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Data Compression

Papers

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Showing 51–100 of 459 papers

TitleStatusHype
Towards Empirical Sandwich Bounds on the Rate-Distortion FunctionCode1
COIN: COmpression with Implicit Neural representationsCode1
TINC: Tree-structured Implicit Neural CompressionCode1
SSMF: Shifting Seasonal Matrix FactorizationCode1
Hopfield-Enhanced Deep Neural Networks for Artifact-Resilient Brain State DecodingCode1
Language Models Resist Alignment: Evidence From Data CompressionCode1
Memory Replay with Data Compression for Continual LearningCode1
Evaluating Large Language Models for Generalization and Robustness via Data CompressionCode1
Efficient Sparse Coding using Hierarchical Riemannian PursuitCode1
Lite Audio-Visual Speech EnhancementCode1
Fast and Multi-aspect Mining of Complex Time-stamped Event StreamsCode1
DCT-Former: Efficient Self-Attention with Discrete Cosine TransformCode1
Nonlinear optical encoding enabled by recurrent linear scatteringCode1
CLNet: Complex Input Lightweight Neural Network designed for Massive MIMO CSI FeedbackCode1
Convolutional Neural Network (CNN) to reduce construction loss in JPEG compression caused by Discrete Fourier Transform (DFT)Code1
DC-BENCH: Dataset Condensation BenchmarkCode1
Detecting Deepfakes with Metric LearningCode1
FrankenSplit: Efficient Neural Feature Compression with Shallow Variational Bottleneck Injection for Mobile Edge ComputingCode1
Entropy Law: The Story Behind Data Compression and LLM PerformanceCode1
Microshift: An Efficient Image Compression Algorithm for HardwareCode1
A Benchmark for Gaussian Splatting Compression and Quality Assessment StudyCode1
Analog vs. Digital Spatial Transforms: A Throughput, Power, and Area Comparison—0
Adaptive Sample-space & Adaptive Probability coding: a neural-network based approach for compression—0
Artificial Intelligence in the Creative Industries: A Review—0
Artificial Intelligence in Creative Industries: Advances Prior to 2025—0
An AI-based, Error-bounded Compression Scheme for High-frequency Power Quality Disturbance Data—0
4DAC: Learning Attribute Compression for Dynamic Point Clouds—0
Artificial general intelligence through recursive data compression and grounded reasoning: a position paper—0
Are Deep Sequence Classifiers Good at Non-Trivial Generalization?—0
A Multiparametric Class of Low-complexity Transforms for Image and Video Coding—0
A reconfigurable neural network ASIC for detector front-end data compression at the HL-LHC—0
A Quick Review on Recent Trends in 3D Point Cloud Data Compression Techniques and the Challenges of Direct Processing in 3D Compressed Domain—0
Anytime 3D Object Reconstruction using Multi-modal Variational Autoencoder—0
Active Training of Physics-Informed Neural Networks to Aggregate and Interpolate Parametric Solutions to the Navier-Stokes Equations—0
Compressive Sensing of Sparse Tensors—0
Approximating Human-Like Few-shot Learning with GPT-based Compression—0
Application of Tensorized Neural Networks for Cloud Classification—0
A method based on Generative Adversarial Networks for disentangling physical and chemical properties of stars in astronomical spectra—0
A color temperature-based high-speed decolorization: an empirical approach for tone mapping applications—0
A Periodicity-based Parallel Time Series Prediction Algorithm in Cloud Computing Environments—0
3LC: Lightweight and Effective Traffic Compression for Distributed Machine Learning—0
Lossy Neural Compression for Geospatial Analytics: A Review—0
APack: Off-Chip, Lossless Data Compression for Efficient Deep Learning Inference—0
A Novel Sequential Coreset Method for Gradient Descent Algorithms—0
A Low-Complexity Approach to Rate-Distortion Optimized Variable Bit-Rate Compression for Split DNN Computing—0
A Novel Chaotic Uniform Quantizer for Speech Coding—0
AccEPT: An Acceleration Scheme for Speeding Up Edge Pipeline-parallel Training—0
A novel asymmetrical autoencoder with a sparsifying discrete cosine Stockwell transform layer for gearbox sensor data compression—0
Communication-Efficient Large-Scale Distributed Deep Learning: A Comprehensive Survey—0
Compressive dual-comb spectroscopy—0
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