Lossless Data Compression

Ask about this topic

Latest papers

CardsList

29 papers7 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

  1. Greedy Byte-Pair Encoding Achieves at Least 0.361 of the Optimal Compression

    Nov 5, 2026Kundan Baliga, Aiden Xie, Aditya ByjuByte-Pair EncodingLossless Data Compression

    University of Illinois Urbana-Champaign · Georgia Institute of Technology

  2. 8 Bits to End the Loudness War: Lossless Floating-Point Compression for Audio Streams

    Oct 31, 2026Ali HeydariLossless Data Compression

    Department of Computer Engineering, Sharif University of Technology

  3. Inter-Frame Predictive Contour Coding for Semantic Map Compression

    Oct 29, 2026Runyu Yang, Hyomin Choi, Fabien Racapé +1Lossless Data Compression

    Simon Fraser University Burnaby, BC, Canada · InterDigital AI Lab Los Altos, CA, USA

  4. WaveLLM: Wavelet-Domain LLM Entropy Modeling for Lossless Image Compression

    Oct 15, 2026Yue Yu, Bowei Kang, Changsheng Gao +2Entropy ModelingLossless Data Compression

    University of Science and Technology of China, Hefei, China · MOE Key Laboratory of Brain-Inspired Intelligent Perception and Cognition, University of Science and Technology of China, Hefei, China · Nanyang Technological University, Singapore, Singapore +2

  5. LCT: Losslessly Compressed Tensors with GPU friendly execution for Training

    Oct 15, 2026Max Zhu, Bohang Sun, Pietro Lio +1Memory CompressionMemory-Efficient Training

    University of Cambridge · University of Oxford

  6. Quantizer Redundancy and Exact Index Recoding in a Frozen Neural Audio Codec

    Oct 14, 2026Youssef HemimyLossless Data CompressionNeural Audio Codecs

    St. Thomas University, Miami Gardens, Florida, USA

  7. ULPack: Reference-Conditioned Lossless Compression of Checkpoint Trajectories

    Oct 9, 2026Aniket Srinivasan AshokLossless Data CompressionEntropy Coding

    University of Waterloo

  8. NeuralZip: Reusable Setup for Fast Lossless Compression

    Oct 7, 2026Martín Bravo, Samuel Horváth, Gonzalo Navarro +1Structured Neural Network CompressionLossless Data Compression

    Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, UAE · Department of Computer Science, University of Chile, Santiago, Chile · National Center for Artificial Intelligence (CENIA), Santiago, Chile

  9. HyperZip: Efficient Data Compression through Personalized Diffusion LLMs with Hypernetworks

    Sep 28, 2026Thai Nguyen, Khang Tran, NhatHai PhanDiffusion Language Model InferenceDiffusion Language Models

    New Jersey Institute of Technology

  10. Diffuse to Compress: Leveraging Diffusion LMs for Lossless Compression

    Aug 4, 2026Angelo Nardone, Paolo FerraginaDiffusion Language Model InferenceDiffusion Language Models

    University of Pisa, Department of Computer Science, Pisa, Italy · Scuola Superiore Sant’Anna, Pisa, Italy

  11. Token-Native Storage: Read and Write in your Agent's Language

    Aug 3, 2026Kumar ShivenduLossless Data CompressionByte-Pair Encoding

    Qdrant

  12. Lossless Tensor Compression as Program Synthesis

    Aug 3, 2026Jieke Shi, Junda He, Wenjia Jiang +11Model CompressionProgram Synthesis

    James · Singapore Management University, Singapore · CSIRO, Australia +3

  13. LLM-based Source Code Compression via Thresholded Symbol Ranking

    Jul 27, 2026Angelo Nardone, Paolo FerraginaLossless Data Compression

    University of Pisa, Department of Computer Science, Pisa, Italy · Scuola Superiore Sant’Anna, Pisa, Italy

  14. LUMI: Tokenizer-Agnostic LLM-Based Lossless Image Compression

    Jul 9, 2026Chris Xing Tian, Chengkai Wu, Ziyu Wang +6Learned Image CompressionLossless Data Compression

    Peng Cheng Laboratory, Shenzhen, China · Department of Electrical Engineering, City University of Hong Kong, Hong Kong SAR · Department of Computer Science, City University of Hong Kong, Hong Kong SAR +1

  15. Quantifying the Impact of Lossy Compression on Neural Generative Surrogate Modeling

    Jun 14, 2026Zhimin Li, Harshitha Menon, Charles Jekel +2Neural Surrogate ModelingSurrogate Modeling

    Department of Computer Science Vanderbilt University Nashville, United States · Center for Applied Scientific Computing Lawrence Livermore National Laboratory Livermore, United States · Computational Engineering Division Lawrence Livermore National Laboratory Livermore, United States +1

  16. SplitZip: Ultra Fast Lossless KV Compression for Disaggregated LLM Serving

    May 3, 2026Yipin Guo, Siddharth JoshiKV-Cache CompressionLLM Serving

    University of Notre Dame IN, USA

  17. ZipCCL: Efficient Lossless Data Compression of Communication Collectives for Accelerating LLM Training

    Apr 30, 2026Wenxiang Lin, Xinglin Pan, Ruibo Fan +2Communication-Efficient Distributed TrainingLossless Data Compression

    Harbin Institute of Technology, Shenzhen, China · The Hong Kong University of Science and Technology (Guangzhou), China · The Hong Kong University of Science and Technology, Hong Kong SAR

  18. Lossless Compression via Chained Lightweight Neural Predictors with Information Inheritance

    Apr 16, 2026Yuriy Kim, Evgeny BelyaevPredictive CodingLossless Data Compression

    ITMO University, Saint-Petersburg, Russia

  19. StateSMix: Online Lossless Compression via Mamba State Space Models and Sparse N-gram Context Mixing

    Apr 5, 2026Roberto TacconelliLossless Data CompressionState Space Models

    Independent Researcher

  20. NeuralLVC: Neural Lossless Video Compression via Masked Diffusion with Temporal Conditioning

    Apr 3, 2026Tiberio Uricchio, Marco BertiniMasked Diffusion ModelsNeural Video Compression

    University of Pisa · Pisa, Italy · Università degli Studi di Firenze +1

  21. Probabilistic Language Tries: A Unified Framework for Compression, Decision Policies, and Execution Reuse

    Mar 29, 2026Gregory MagarshakLossless Data CompressionLLM Inference Acceleration

  22. Lossless Prompt Compression via Dictionary-Encoding and In-Context Learning: Enabling Cost-Effective LLM Analysis of Repetitive Data

    Mar 19, 2026Andresa Rodrigues de Campos, David Lee, Imry Kissos +1Lossless Data CompressionLLM Compression

    Amazon.com.

  23. Benchmarking Language Modeling for Lossless Compression of Full-Fidelity Audio

    Mar 9, 2026Phillip Long, Zachary Novack, Chris DonahueLossless Data CompressionByte-Level Language Model

    University of California, San Diego, Computer Science and Engineering Department · Carnegie Mellon University, School of Computer Science

  24. Micro-Diffusion Compression - Binary Tree Tweedie Denoising for Online Probability Estimation

    Mar 9, 2026Roberto TacconelliLossless Data CompressionProbability Calibration

    Independent Researcher

  25. Frequency-Ordered Tokenization for Better Text Compression

    Feb 26, 2026Maximilian KalcherLossless Data CompressionTokenization

  26. OmniZip: Learning a Unified and Lightweight Lossless Compressor for Multi-Modal Data

    Feb 25, 2026Yan Zhao, Zhengxue Cheng, Junxuan Zhang +4Lossless Data CompressionUnified Multimodal Models

    Shanghai Jiao Tong University · Ant Group

  27. Nacrith: Neural Lossless Compression via Ensemble Context Modeling and High-Precision CDF Coding

    Feb 23, 2026Roberto TacconelliLossless Data CompressionEntropy Coding

    Independent Researcher

  28. Quad Length Codes for Lossless Compression of e4m3

    Feb 19, 2026Aditya Agrawal, Albert Magyar, Hiteshwar Eswaraiah +5Lossless Data CompressionEntropy Coding

    Google LLC

  29. Application based Evaluation of an Efficient Spike-Encoder, "Spiketrum"

    May 24, 2024MHD Anas Alsakkal, Runze Wang, Jayawan Wijekoon +1Lossless Data CompressionSpike-Based Signal Encoding

    Department of Electrical and Electronic Engineering, The University of Manchester, Manchester, UK. · State Key Lab of Brain-Machine Intelligence, College of Computer Science and Technology, Zhejiang University, Hangzhou, China.