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Data Compression

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Showing 251–300 of 459 papers

TitleStatusHype
Cluster Purging: Efficient Outlier Detection based on Rate-Distortion Theory—0
Breaking the Communication-Privacy-Accuracy Tradeoff with f-Differential Privacy—0
Trading Information between Latents in Hierarchical Variational AutoencodersCode0
Graph-Based Compensated Wavelet Lifting for Scalable Lossless Coding of Dynamic Medical Data—0
Modality-Agnostic Variational Compression of Implicit Neural Representations—0
An Energy-Efficient Reconfigurable Autoencoder Implementation on FPGA—0
Graph-based compensated wavelet lifting for 3-D+t medical CT data—0
Fundamental Limits of Two-layer Autoencoders, and Achieving Them with Gradient Methods—0
GeneFormer: Learned Gene Compression using Transformer-based Context Modeling—0
Towards Efficient and Accurate Approximation: Tensor Decomposition Based on Randomized Block Krylov Iteration—0
CNeRV: Content-adaptive Neural Representation for Visual Data—0
Fully Digital Second-order Level-crossing Sampling ADC for Data Saving in Sensing Sparse Signals—0
Dynamic Predictive Sampling Analog to Digital Converter for Sparse Signal Sensing—0
Squeeze flow of micro-droplets: convolutional neural network with trainable and tunable refinementCode0
Goal-Oriented Communications for the IoT and Application to Data Compression—0
QuadConv: Quadrature-Based Convolutions with Applications to Non-Uniform PDE Data CompressionCode0
Spiking sampling network for image sparse representation and dynamic vision sensor data compression—0
Efficient Compressed Ratio Estimation Using Online Sequential Learning for Edge Computing—0
Optimal Compression for Minimizing Classification Error Probability: an Information-Theoretic Approach—0
A Novel Approach for Neuromorphic Vision Data Compression based on Deep Belief Network—0
Multi-rate adaptive transform coding for video compression—0
Are Deep Sequence Classifiers Good at Non-Trivial Generalization?—0
Compressive Sensing of ECG Signals using Plug-and-Play Regularization—0
GOLLIC: Learning Global Context beyond Patches for Lossless High-Resolution Image Compression—0
HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly DetectionCode0
To Compute or not to Compute? Adaptive Smart Sensing in Resource-Constrained Edge ComputingCode0
Bayesian nonparametric estimation of coverage probabilities and distinct counts from sketched data—0
A Low-Complexity Approach to Rate-Distortion Optimized Variable Bit-Rate Compression for Split DNN Computing—0
Enhancing Dynamic Mode Decomposition Workflow with In-Situ Visualization and Data Compression—0
A Unified Image Preprocessing Framework For Image Compression—0
Lossy compression of multidimensional medical images using sinusoidal activation networks: an evaluation studyCode0
Data centers with quantum random access memory and quantum networks—0
On the Performance of Data Compression in Clustered Fog Radio Access Networks—0
A Novel Algorithm for Exact Concave Hull Extraction—0
RIDDLE: Lidar Data Compression with Range Image Deep Delta Encoding—0
Aerosense: A Self-Sustainable And Long-Range Bluetooth Wireless Sensor Node for Aerodynamic and Aeroacoustic Monitoring on Wind Turbines—0
Tensor Shape Search for Optimum Data Compression—0
Tackling Provably Hard Representative Selection via Graph Neural NetworksCode0
Hierarchical Distribution-Aware Testing of Deep LearningCode0
An Efficient Architecture and High-Throughput Implementation of CCSDS-123.0-B-2 Hybrid Entropy Coder Targeting Space-Grade SRAM FPGA Technology—0
4DAC: Learning Attribute Compression for Dynamic Point Clouds—0
FPGA-based AI Smart NICs for Scalable Distributed AI Training Systems—0
Energy-Efficient Classification at the Wireless Edge with Reliability Guarantees—0
Self-Similarity Priors: Neural Collages as Differentiable Fractal Representations—0
A unified theory of learning—0
A Learning Framework for Bandwidth-Efficient Distributed Inference in Wireless IoT—0
SC2 Benchmark: Supervised Compression for Split ComputingCode0
Millimeter-Scale Ultra-Low-Power Imaging System for Intelligent Edge Monitoring—0
Reliable validation of Reinforcement Learning Benchmarks—0
LCP-dropout: Compression-based Multiple Subword Segmentation for Neural Machine Translation—0
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