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Data Compression

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Showing 251–300 of 459 papers

TitleStatusHype
DC-BENCH: Dataset Condensation BenchmarkCode1
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
Neural Estimation of the Rate-Distortion Function With Applications to Operational Source CodingCode1
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
DCT-Former: Efficient Self-Attention with Discrete Cosine TransformCode1
LCP-dropout: Compression-based Multiple Subword Segmentation for Neural Machine Translation—0
Cognitive Semantic Communication Systems Driven by Knowledge Graph—0
Towards Effective and Robust Neural Trojan Defenses via Input Filtering—0
An Introduction to Neural Data CompressionCode2
Memory Replay with Data Compression for Continual LearningCode1
Universality of parametric Coupling Flows over parametric diffeomorphisms—0
Analysis and Optimization of the Latency Budget in Wireless Systems with Mobile Edge Computing—0
Probability Distribution on Rooted Trees—0
APack: Off-Chip, Lossless Data Compression for Efficient Deep Learning Inference—0
A Physics-Informed Vector Quantized Autoencoder for Data Compression of Turbulent FlowCode0
BottleFit: Learning Compressed Representations in Deep Neural Networks for Effective and Efficient Split ComputingCode1
Understanding Entropy Coding With Asymmetric Numeral Systems (ANS): a Statistician's PerspectiveCode1
Learning Based Multi-Modality Image and Video Compression—0
Uniform-in-Phase-Space Data Selection with Iterative Normalizing FlowsCode0
Strategies in JPEG compression using Convolutional Neural Network (CNN)—0
A Novel Sequential Coreset Method for Gradient Descent Algorithms—0
Towards Empirical Sandwich Bounds on the Rate-Distortion FunctionCode1
Lossless Compression with Probabilistic CircuitsCode1
COMET: A Novel Memory-Efficient Deep Learning Training Framework by Using Error-Bounded Lossy CompressionCode1
A new technique for compression of data sets—0
Efficient Data Compression for 3D Sparse TPC via Bicephalous Convolutional AutoencoderCode0
Compressing Sensor Data for Remote Assistance of Autonomous Vehicles using Deep Generative ModelsCode0
SSMF: Shifting Seasonal Matrix FactorizationCode1
Graph Wedgelets: Adaptive Data Compression on Graphs based on Binary Wedge Partitioning Trees and Geometric Wavelets—0
Operationalizing Convolutional Neural Network Architectures for Prohibited Object Detection in X-Ray Imagery—0
Data Twinning—0
Efficient GPU implementation of randomized SVD and its applications—0
Transformer-based Transform CodingCode1
Probability Distribution on Full Rooted Trees—0
Sparse Plus Low Rank Matrix Decomposition: A Discrete Optimization ApproachCode1
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