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Image Compression

Image Compression is an application of data compression for digital images to lower their storage and/or transmission requirements.

Source: Variable Rate Deep Image Compression With a Conditional Autoencoder

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 221–230 of 1008 papers

Title	Date	Tasks	Status	Hype	Score
Context-adaptive neural network based prediction for image compression	Jul 17, 2018	DecoderImage Compression	CodeCode Available	0	5
JPD-SE: High-Level Semantics for Joint Perception-Distortion Enhancement in Image Compression	May 24, 2020	Image Compression	CodeCode Available	0	5
JPEG Inspired Deep Learning	Oct 9, 2024	Deep LearningFine-Grained Image Classification	CodeCode Available	0	5
ABC: Adaptive BayesNet Structure Learning for Computational Scalable Multi-task Image Compression	Jun 18, 2025	Image Compression	CodeCode Available	0	5
Perception-Oriented Latent Coding for High-Performance Compressed Domain Semantic Inference	Jul 2, 2025	Image ClassificationImage Compression	CodeCode Available	0	5
Intrinsic Image Transfer for Illumination Manipulation	Jul 1, 2021	Image CompressionImage Enhancement	CodeCode Available	0	5
Analysis of the Effect of Low-Overhead Lossy Image Compression on the Performance of Visual Crowd Counting for Smart City Applications	Jul 20, 2022	Crowd CountingImage Compression	CodeCode Available	0	5
Deep Generative Models for Distribution-Preserving Lossy Compression	May 28, 2018	Image CompressionImage Generation	CodeCode Available	0	5
A Learned Pixel-by-Pixel Lossless Image Compression Method with 59K Parameters and Parallel Decoding	Dec 2, 2022	DecoderGPU	CodeCode Available	0	5
Improving Statistical Fidelity for Neural Image Compression with Implicit Local Likelihood Models	Jan 26, 2023	Image CompressionMS-SSIM	CodeCode Available	0	5

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All datasets kodak ImageNet32 BSDS500 Caltech101 Cars-196 CIFAR-10 FER2013 Food-101 Oxford-IIIT Pet Dataset PCam STL-10

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	STF	BD-Rate over VTM-17.0	-2.48	—	Unverified
2	WACNN	BD-Rate over VTM-17.0	-2.95	—	Unverified
3	ELIC	BD-Rate over VTM-17.0	-5.95	—	Unverified
4	MLIC	BD-Rate over VTM-17.0	-8.05	—	Unverified
5	SegPIC	BD-Rate over VTM-17.0	-8.18	—	Unverified
6	LIC-TCM Large	BD-Rate over VTM-17.0	-10.14	—	Unverified
7	MLIC+	BD-Rate over VTM-17.0	-11.39	—	Unverified
8	MLIC++	BD-Rate over VTM-17.0	-13.39	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	PNG	bpsp	6.42	—	Unverified
2	JPEG2000	bpsp	6.35	—	Unverified
3	L3C	bpsp	4.76	—	Unverified
4	MS-PixelCNN	bpsp	3.95	—	Unverified
5	iFlow	bpsp	3.88	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RK-CCSNet	Average PSNR	30.51	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Lossyless Compressor	Bit rate	1,340	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Lossyless Compressor	Bit rate	1,470	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Lossyless Compressor	Bit rate	1,410	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SUDHEER	10%	1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Lossyless Compressor	Bit rate	1,270	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Lossyless Compressor	Bit rate	1,210	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Lossyless Compressor	Bit rate	1,490	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Lossyless Compressor	Bit rate	1,340	—	Unverified