Cover Image

Seeing Delta Parameters as JPEG Images: Data-Free Delta Compression with Discrete Cosine Transform

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Huang, Chenyu, Ye, Peng, Wang, Xiaohui, Zheng, Shenghe, Qi, Biqing, Bai, Lei, Ouyang, Wanli, Chen, Tao
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Machine Learning Image and Video Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Dynamic Base model Shift for Delta Compression
by: Huang, Chenyu, et al.
Published: (2025)

Breaking the Compression Ceiling: Data-Free Pipeline for Ultra-Efficient Delta Compression
by: Wang, Xiaohui, et al.
Published: (2025)

Delta-ICM: Entropy Modeling with Delta Function for Learned Image Compression
by: Shindo, Takahiro, et al.
Published: (2024)

JDEC: JPEG Decoding via Enhanced Continuous Cosine Coefficients
by: Han, Woo Kyoung, et al.
Published: (2024)

Weyl-Heisenberg Transform Capabilities in JPEG Compression Standard
by: Asiryan, V., et al.
Published: (2025)

JPEG Quantized Coefficient Recovery via DCT Domain Spatial-Frequential Transformer
by: Ouyang, Mingyu, et al.
Published: (2023)

An Overview of the JPEG AI Learning-Based Image Coding Standard
by: Esenlik, Semih, et al.
Published: (2025)

Overview of Variable Rate Coding in JPEG AI
by: Jia, Panqi, et al.
Published: (2025)

Convolutional Transformer-Based Image Compression
by: Arezki, Bouzid, et al.
Published: (2024)

Transformer-based Learned Image Compression for Joint Decoding and Denoising
by: Chen, Yi-Hsin, et al.
Published: (2024)

Neural Network Assisted Lifting Steps For Improved Fully Scalable Lossy Image Compression in JPEG 2000
by: Li, Xinyue, et al.
Published: (2024)

Dual JPEG Compatibility: a Reliable and Explainable Tool for Image Forensics
by: Levecque, Etienne, et al.
Published: (2024)

Assessing objective quality metrics for JPEG and MPEG point cloud coding
by: Lazzarotto, Davi, et al.
Published: (2024)

Need for Speed: A Comprehensive Benchmark of JPEG Decoders in Python
by: Iglovikov, Vladimir
Published: (2025)

TransVFC: A Transformable Video Feature Compression Framework for Machines
by: Sun, Yuxiao, et al.
Published: (2025)

Deep Unfolding-Aided Parameter Tuning for Plug-and-Play-Based Video Snapshot Compressive Imaging
by: Matsuda, Takashi, et al.
Published: (2024)

OAPT: Offset-Aware Partition Transformer for Double JPEG Artifacts Removal
by: Mo, Qiao, et al.
Published: (2024)

Enhanced Digital Halftoning via Weighted Sigma-Delta Modulation
by: Krahmer, Felix, et al.
Published: (2022)

Subjective performance evaluation of bitrate allocation strategies for MPEG and JPEG Pleno point cloud compression
by: Lazzarotto, Davi, et al.
Published: (2024)

Latent Space Single-Pixel Imaging Under Low-Sampling Conditions
by: Yuan, Chenyu
Published: (2025)

Region-Adaptive Transform with Segmentation Prior for Image Compression
by: Liu, Yuxi, et al.
Published: (2024)

Exploring Autoregressive Vision Foundation Models for Image Compression
by: Phung, Huu-Tai, et al.
Published: (2025)

Parameter-Efficient Instance-Adaptive Neural Video Compression
by: Yang, Hyunmo, et al.
Published: (2024)

Lightweight Super Resolution-enabled Coding Model for the JPEG Pleno Learning-based Point Cloud Coding Standard
by: Guarda, André F. R., et al.
Published: (2026)

MaskCRT: Masked Conditional Residual Transformer for Learned Video Compression
by: Chen, Yi-Hsin, et al.
Published: (2023)

LiDAR Depth Map Guided Image Compression Model
by: Gnutti, Alessandro, et al.
Published: (2024)

A Survey on Medical Image Compression: From Traditional to Learning-Based Approaches
by: Tong, Guofeng, et al.
Published: (2025)

Recompression Based JPEG Tamper Detection and Localization Using Deep Neural Network Eliminating Compression Factor Dependency
by: Bakas, Jamimamul, et al.
Published: (2024)

Optimization of Fractal Image Compression
by: Bagheritabar, Nastaran Pourshab Mohsen
Published: (2025)

Diffusion-OAMP for Joint Image Compression and Wireless Transmission
by: Hou, Wentao, et al.
Published: (2026)

Enhanced Quality Aware-Scalable Underwater Image Compression
by: Zhu, Linwei, et al.
Published: (2025)

On the Adversarial Robustness of Learning-based Image Compression Against Rate-Distortion Attacks
by: Wu, Chenhao, et al.
Published: (2024)

Is JPEG AI going to change image forensics?
by: Cannas, Edoardo Daniele, et al.
Published: (2024)

Semantics-Guided Generative Image Compression
by: Wu, Cheng-Lin, et al.
Published: (2025)

Compressive Sensing Photoacoustic Imaging Receiver with Matrix-Vector-Multiplication SAR ADC
by: Liao, Huan-Cheng, et al.
Published: (2025)

Bjøntegaard Delta (BD): A Tutorial Overview of the Metric, Evolution, Challenges, and Recommendations
by: Barman, Nabajeet, et al.
Published: (2024)

Structured Pruning and Quantization for Learned Image Compression
by: Hossain, Md Adnan Faisal, et al.
Published: (2025)

Attack and Defense Analysis of Learned Image Compression
by: Zhu, Tianyu, et al.
Published: (2024)

Image Compression with Isotropic and Anisotropic Shepard Inpainting
by: Mohideen, Rahul Mohideen Kaja, et al.
Published: (2024)

Diffusion Probabilistic Models for Compressive SAR Imaging
by: Pappas, Odysseas, et al.
Published: (2025)