Compression with Bayesian Implicit Neural Representations

Compression with Bayesian Implicit Neural Representations

30 May 2023

Zongyu Guo

Gergely Flamich

Jiajun He

José Miguel Hernández-Lobato

Papers citing "Compression with Bayesian Implicit Neural Representations"

15 / 15 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
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
Fast Training of Sinusoidal Neural Fields via Scaling Initialization Taesun Yeom Sangyoon Lee Jaeho Lee 55 2 0 07 Oct 2024
NVRC: Neural Video Representation Compression Ho Man Kwan Ge Gao Fan Zhang Andrew Gower David Bull 28 11 0 11 Sep 2024
High Frequency Matters: Uncertainty Guided Image Compression with Wavelet Diffusion Juan Song Jiaxiang He Mingtao Feng Keyan Wang Yunsong Li DiffM 46 4 0 17 Jul 2024
Accelerating Relative Entropy Coding with Space Partitioning Jiajun He Gergely Flamich José Miguel Hernández-Lobato 28 1 0 20 May 2024
Some Notes on the Sample Complexity of Approximate Channel Simulation Gergely Flamich Lennie Wells 32 3 0 07 May 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 22 23 0 05 Dec 2023
Meta-Learning Sparse Compression Networks Jonathan Richard Schwarz Yee Whye Teh 56 25 0 18 May 2022
COIN++: Neural Compression Across Modalities Emilien Dupont H. Loya Milad Alizadeh Adam Goliñski Yee Whye Teh Arnaud Doucet 53 82 0 30 Jan 2022
Algorithms for the Communication of Samples Lucas Theis Noureldin Yosri 50 40 0 25 Oct 2021
3D Scene Compression through Entropy Penalized Neural Representation Functions Thomas Bird Johannes Ballé Saurabh Singh P. Chou 38 30 0 26 Apr 2021
On the advantages of stochastic encoders Lucas Theis E. Agustsson 49 44 0 18 Feb 2021
Probabilistic Model-Agnostic Meta-Learning Chelsea Finn Kelvin Xu Sergey Levine BDL 173 666 0 07 Jun 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 338 11,684 0 09 Mar 2017