Implicit Neural Video Compression

21 December 2021

Papers citing "Implicit Neural Video Compression"

43 / 43 papers shown

Title
Efficient Implicit Neural Compression of Point Clouds via Learnable Activation in Latent Space Yichi Zhang Qianqian Yang 3DPC AI4CE 29 0 0 20 Apr 2025
CANeRV: Content Adaptive Neural Representation for Video Compression Lv Tang Jun Zhu Xinfeng Zhang L. Zhang Siwei Ma Qingming Huang 60 1 0 10 Feb 2025
Predicting the Encoding Error of SIRENs Jeremy Vonderfecht Feng Liu AI4CE 38 3 0 29 Oct 2024
Learning Transferable Features for Implicit Neural Representations Kushal Vyas Ahmed Imtiaz Humayun Aniket Dashpute Richard G. Baraniuk Ashok Veeraraghavan Guha Balakrishnan OOD 60 1 0 15 Sep 2024
NVRC: Neural Video Representation Compression Ho Man Kwan Ge Gao Fan Zhang Andrew Gower David Bull 18 11 0 11 Sep 2024
PNVC: Towards Practical INR-based Video Compression Ge Gao Ho Man Kwan Fan Zhang David Bull 21 6 0 02 Sep 2024
Implicit Neural Representation For Accurate CFD Flow Field Prediction L. D. Vito Nils Pinnau Simone Dey AI4CE 35 1 0 12 Aug 2024
Towards the Spectral bias Alleviation by Normalizations in Coordinate Networks Zhicheng Cai Hao Zhu Qiu Shen Xinran Wang Xun Cao 19 0 0 25 Jul 2024
MNeRV: A Multilayer Neural Representation for Videos Qingling Chang Haohui Yu Shuxuan Fu Zhiqiang Zeng Chuangquan Chen 23 0 0 10 Jul 2024
Survey on Visual Signal Coding and Processing with Generative Models: Technologies, Standards and Optimization Zhibo Chen Heming Sun Li Zhang Fan Zhang 38 3 0 23 May 2024
Low-Latency Neural Stereo Streaming Qiqi Hou Farzad Farhadzadeh Amir Said Guillaume Sautière Hoang Le 31 2 0 26 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 27 15 0 28 Feb 2024
Distributed Radiance Fields for Edge Video Compression and Metaverse Integration in Autonomous Driving Eugen Šlapak Matús Dopiriak Mohammad Abdullah Al Faruque Juraj Gazda Marco Levorato VGen 24 1 0 22 Feb 2024
Robustly overfitting latents for flexible neural image compression Yura Perugachi-Diaz Arwin Gansekoele S. Bhulai 20 1 0 31 Jan 2024
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 26 2 0 20 Dec 2023
MoEC: Mixture of Experts Implicit Neural Compression Jianchen Zhao Cheng-Ching Tseng Ming Lu Ruichuan An Xiaobao Wei He Sun Shanghang Zhang 10 3 0 03 Dec 2023
Implicit-explicit Integrated Representations for Multi-view Video Compression Chen Zhu Guo Lu Bing He Rong Xie Li-Na Song 18 3 0 29 Nov 2023
NeuRBF: A Neural Fields Representation with Adaptive Radial Basis Functions Z. Chen Zhong Li Liangchen Song Lele Chen Jingyi Yu Junsong Yuan Yinghao Xu 19 57 0 27 Sep 2023
Rapid-INR: Storage Efficient CPU-free DNN Training Using Implicit Neural Representation Han-Chen Chen Hang Yang Stephen BR Fitzmeyer Cong Hao 12 2 0 29 Jun 2023
Regularize implicit neural representation by itself Zhemin Li Hongxia Wang Deyu Meng 20 9 0 27 Mar 2023
Towards Scalable Neural Representation for Diverse Videos Bo He Xitong Yang Hanyu Wang Zuxuan Wu Hao Chen Shuaiyi Huang Yixuan Ren Ser-Nam Lim Abhinav Shrivastava 44 40 0 24 Mar 2023
Implicit Neural Representation for Cooperative Low-light Image Enhancement Shuzhou Yang Moxuan Ding Yanmin Wu Zihan Li Jian Zhang 23 78 0 21 Mar 2023
Scene Matters: Model-based Deep Video Compression Lv Tang Xinfeng Zhang Gai Zhang Xiaoqi Ma 10 8 0 08 Mar 2023
Deep Learning on Implicit Neural Representations of Shapes Luca de Luigi Adriano Cardace Riccardo Spezialetti Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 6 46 0 10 Feb 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 34 40 0 30 Dec 2022
FFNeRV: Flow-Guided Frame-Wise Neural Representations for Videos J. Lee Daniel Rho J. Ko Eunbyung Park 20 43 0 23 Dec 2022
Neural Fourier Filter Bank Zhijie Wu Yuhe Jin K. M. Yi 11 26 0 04 Dec 2022
Rethinking Implicit Neural Representations for Vision Learners Yiran Song Qianyu Zhou Lizhuang Ma 6 7 0 22 Nov 2022
Signal Processing for Implicit Neural Representations Dejia Xu Peihao Wang Yifan Jiang Zhiwen Fan Zhangyang Wang 16 37 0 17 Oct 2022
Scalable Neural Video Representations with Learnable Positional Features Subin Kim Sihyun Yu Jaeho Lee Jinwoo Shin 16 35 0 13 Oct 2022
Frame Interpolation for Dynamic Scenes with Implicit Flow Encoding Pedro Figueiredo Avinash Paliwal N. Kalantari 24 6 0 27 Sep 2022
On Quantizing Implicit Neural Representations Cameron Gordon Shin-Fang Chng L. MacDonald Simon Lucey MQ 10 18 0 01 Sep 2022
MobileCodec: Neural Inter-frame Video Compression on Mobile Devices H. Le Liang Zhang A. Said Guillaume Sautière Yang Yang Pranav Shrestha Fei Yin Reza Pourreza Auke Wiggers 12 30 0 18 Jul 2022
E-NeRV: Expedite Neural Video Representation with Disentangled Spatial-Temporal Context Zizhang Li Mengmeng Wang Huaijin Pi Kechun Xu Jianbiao Mei Yong Liu 16 70 0 17 Jul 2022
Optical Flow Regularization of Implicit Neural Representations for Video Frame Interpolation Weihao Zhuang T. Hascoet R. Takashima T. Takiguchi 6 3 0 22 Jun 2022
Variable Bitrate Neural Fields Towaki Takikawa Alex Evans Jonathan Tremblay Thomas Müller M. McGuire Alec Jacobson Sanja Fidler 28 127 0 15 Jun 2022
Meta-Learning Sparse Compression Networks Jonathan Richard Schwarz Yee Whye Teh 49 25 0 18 May 2022
Unified Implicit Neural Stylization Zhiwen Fan Yifan Jiang Peihao Wang Xinyu Gong Dejia Xu Zhangyang Wang 26 68 0 05 Apr 2022
COIN++: Neural Compression Across Modalities Emilien Dupont H. Loya Milad Alizadeh Adam Goliñski Yee Whye Teh Arnaud Doucet 42 80 0 30 Jan 2022
From data to functa: Your data point is a function and you can treat it like one Emilien Dupont Hyunjik Kim S. M. Ali Eslami Danilo Jimenez Rezende Dan Rosenbaum TDI 3DPC 162 136 0 28 Jan 2022
Neural Residual Flow Fields for Efficient Video Representations Daniel Rho Ju-Hee Cho J. Ko Eunbyung Park 14 21 0 12 Jan 2022
Instance-Adaptive Video Compression: Improving Neural Codecs by Training on the Test Set T. V. Rozendaal Johann Brehmer Yunfan Zhang Reza Pourreza Auke Wiggers Taco S. Cohen 32 24 0 19 Nov 2021
Local Implicit Grid Representations for 3D Scenes C. Jiang Avneesh Sud A. Makadia Jingwei Huang Matthias Nießner Thomas Funkhouser 3DPC 214 556 0 19 Mar 2020