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Data Compression

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Showing 151–200 of 459 papers

TitleStatusHype
Spatiotemporally adaptive compression for scientific dataset with feature preservation -- a case study on simulation data with extreme climate events analysis—0
FFCA-Net: Stereo Image Compression via Fast Cascade Alignment of Side Information—0
On Robust Wasserstein Barycenter: The Model and Algorithm—0
Compact 3D Scene Representation via Self-Organizing Gaussian GridsCode3
IntraSeismic: a coordinate-based learning approach to seismic inversion—0
Towards Neuromorphic Compression based Neural Sensing for Next-Generation Wireless Implantable Brain Machine Interface—0
Explainable Trajectory Representation through Dictionary Learning—0
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 Data—0
MoEC: Mixture of Experts Implicit Neural Compression—0
Learning from similar systems and online data-driven LQR using iterative randomised data compression—0
White-Box Transformers via Sparse Rate Reduction: Compression Is All There Is?Code3
Convolve and Conquer: Data Comparison with Wiener FiltersCode0
AccEPT: An Acceleration Scheme for Speeding Up Edge Pipeline-parallel Training—0
Blurry Video Compression: A Trade-off between Visual Enhancement and Data Compression—0
Hopfield-Enhanced Deep Neural Networks for Artifact-Resilient Brain State DecodingCode1
Fast Machine Learning Method with Vector Embedding on Orthonormal Basis and Spectral TransformCode0
SimBIG: Field-level Simulation-Based Inference of Galaxy Clustering—0
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 compression—0
ECNR: Efficient Compressive Neural Representation of Time-Varying Volumetric Datasets—0
RECOMBINER: Robust and Enhanced Compression with Bayesian Implicit Neural RepresentationsCode1
Context-Aware Neural Video Compression on Solar Dynamics Observatory—0
Does Video Summarization Require Videos? Quantifying the Effectiveness of Language in Video Summarization—0
Electroencephalogram Sensor Data Compression Using An Asymmetrical Sparse Autoencoder With A Discrete Cosine Transform Layer—0
SymED: Adaptive and Online Symbolic Representation of Data on the Edge—0
Bandwidth-efficient Inference for Neural Image Compression—0
Streaming Compression of Scientific Data via weak-SINDy—0
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 Compression—0
Bayesian Flow NetworksCode2
Event-based Vision for Early Prediction of Manipulation ActionsCode0
Nonlinear optical encoding enabled by recurrent linear scatteringCode1
Edge Storage Management Recipe with Zero-Shot Data Compression for Road Anomaly Detection—0
Invertible Low-Dimensional Modelling of X-ray Absorption Spectra for Potential Applications in Spectral X-ray Imaging—0
BayesFlow: Amortized Bayesian Workflows With Neural NetworksCode2
Sparse wavelet-based solutions for the M/EEG inverse problem—0
LeCo: Lightweight Compression via Learning Serial Correlations—0
DNABERT-2: Efficient Foundation Model and Benchmark For Multi-Species GenomeCode2
SpikeCodec: An End-to-end Learned Compression Framework for Spiking Camera—0
Samplet basis pursuit: Multiresolution scattered data approximation with sparsity constraints—0
Differentiable Earth Mover's Distance for Data Compression at the High-Luminosity LHC—0
Compressed Sensing: A Discrete Optimization ApproachCode0
Repeated Random Sampling for Minimizing the Time-to-Accuracy of LearningCode0
Universal Weak Coreset—0
Reinforcement Learning with Simple Sequence Priors—0
Lyapunov-Driven Deep Reinforcement Learning for Edge Inference Empowered by Reconfigurable Intelligent Surfaces—0
Bayesian RenormalizationCode0
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