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Data Compression

Papers

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Showing 101–150 of 459 papers

TitleStatusHype
Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product SearchCode0
Stationary MMD Points for CubatureCode0
Quantum Data Compression and Quantum Cross EntropyCode0
AlphaZip: Neural Network-Enhanced Lossless Text CompressionCode0
BVI-CR: A Multi-View Human Dataset for Volumetric Video CompressionCode0
Text Ranking and Classification using Data CompressionCode0
An extrapolated and provably convergent algorithm for nonlinear matrix decomposition with the ReLU functionCode0
Matrix Factorization on GPUs with Memory Optimization and Approximate ComputingCode0
Blockchain-Enabled Variational Information Bottleneck for IoT NetworksCode0
BETULA: Numerically Stable CF-Trees for BIRCH ClusteringCode0
Machine Perceptual Quality: Evaluating the Impact of Severe Lossy Compression on Audio and Image ModelsCode0
Bayesian RenormalizationCode0
LFZip: Lossy compression of multivariate floating-point time series data via improved predictionCode0
Large Language Model Evaluation via Matrix Nuclear-NormCode0
Lossy compression of multidimensional medical images using sinusoidal activation networks: an evaluation studyCode0
Mirage: Model-Agnostic Graph Distillation for Graph ClassificationCode0
DeepZip: Lossless Data Compression using Recurrent Neural NetworksCode0
Hierarchical Distribution-Aware Testing of Deep LearningCode0
Generalized Image Reconstruction over T-AlgebraCode0
Fast Machine Learning Method with Vector Embedding on Orthonormal Basis and Spectral TransformCode0
Flexible Variational Information Bottleneck: Achieving Diverse Compression with a Single TrainingCode0
Event-based Vision for Early Prediction of Manipulation ActionsCode0
Efficient Manifold and Subspace Approximations with SphereletsCode0
Fast 2D Bicephalous Convolutional Autoencoder for Compressing 3D Time Projection Chamber DataCode0
Efficient Compression of Sparse Accelerator Data Using Implicit Neural Representations and Importance SamplingCode0
Edge Learning Based Collaborative Automatic Modulation Classification for Hierarchical Cognitive Radio NetworksCode0
A 7K Parameter Model for Underwater Image Enhancement based on Transmission Map PriorCode0
Efficient compression of neural networks and datasetsCode0
Efficient Data Compression for 3D Sparse TPC via Bicephalous Convolutional AutoencoderCode0
In-context learning and Occam's razorCode0
MultiTok: Variable-Length Tokenization for Efficient LLMs Adapted from LZW CompressionCode0
Data Compression with Bayesian Attention Networks—0
Data Compression using Rank-1 Lattices for Parameter Estimation in Machine Learning—0
Crossword: A Semantic Approach to Data Compression via Masking—0
Analog vs. Digital Spatial Transforms: A Throughput, Power, and Area Comparison—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
Adaptive Sample-space & Adaptive Probability coding: a neural-network based approach for compression—0
Convolutional Autoencoders for Data Compression and Anomaly Detection in Small Satellite Technologies—0
Context-Aware Neural Video Compression on Solar Dynamics Observatory—0
Artificial general intelligence through recursive data compression and grounded reasoning: a position paper—0
Construction of generalized samplets in Banach spaces—0
Conditional Neural Video Coding with Spatial-Temporal Super-Resolution—0
Are Deep Sequence Classifiers Good at Non-Trivial Generalization?—0
A Multiparametric Class of Low-complexity Transforms for Image and Video Coding—0
Computationally and Memory-Efficient Robust Predictive Analytics Using Big Data—0
Compressive Sensing of Sparse Tensors—0
A reconfigurable neural network ASIC for detector front-end data compression at the HL-LHC—0
Compressive Sensing of ECG Signals using Plug-and-Play Regularization—0
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