Implicit Neural Representations for Image Compression

8 December 2021

Luc van Gool

Papers citing "Implicit Neural Representations for Image Compression"

33 / 33 papers shown

Title
Towards Lossless Implicit Neural Representation via Bit Plane Decomposition Woo Kyoung Han Byeonghun Lee Hyunmin Cho Sunghoon Im Kyong Hwan Jin MQ 147 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 72 1 0 10 Feb 2025
Enhancing Implicit Neural Representations via Symmetric Power Transformation Weixiang Zhang Shuzhao Xie Chengwei Ren Shijia Ge Mingzi Wang Zhi Wang 79 2 0 12 Dec 2024
Good, Cheap, and Fast: Overfitted Image Compression with Wasserstein Distortion Jona Ballé Luca Versari Emilien Dupont Hyunjik Kim Matthias Bauer DiffM 91 1 0 30 Nov 2024
TSINR: Capturing Temporal Continuity via Implicit Neural Representations for Time Series Anomaly Detection Mengxuan Li Ke Liu Hongyang Chen Jiajun Bu Hongwei Wang Haishuai Wang AI4TS 96 1 0 18 Nov 2024
Streaming Neural Images Marcos V. Conde Andy Bigos Radu Timofte 36 0 0 25 Sep 2024
Learning Transferable Features for Implicit Neural Representations Kushal Vyas Ahmed Imtiaz Humayun Aniket Dashpute Richard G. Baraniuk Ashok Veeraraghavan Guha Balakrishnan OOD 99 1 0 15 Sep 2024
NVRC: Neural Video Representation Compression Ho Man Kwan Ge Gao Fan Zhang Andrew Gower David Bull 28 11 0 11 Sep 2024
Fast Point Cloud Geometry Compression with Context-based Residual Coding and INR-based Refinement Hao Xu Xi Zhang Xiaolin Wu 3DPC 34 1 0 06 Aug 2024
Revisit Event Generation Model: Self-Supervised Learning of Event-to-Video Reconstruction with Implicit Neural Representations Zipeng Wang Yunfan Lu Lin Wang VGen BDL 44 2 0 26 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 48 2 0 22 Jul 2024
Neural Poisson Solver: A Universal and Continuous Framework for Natural Signal Blending Delong Wu Hao Zhu Qi Zhang You Li Zhan Ma X. Cao 28 0 0 11 Jul 2024
SketchINR: A First Look into Sketches as Implicit Neural Representations Hmrishav Bandyopadhyay A. Bhunia Pinaki Nath Chowdhury Aneeshan Sain Tao Xiang Timothy M. Hospedales Yi-Zhe Song SSL 26 9 0 14 Mar 2024
A Novel Implicit Neural Representation for Volume Data Armin Sheibanifard Hongchuan Yu 37 5 0 13 Mar 2024
Learning A Physical-aware Diffusion Model Based on Transformer for Underwater Image Enhancement Chen Zhao Chenyu Dong Weiling Cai 43 11 0 03 Mar 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 36 15 0 28 Feb 2024
C3: High-performance and low-complexity neural compression from a single image or video Hyunjik Kim Matthias Bauer Lucas Theis Jonathan Richard Schwarz Emilien Dupont VGen 25 23 0 05 Dec 2023
Exploiting Multiple Priors for Neural 3D Indoor Reconstruction Federico Lincetto Gianluca Agresti Mattia Rossi Pietro Zanuttigh 3DV 24 1 0 13 Sep 2023
Implicit Neural Multiple Description for DNA-based data storage T. Le Xavier Pic Jeremy Mateos Marc Antonini 25 2 0 13 Sep 2023
Learning Kernel-Modulated Neural Representation for Efficient Light Field Compression Jinglei Shi Yihong Xu C. Guillemot 21 6 0 12 Jul 2023
Joint Hierarchical Priors and Adaptive Spatial Resolution for Efficient Neural Image Compression Ahmed Ghorbel W. Hamidouche L. Morin 33 0 0 05 Jul 2023
Siamese SIREN: Audio Compression with Implicit Neural Representations Luca A. Lanzendörfer Roger Wattenhofer 29 9 0 22 Jun 2023
DNeRV: Modeling Inherent Dynamics via Difference Neural Representation for Videos Qi Zhao M. Salman Asif Zhan Ma 26 31 0 13 Apr 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
Hypernetworks build Implicit Neural Representations of Sounds Filip Szatkowski Karol J. Piczak Przemtslaw Spurek Jacek Tabor Tomasz Trzciñski 24 11 0 09 Feb 2023
Spatial Functa: Scaling Functa to ImageNet Classification and Generation Matthias Bauer Emilien Dupont Andy Brock Dan Rosenbaum Jonathan Richard Schwarz Hyunjik Kim DiffM 36 35 0 06 Feb 2023
Modality-Agnostic Variational Compression of Implicit Neural Representations Jonathan Richard Schwarz Jihoon Tack Yee Whye Teh Jaeho Lee Jinwoo Shin 34 25 0 23 Jan 2023
NIRVANA: Neural Implicit Representations of Videos with Adaptive Networks and Autoregressive Patch-wise Modeling Shishira R. Maiya Sharath Girish Max Ehrlich Hanyu Wang Kwot Sin Lee Patrick Poirson Pengxiang Wu Chen Wang Abhinav Shrivastava VGen 47 40 0 30 Dec 2022
Advancing Learned Video Compression with In-loop Frame Prediction Ren Yang Radu Timofte Luc Van Gool 21 26 0 13 Nov 2022
SINCO: A Novel structural regularizer for image compression using implicit neural representations Harry Gao Weijie Gan Zhixin Sun Ulugbek S. Kamilov AI4CE 27 3 0 26 Oct 2022
Implicit Neural Video Compression Yunfan Zhang T. V. Rozendaal Johann Brehmer Markus Nagel Taco S. Cohen 49 57 0 21 Dec 2021
3D Scene Compression through Entropy Penalized Neural Representation Functions Thomas Bird Johannes Ballé Saurabh Singh P. Chou 38 30 0 26 Apr 2021
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 347 11,684 0 09 Mar 2017