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Data Compression

Papers

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Showing 401–450 of 459 papers

TitleStatusHype
Semantic Topic Analysis of Traffic Camera Images—0
Semantic Variational Bayes Based on a Semantic Information Theory for Solving Latent Variables—0
LFZip: Lossy compression of multivariate floating-point time series data via improved predictionCode0
Efficient compression of neural networks and datasetsCode0
Large Language Model Evaluation via Matrix Nuclear-NormCode0
Lossy compression of multidimensional medical images using sinusoidal activation networks: an evaluation studyCode0
Scaling Training Data with Lossy Image CompressionCode0
Communication-Efficient Federated Learning via Predictive CodingCode0
Machine Perceptual Quality: Evaluating the Impact of Severe Lossy Compression on Audio and Image ModelsCode0
QuadConv: Quadrature-Based Convolutions with Applications to Non-Uniform PDE Data CompressionCode0
Matrix Factorization on GPUs with Memory Optimization and Approximate ComputingCode0
Edge Learning Based Collaborative Automatic Modulation Classification for Hierarchical Cognitive Radio NetworksCode0
SegMap: 3D Segment Mapping using Data-Driven DescriptorsCode0
Squeeze flow of micro-droplets: convolutional neural network with trainable and tunable refinementCode0
Convolve and Conquer: Data Comparison with Wiener FiltersCode0
DeepZip: Lossless Data Compression using Recurrent Neural NetworksCode0
Quantum Data Compression and Quantum Cross EntropyCode0
Blockchain-Enabled Variational Information Bottleneck for IoT NetworksCode0
In-context learning and Occam's razorCode0
Stationary MMD Points for CubatureCode0
Hierarchical Distribution-Aware Testing of Deep LearningCode0
Uniform-in-Phase-Space Data Selection with Iterative Normalizing FlowsCode0
HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly DetectionCode0
Communication Cost Reduction for Subgraph Counting under Local Differential Privacy via Hash FunctionsCode0
Mirage: Model-Agnostic Graph Distillation for Graph ClassificationCode0
Compressing Sensor Data for Remote Assistance of Autonomous Vehicles using Deep Generative ModelsCode0
Compressed Sensing: A Discrete Optimization ApproachCode0
Flexible Variational Information Bottleneck: Achieving Diverse Compression with a Single TrainingCode0
An extrapolated and provably convergent algorithm for nonlinear matrix decomposition with the ReLU functionCode0
Bayesian RenormalizationCode0
Fast Machine Learning Method with Vector Embedding on Orthonormal Basis and Spectral TransformCode0
MultiTok: Variable-Length Tokenization for Efficient LLMs Adapted from LZW CompressionCode0
A 7K Parameter Model for Underwater Image Enhancement based on Transmission Map PriorCode0
Data Compression and Inference in Cosmology with Self-Supervised Machine LearningCode0
Fast 2D Bicephalous Convolutional Autoencoder for Compressing 3D Time Projection Chamber DataCode0
Generalized Image Reconstruction over T-AlgebraCode0
Neural Joint Entropy EstimationCode0
BVI-CR: A Multi-View Human Dataset for Volumetric Video CompressionCode0
Variable Rate Neural Compression for Sparse Detector DataCode0
Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product SearchCode0
AstroCompress: A benchmark dataset for multi-purpose compression of astronomical dataCode0
TexShape: Information Theoretic Sentence Embedding for Language ModelsCode0
Remote Inference over Dynamic Links via Adaptive Rate Deep Task-Oriented Vector QuantizationCode0
AlphaZip: Neural Network-Enhanced Lossless Text CompressionCode0
Repeated Random Sampling for Minimizing the Time-to-Accuracy of LearningCode0
Event-based Vision for Early Prediction of Manipulation ActionsCode0
Efficient Manifold and Subspace Approximations with SphereletsCode0
Text Ranking and Classification using Data CompressionCode0
Efficient Data Compression for 3D Sparse TPC via Bicephalous Convolutional AutoencoderCode0
A Statistical Extension of Byte-Pair EncodingCode0
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