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Data Compression

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TitleStatusHype
Rate-Constrained Quantization for Communication-Efficient Federated Learning—0
Rate Distortion For Model Compression: From Theory To Practice—0
Recovering compressed images for automatic crack segmentation using generative models—0
Reduced Basis Decomposition: a Certified and Fast Lossy Data Compression Algorithm—0
Regularized Compression of MRI Data: Modular Optimization of Joint Reconstruction and Coding—0
Regularized L21-Based Semi-NonNegative Matrix Factorization—0
Reinforcement Learning with Simple Sequence Priors—0
Reliable validation of Reinforcement Learning Benchmarks—0
Rendering-Oriented 3D Point Cloud Attribute Compression using Sparse Tensor-based Transformer—0
Representing Flow Fields with Divergence-Free Kernels for Reconstruction—0
RIDDLE: Lidar Data Compression with Range Image Deep Delta Encoding—0
Robust PCA with compressed data—0
Samplet basis pursuit: Multiresolution scattered data approximation with sparsity constraints—0
Samplets: A new paradigm for data compression—0
SANN-PSZ: Spatially Adaptive Neural Network for Head-Tracked Personal Sound Zones—0
SATSense: Multi-Satellite Collaborative Framework for Spectrum Sensing—0
SC2 Benchmark: Supervised Compression for Split Computing—0
Scanpath Prediction in Panoramic Videos via Expected Code Length Minimization—0
SeisRDT: Latent Diffusion Model Based On Representation Learning For Seismic Data Interpolation And Reconstruction—0
Self-Similarity Priors: Neural Collages as Differentiable Fractal Representations—0
Semantic Feature Division Multiple Access for Digital Semantic Broadcast Channels—0
Semantic Information G Theory for Range Control with Tradeoff between Purposiveness and Efficiency—0
Semantic Topic Analysis of Traffic Camera Images—0
Semantic Variational Bayes Based on a Semantic Information Theory for Solving Latent Variables—0
Semisupervised Clustering, AND-Queries and Locally Encodable Source Coding—0
Semisupervised Clustering by Queries and Locally Encodable Source Coding—0
SimBIG: Field-level Simulation-Based Inference of Galaxy Clustering—0
Simple strategies for recovering inner products from coarsely quantized random projections—0
Simultaneous Grouping and Denoising via Sparse Convex Wavelet Clustering—0
Smart Black Box 2.0: Efficient High-bandwidth Driving Data Collection based on Video Anomalies—0
SMML estimators for exponential families with continuous sufficient statistics—0
SnakeVoxFormer: Transformer-based Single Image\ Reconstruction with Run Length Encoding—0
Solving High-dimensional Inverse Problems Using Amortized Likelihood-free Inference with Noisy and Incomplete Data—0
Solving Optimal Power Flow on a Data-Budget: Feature Selection on Smart Meter Data—0
Some Notes on the Sample Complexity of Approximate Channel Simulation—0
Sparse L^1-Autoencoders for Scientific Data Compression—0
Sparse Multi-layer Image Approximation: Facial Image Compression—0
Sparse wavelet-based solutions for the M/EEG inverse problem—0
Spatiotemporally adaptive compression for scientific dataset with feature preservation -- a case study on simulation data with extreme climate events analysis—0
Spatiotemporal Sparse Bayesian Learning with Applications to Compressed Sensing of Multichannel Physiological Signals—0
SpikeCodec: An End-to-end Learned Compression Framework for Spiking Camera—0
Spiking sampling network for image sparse representation and dynamic vision sensor data compression—0
Stacked Auto Encoder Based Deep Reinforcement Learning for Online Resource Scheduling in Large-Scale MEC Networks—0
Strategies in JPEG compression using Convolutional Neural Network (CNN)—0
Lossy Neural Compression for Geospatial Analytics: A Review—0
Physical-Layer Supervised Learning Assisted by an Entangled Sensor Network—0
SymED: Adaptive and Online Symbolic Representation of Data on the Edge—0
Tackling Provably Hard Representative Selection via Graph Neural Networks—0
Task-Oriented Data Compression for Multi-Agent Communications Over Bit-Budgeted Channels—0
Tencent Video Dataset (TVD): A Video Dataset for Learning-based Visual Data Compression and Analysis—0
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