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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
NTK-Guided Implicit Neural Teaching Chen Zhang Wei Zuo Bingyang Cheng Y. Wang Wei-Bin Kou Yik-Chung Wu Ngai Wong 203 0 0 19 Nov 2025
In Situ Training of Implicit Neural Compressors for Scientific Simulations via Sketch-Based Regularization Cooper Simpson Stephen Becker Alireza Doostan 122 0 0 04 Nov 2025
SANR: Scene-Aware Neural Representation for Light Field Image Compression with Rate-Distortion Optimization Gai Zhang X. Zhang Lv Tang Hongyu An Li Zhang Qingming Huang 84 0 0 17 Oct 2025
NeRV-Diffusion: Diffuse Implicit Neural Representations for Video Synthesis Yixuan Ren Hanyu Wang Hao Chen Bo He Abhinav Shrivastava DiffM VGen 108 1 0 29 Sep 2025
Detail Across Scales: Multi-Scale Enhancement for Full Spectrum Neural Representations Yuan Ni Zhantao Chen Cheng Peng Rajan Plumley Chun Hong Yoon Jana Thayer J. Turner 88 0 0 19 Sep 2025
PrediTree: A Multi-Temporal Sub-meter Dataset of Multi-Spectral Imagery Aligned With Canopy Height Maps Hiyam Debary Mustansar Fiaz L. Klein 164 0 0 01 Sep 2025
MINR: Efficient Implicit Neural Representations for Multi-Image EncodingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025 Wenyong Zhou Taiqiang Wu Zhengwu Liu Yuxin Cheng Chen Zhang Ngai Wong 88 0 0 19 Aug 2025
IMUCoCo: Enabling Flexible On-Body IMU Placement for Human Pose Estimation and Activity RecognitionACM Symposium on User Interface Software and Technology (UIST), 2025 Haozhe Zhou Riku Arakawa Yuvraj Agarwal Mayank Goel 88 1 0 03 Aug 2025
$GratNet: A Photorealistic Neural Shader for Diffractive Surfaces$ GratNet: A Photorealistic Neural Shader for Diffractive Surfaces Narayan Kandel Daljit Singh J.S. Dhillon DiffM 87 0 0 18 Jun 2025
Temporal Variational Implicit Neural Representations Batuhan Koyuncu Rachael DeVries Ole Winther Isabel Valera AI4TS BDL 160 0 0 02 Jun 2025
Fourier-Modulated Implicit Neural Representation for Multispectral Satellite Image Compression Woojin Cho Steve Andreas Immanuel Junhyuk Heo Darongsae Kwon 279 0 0 02 Jun 2025
Efficient Implicit Neural Compression of Point Clouds via Learnable Activation in Latent Space Yichi Zhang Qianqian Yang 3DPC AI4CE 188 1 0 20 Apr 2025
FANeRV: Frequency Separation and Augmentation based Neural Representation for VideoExpert systems with applications (ESWA), 2025 Li Yu Zhihui Li Chao Yao Jimin Xiao Moncef Gabbouj 357 0 0 09 Apr 2025
Mesh Compression with Quantized Neural Displacement Fields Sai Karthikey Pentapati Gregoire Phillips Alan Bovik AI4CE 287 1 0 28 Mar 2025
F-INR: Functional Tensor Decomposition for Implicit Neural Representations Sai Karthikeya Vemuri Tim Buchner Joachim Denzler AI4CE 273 2 0 27 Mar 2025
Bitstream Collisions in Neural Image Compression via Adversarial Perturbations Jordan Madden Lhamo Dorje Xiaohua Li AAML 197 1 0 25 Mar 2025
SINR: Sparsity Driven Compressed Implicit Neural RepresentationsComputer Vision and Pattern Recognition (CVPR), 2025 Dhananjaya Jayasundara Sudarshan Rajagopalan Y. Ranasinghe Trac D. Tran Vishal M. Patel 225 0 0 25 Mar 2025
ARC: Anchored Representation Clouds for High-Resolution INR Classification Joost Luijmes Alexander Gielisse Roman Knyazhitskiy Jan van Gemert 252 2 0 19 Mar 2025
Dynamic PET Image Reconstruction via Non-negative INR FactorizationSIAM Journal of Imaging Sciences (JSIS), 2025 Chaozhi Zhang Wenxiang Ding Roy Y. He Xiaoqun Zhang Qiaoqiao Ding 314 0 0 11 Mar 2025
Blind Video Super-Resolution based on Implicit Kernels Qiang Zhu Yuxuan Jiang Shuyuan Zhu Fan Zhang David Bull B. Zeng 823 1 0 10 Mar 2025
GNF: Gaussian Neural Fields for Multidimensional Signal Representation and Reconstruction Abdelaziz Bouzidi Hamid Laga Hazem Wannous Ferdous Sohel 3DGS 3DV 360 0 0 09 Mar 2025
UAR-NVC: A Unified AutoRegressive Framework for Memory-Efficient Neural Video Compression Jing Wang Wei Wei Gai Zhang Jun Zhu Lv Tang Li Zhang 300 2 0 04 Mar 2025
As Good as It KAN Get: High-Fidelity Audio Representation Patryk Marszałek Maciej Rut Piotr Kawa Przemysław Spurek P. Syga 389 1 0 04 Mar 2025
Lossy Neural Compression for Geospatial Analytics: A ReviewIEEE Geoscience and Remote Sensing Magazine (GRSM), 2025 Carlos Gomes Isabelle Wittmann Damien Robert Johannes Jakubik Tim Reichelt ... Romeo Kienzler Rania Briq Sabrina Benassou Michele Lazzarini C. Albrecht 392 7 0 03 Mar 2025
Towards Lossless Implicit Neural Representation via Bit Plane DecompositionComputer Vision and Pattern Recognition (CVPR), 2025 Woo Kyoung Han Byeonghun Lee Hyunmin Cho Sunghoon Im Kyong Hwan Jin MQ 914 0 0 28 Feb 2025
CANeRV: Content Adaptive Neural Representation for Video Compression Lv Tang Jun Zhu Xinfeng Zhang Li Zhang Siwei Ma Qingming Huang 414 1 0 10 Feb 2025
Fast Omni-Directional Image Super-Resolution: Adapting the Implicit Image Function with Pixel and Semantic-Wise Spherical Geometric PriorsAAAI Conference on Artificial Intelligence (AAAI), 2025 Xuelin Shen Longji Xu Silin Zheng Kang Xiao Wenhan Yang Xu Wang SupR 376 2 0 09 Feb 2025
Make the Fastest Faster: Importance Mask Synthesis for Interactive Volume Visualization using Reconstruction Neural NetworksIEEE Transactions on Visualization and Computer Graphics (TVCG), 2025 Jianxin Sun David Lenz Hongfeng Yu Tom Peterka 265 1 0 09 Feb 2025
Enhancing Implicit Neural Representations via Symmetric Power TransformationAAAI Conference on Artificial Intelligence (AAAI), 2024 Weixiang Zhang Shuzhao Xie Chengwei Ren Shijia Ge Mingzi Wang Zhi Wang 356 3 0 12 Dec 2024
Unicorn: Unified Neural Image Compression with One Number Reconstruction Qi Zheng Haozhi Wang Zihao Liu Jiaming Liu Peiye Liu ... YanHeng Lu Dimin Niu Jinjia Zhou Minge Jing Yibo Fan 255 2 0 11 Dec 2024
Implicit Neural Compression of Point Clouds Hongning Ruan Yulin Shao Qianqian Yang Liang Zhao Zhaoyang Zhang Dusit Niyato 3DPC 339 1 0 11 Dec 2024
Good, Cheap, and Fast: Overfitted Image Compression with Wasserstein DistortionComputer Vision and Pattern Recognition (CVPR), 2024 Jona Ballé Luca Versari Emilien Dupont Hyunjik Kim Matthias Bauer DiffM 481 4 0 30 Nov 2024
Superpixel-informed Implicit Neural Representation for Multi-Dimensional DataEuropean Conference on Computer Vision (ECCV), 2024 Jiayi Li Xile Zhao Jianli Wang Chao Wang Min Wang 276 4 0 18 Nov 2024
TSINR: Capturing Temporal Continuity via Implicit Neural Representations for Time Series Anomaly DetectionKnowledge Discovery and Data Mining (KDD), 2024 Mengxuan Li Ke Liu Hongyang Chen Jiajun Bu Hongwei Wang Haishuai Wang AI4TS 456 5 0 18 Nov 2024
MS-Glance: Bio-Insipred Non-semantic Context Vectors and their Applications in Supervising Image ReconstructionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Ziqi Gao Wendi Yang Yujia Li Lei Xing S. Kevin Zhou 237 0 0 31 Oct 2024
Predicting the Encoding Error of SIRENs Jeremy Vonderfecht Feng Liu AI4CE 217 5 0 29 Oct 2024
Inductive Gradient Adjustment For Spectral Bias In Implicit Neural Representations Kexuan Shi Hai Chen Leheng Zhang Shuhang Gu 239 4 0 17 Oct 2024
Stationary Velocity Fields on Matrix Groups for Deformable Image Registration Johannes Bostelmann Ole Gildemeister Jan Lellmann 140 1 0 14 Oct 2024
Streaming Neural ImagesInternational Conference on Information Photonics (ICIP), 2024 Marcos V. Conde Andy Bigos Radu Timofte 214 1 0 25 Sep 2024
Learning Transferable Features for Implicit Neural RepresentationsNeural Information Processing Systems (NeurIPS), 2024 Kushal Vyas Ahmed Imtiaz Humayun Aniket Dashpute Richard G. Baraniuk Ashok Veeraraghavan Guha Balakrishnan OOD 453 8 0 15 Sep 2024
NVRC: Neural Video Representation CompressionNeural Information Processing Systems (NeurIPS), 2024 Ho Man Kwan Ge Gao Fan Zhang Andrew Gower David Bull 170 15 0 11 Sep 2024
Lagrangian Hashing for Compressed Neural Field RepresentationsEuropean Conference on Computer Vision (ECCV), 2024 Shrisudhan Govindarajan Zeno Sambugaro Akhmedkhan Shabanov Towaki Takikawa Daniel Rebain Weiwei Sun Nicola Conci K. M. Yi Andrea Tagliasacchi 187 3 0 09 Sep 2024
PNVC: Towards Practical INR-based Video CompressionAAAI Conference on Artificial Intelligence (AAAI), 2024 Ge Gao Ho Man Kwan Fan Zhang David Bull 285 11 0 02 Sep 2024
Fast Point Cloud Geometry Compression with Context-based Residual Coding and INR-based RefinementEuropean Conference on Computer Vision (ECCV), 2024 Hao Xu Xi Zhang Xiaolin Wu 3DPC 293 7 0 06 Aug 2024
Latent-INR: A Flexible Framework for Implicit Representations of Videos with Discriminative SemanticsEuropean Conference on Computer Vision (ECCV), 2024 Shishira R. Maiya Anubhav Gupta M. Gwilliam Max Ehrlich Abhinav Shrivastava 171 6 1 05 Aug 2024
FINER++: Building a Family of Variable-periodic Functions for Activating Implicit Neural Representation Hao Zhu Zhen Liu Qi Zhang Jingde Fu Weibing Deng Zhan Ma Yanwen Guo Xun Cao 185 7 0 28 Jul 2024
Revisit Event Generation Model: Self-Supervised Learning of Event-to-Video Reconstruction with Implicit Neural Representations Yusheng Wang Yunfan Lu Lin Wang VGen BDL 277 5 0 26 Jul 2024
Towards the Spectral bias Alleviation by Normalizations in Coordinate Networks Zhicheng Cai Hao Zhu Qiu Shen Xinran Wang Xun Cao 297 6 0 25 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 250 3 0 22 Jul 2024
Neural topology optimization: the good, the bad, and the ugly Suryanarayanan Manoj Sanu Alejandro M. Aragon Miguel A. Bessa 226 6 0 19 Jul 2024