken M. Ravasi 108 0 0 17 Dec 2023
EAGLES: Efficient Accelerated 3D Gaussians with Lightweight EncodingS Sharath Girish Kamal Gupta Abhinav Shrivastava 3DGS 272 161 0 07 Dec 2023
C3: High-performance and low-complexity neural compression from a single image or videoComputer Vision and Pattern Recognition (CVPR), 2023 Hyunjik Kim Matthias Bauer Lucas Theis Jonathan Richard Schwarz Emilien Dupont VGen 197 57 0 05 Dec 2023
FINER: Flexible spectral-bias tuning in Implicit NEural Representation by Variable-periodic Activation FunctionsComputer Vision and Pattern Recognition (CVPR), 2023 Zhen Liu Hao Zhu Qi Zhang Jingde Fu Weibing Deng Zhan Ma Yanwen Guo Xun Cao 251 62 0 05 Dec 2023
MoEC: Mixture of Experts Implicit Neural Compression Jianchen Zhao Cheng-Ching Tseng Ming Lu Ruichuan An Xiaobao Wei He Sun Shanghang Zhang 180 4 0 03 Dec 2023
A Compact Implicit Neural Representation for Efficient Storage of Massive 4D Functional Magnetic Resonance ImagingAAAI Conference on Artificial Intelligence (AAAI), 2023 Ruoran Li Runzhao Yang Wenxin Xiang Yuxiao Cheng Tingxiong Xiao J. Suo AI4CE 336 1 0 30 Nov 2023
Single-Shot Plug-and-Play Methods for Inverse Problems Yanqi Cheng Lipei Zhang Zhenda Shen Shujun Wang Lequan Yu Raymond H. Chan Carola-Bibiane Schönlieb Angelica I Aviles-Rivero 145 3 0 22 Nov 2023
INCODE: Implicit Neural Conditioning with Prior Knowledge EmbeddingsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Amirhossein Kazerouni Reza Azad Alireza Hosseini Dorit Merhof Ulas Bagci AI4CE 232 32 0 28 Oct 2023
SSIF: Learning Continuous Image Representation for Spatial-Spectral Super-Resolution Gengchen Mai Ni Lao Weiwei Sun Yuchi Ma Jiaming Song Chenlin Meng Hongxu Ma Jinmeng Rao Ziyuan Li Stefano Ermon 210 4 0 30 Sep 2023
SHACIRA: Scalable HAsh-grid Compression for Implicit Neural RepresentationsIEEE International Conference on Computer Vision (ICCV), 2023 Sharath Girish Abhinav Shrivastava Kamal Gupta 170 31 0 27 Sep 2023
NeuRBF: A Neural Fields Representation with Adaptive Radial Basis FunctionsIEEE International Conference on Computer Vision (ICCV), 2023 Zhaoyu Chen Zhong Li Liangchen Song Lele Chen Jingyi Yu Junsong Yuan Yinghao Xu 197 72 0 27 Sep 2023
RHINO: Regularizing the Hash-based Implicit Neural RepresentationScience China Information Sciences (Sci China Inf Sci), 2023 Hao Zhu Yifan Zhang Qi Zhang Xun Cao Zhan Ma 127 12 0 22 Sep 2023
Exploiting Multiple Priors for Neural 3D Indoor ReconstructionBritish Machine Vision Conference (BMVC), 2023 Federico Lincetto Gianluca Agresti Mattia Rossi Pietro Zanuttigh 3DV 212 1 0 13 Sep 2023
Implicit Neural Multiple Description for DNA-based data storageIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 T. Le Xavier Pic Jeremy Mateos Marc Antonini 132 4 0 13 Sep 2023
Learning Kernel-Modulated Neural Representation for Efficient Light Field CompressionIEEE Transactions on Image Processing (IEEE TIP), 2023 Jinglei Shi Yihong Xu C. Guillemot 143 12 0 12 Jul 2023
Joint Hierarchical Priors and Adaptive Spatial Resolution for Efficient Neural Image Compression Ahmed Ghorbel W. Hamidouche L. Morin 328 1 0 05 Jul 2023
Sphere2Vec: A General-Purpose Location Representation Learning over a Spherical Surface for Large-Scale Geospatial PredictionsIsprs Journal of Photogrammetry and Remote Sensing (ISPRS J. Photogramm. Remote Sens.), 2023 Gengchen Mai Yao Xuan Wen-Hang Zuo Yutong He Jiaming Song Stefano Ermon K. Janowicz Ni Lao 250 54 0 30 Jun 2023
Rapid-INR: Storage Efficient CPU-free DNN Training Using Implicit Neural Representation Han-Chen Chen Hang Yang Stephen BR Fitzmeyer Cong Hao 155 2 0 29 Jun 2023
SPDER: Semiperiodic Damping-Enabled Object RepresentationInternational Conference on Learning Representations (ICLR), 2023 Kathan Shah Chawin Sitawarin 115 2 0 27 Jun 2023
Siamese SIREN: Audio Compression with Implicit Neural Representations Luca A. Lanzendörfer Roger Wattenhofer 160 14 0 22 Jun 2023
Blended-NeRF: Zero-Shot Object Generation and Blending in Existing Neural Radiance Fields Ori Gordon Omri Avrahami Dani Lischinski DiffM 184 25 0 22 Jun 2023
NILUT: Conditional Neural Implicit 3D Lookup Tables for Image EnhancementAAAI Conference on Artificial Intelligence (AAAI), 2023 Marcos V. Conde Javier Vázquez-Corral M. S. Brown Radu Timofte 3DH 280 27 0 20 Jun 2023
Human 3D Avatar Modeling with Implicit Neural Representation: A Brief SurveyInternational Conference on Signal Processing Systems (ICSPS), 2022 Min-jung Sun Dingkang Yang Dongliang Kou Yang Jiang W. Shan Zhenguo Yan Lihua Zhang 3DH 166 13 0 06 Jun 2023
Compression with Bayesian Implicit Neural RepresentationsNeural Information Processing Systems (NeurIPS), 2023 Zongyu Guo Gergely Flamich Jiajun He Zhibo Chen José Miguel Hernández-Lobato 318 30 0 30 May 2023
HUB: Guiding Learned Optimizers with Continuous Prompt Tuning Gaole Dai Wei Wu Ziyu Wang Jie Fu Shanghang Zhang Tiejun Huang AIFin 164 0 0 26 May 2023
DNeRV: Modeling Inherent Dynamics via Difference Neural Representation for VideosComputer Vision and Pattern Recognition (CVPR), 2023 Qi Zhao M. Salman Asif Zhan Ma 206 44 0 13 Apr 2023