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Data Compression

Papers

Showing 201250 of 459 papers

TitleStatusHype
FFCA-Net: Stereo Image Compression via Fast Cascade Alignment of Side Information0
On Robust Wasserstein Barycenter: The Model and Algorithm0
IntraSeismic: a coordinate-based learning approach to seismic inversion0
Towards Neuromorphic Compression based Neural Sensing for Next-Generation Wireless Implantable Brain Machine Interface0
Explainable Trajectory Representation through Dictionary Learning0
Communication Cost Reduction for Subgraph Counting under Local Differential Privacy via Hash FunctionsCode0
Variational Auto-Encoder Based Deep Learning Technique For Filling Gaps in Reacting PIV Data0
MoEC: Mixture of Experts Implicit Neural Compression0
Learning from similar systems and online data-driven LQR using iterative randomised data compression0
Convolve and Conquer: Data Comparison with Wiener FiltersCode0
AccEPT: An Acceleration Scheme for Speeding Up Edge Pipeline-parallel Training0
Blurry Video Compression: A Trade-off between Visual Enhancement and Data Compression0
Fast Machine Learning Method with Vector Embedding on Orthonormal Basis and Spectral TransformCode0
SimBIG: Field-level Simulation-Based Inference of Galaxy Clustering0
Fast 2D Bicephalous Convolutional Autoencoder for Compressing 3D Time Projection Chamber DataCode0
Mirage: Model-Agnostic Graph Distillation for Graph ClassificationCode0
A novel asymmetrical autoencoder with a sparsifying discrete cosine Stockwell transform layer for gearbox sensor data compression0
ECNR: Efficient Compressive Neural Representation of Time-Varying Volumetric Datasets0
Context-Aware Neural Video Compression on Solar Dynamics Observatory0
Does Video Summarization Require Videos? Quantifying the Effectiveness of Language in Video Summarization0
Electroencephalogram Sensor Data Compression Using An Asymmetrical Sparse Autoencoder With A Discrete Cosine Transform Layer0
Bandwidth-efficient Inference for Neural Image Compression0
SymED: Adaptive and Online Symbolic Representation of Data on the Edge0
Streaming Compression of Scientific Data via weak-SINDy0
CompaCT: Fractal-Based Heuristic Pixel Segmentation for Lossless Compression of High-Color DICOM Medical ImagesCode0
Data Compression and Inference in Cosmology with Self-Supervised Machine LearningCode0
Approximating Human-Like Few-shot Learning with GPT-based Compression0
Event-based Vision for Early Prediction of Manipulation ActionsCode0
Edge Storage Management Recipe with Zero-Shot Data Compression for Road Anomaly Detection0
Invertible Low-Dimensional Modelling of X-ray Absorption Spectra for Potential Applications in Spectral X-ray Imaging0
LeCo: Lightweight Compression via Learning Serial Correlations0
Sparse wavelet-based solutions for the M/EEG inverse problem0
SpikeCodec: An End-to-end Learned Compression Framework for Spiking Camera0
Samplet basis pursuit: Multiresolution scattered data approximation with sparsity constraints0
Differentiable Earth Mover's Distance for Data Compression at the High-Luminosity LHC0
Compressed Sensing: A Discrete Optimization ApproachCode0
Repeated Random Sampling for Minimizing the Time-to-Accuracy of LearningCode0
Reinforcement Learning with Simple Sequence Priors0
Universal Weak Coreset0
Lyapunov-Driven Deep Reinforcement Learning for Edge Inference Empowered by Reconfigurable Intelligent Surfaces0
Bayesian RenormalizationCode0
Scanpath Prediction in Panoramic Videos via Expected Code Length Minimization0
Advanced Medical Image Representation for Efficient Processing and Transfer in Multisite Clouds0
Accelerate Support Vector Clustering via Spectrum-Preserving Data Compression0
Crossword: A Semantic Approach to Data Compression via Masking0
SnakeVoxFormer: Transformer-based Single Image\ Reconstruction with Run Length Encoding0
Energy-efficient Task Adaptation for NLP Edge Inference Leveraging Heterogeneous Memory Architectures0
Cognitive Semantic Communication Systems Driven by Knowledge Graph: Principle, Implementation, and Performance Evaluation0
Fast Trajectory End-Point Prediction with Event Cameras for Reactive Robot Control0
Joint Task and Data Oriented Semantic Communications: A Deep Separate Source-channel Coding Scheme0
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