| Towards Effective and Robust Neural Trojan Defenses via Input Filtering | Feb 24, 2022 | Data Compressioninput filtering | —Unverified | 0 |
| Cognitive Semantic Communication Systems Driven by Knowledge Graph | Feb 24, 2022 | Data CompressionSemantic Communication | —Unverified | 0 |
| Universality of parametric Coupling Flows over parametric diffeomorphisms | Feb 7, 2022 | Bayesian OptimizationData Compression | —Unverified | 0 |
| Analysis and Optimization of the Latency Budget in Wireless Systems with Mobile Edge Computing | Jan 27, 2022 | Data CompressionEdge-computing | —Unverified | 0 |
| Probability Distribution on Rooted Trees | Jan 24, 2022 | Data Compression | —Unverified | 0 |
| APack: Off-Chip, Lossless Data Compression for Efficient Deep Learning Inference | Jan 21, 2022 | Data CompressionQuantization | —Unverified | 0 |
| A Physics-Informed Vector Quantized Autoencoder for Data Compression of Turbulent Flow | Jan 10, 2022 | Data CompressionQuantization | CodeCode Available | 0 |
| Learning Based Multi-Modality Image and Video Compression | Jan 1, 2022 | Data CompressionVideo Compression | —Unverified | 0 |
| Uniform-in-Phase-Space Data Selection with Iterative Normalizing Flows | Dec 28, 2021 | Data CompressionDimensionality Reduction | CodeCode Available | 0 |
| Strategies in JPEG compression using Convolutional Neural Network (CNN) | Dec 6, 2021 | Data CompressionImage Compression | —Unverified | 0 |
| A Novel Sequential Coreset Method for Gradient Descent Algorithms | Dec 5, 2021 | Data Compression | —Unverified | 0 |
| A new technique for compression of data sets | Nov 12, 2021 | Data Compression | —Unverified | 0 |
| Efficient Data Compression for 3D Sparse TPC via Bicephalous Convolutional Autoencoder | Nov 9, 2021 | Data CompressionDecoder | CodeCode Available | 0 |
| Compressing Sensor Data for Remote Assistance of Autonomous Vehicles using Deep Generative Models | Nov 5, 2021 | Autonomous VehiclesData Compression | CodeCode Available | 0 |
| Graph Wedgelets: Adaptive Data Compression on Graphs based on Binary Wedge Partitioning Trees and Geometric Wavelets | Oct 17, 2021 | Data Compression | —Unverified | 0 |
| Operationalizing Convolutional Neural Network Architectures for Prohibited Object Detection in X-Ray Imagery | Oct 10, 2021 | Data AugmentationData Compression | —Unverified | 0 |
| Data Twinning | Oct 6, 2021 | Data Compression | —Unverified | 0 |
| Efficient GPU implementation of randomized SVD and its applications | Oct 5, 2021 | Data CompressionDeep Learning | —Unverified | 0 |
| Probability Distribution on Full Rooted Trees | Sep 27, 2021 | Data CompressionModel Selection | —Unverified | 0 |
| Text Ranking and Classification using Data Compression | Sep 23, 2021 | ClassificationData Compression | CodeCode Available | 0 |
| A color temperature-based high-speed decolorization: an empirical approach for tone mapping applications | Aug 31, 2021 | Data CompressionSSIM | —Unverified | 0 |
| Multi-dimensional graph fractional Fourier transform and its application | Aug 28, 2021 | Data Compression | —Unverified | 0 |
| Learned Image Coding for Machines: A Content-Adaptive Approach | Aug 23, 2021 | Data CompressionImage Compression | —Unverified | 0 |
| Communication-Efficient Federated Learning via Predictive Coding | Aug 2, 2021 | Data CompressionFederated Learning | CodeCode Available | 0 |
| A Statistical Extension of Byte-Pair Encoding | Aug 1, 2021 | Data CompressionMachine Translation | CodeCode Available | 0 |
| Samplets: A new paradigm for data compression | Jul 7, 2021 | Data Compression | —Unverified | 0 |
| Cascade Decoders-Based Autoencoders for Image Reconstruction | Jun 29, 2021 | compressed sensingData Compression | —Unverified | 0 |
| Quantum Data Compression and Quantum Cross Entropy | Jun 25, 2021 | BIG-bench Machine LearningData Compression | CodeCode Available | 0 |
| ADVERT: An Adaptive and Data-Driven Attention Enhancement Mechanism for Phishing Prevention | Jun 13, 2021 | Data Compression | —Unverified | 0 |
| Privacy Amplification Via Bernoulli Sampling | May 21, 2021 | Bayesian InferenceData Compression | —Unverified | 0 |
| Tencent Video Dataset (TVD): A Video Dataset for Learning-based Visual Data Compression and Analysis | May 12, 2021 | 4kData Compression | —Unverified | 0 |
| A reconfigurable neural network ASIC for detector front-end data compression at the HL-LHC | May 4, 2021 | Data CompressionHigh-Level Synthesis | —Unverified | 0 |
| Bayesian subset selection and variable importance for interpretable prediction and classification | Apr 20, 2021 | Data CompressionGeneral Classification | —Unverified | 0 |
| Turning Channel Noise into an Accelerator for Over-the-Air Principal Component Analysis | Apr 20, 2021 | Data Compression | —Unverified | 0 |
| A Decade of Research for Image Compression In Multimedia Laboratory | Apr 6, 2021 | Data CompressionImage Compression | —Unverified | 0 |
| Bayesian Attention Networks for Data Compression | Mar 29, 2021 | Data CompressionPrediction | —Unverified | 0 |
| Learning Stable Representations with Full Encoder | Mar 25, 2021 | Anomaly DetectionData Compression | —Unverified | 0 |
| Data Discovery Using Lossless Compression-Based Sparse Representation | Mar 15, 2021 | Data CompressionDenoising | —Unverified | 0 |
| Grid-Graph Signal Processing (Grid-GSP): A Graph Signal Processing Framework for the Power Grid | Mar 10, 2021 | Data Compression | —Unverified | 0 |
| Neural data compression for physics plasma simulation | Mar 4, 2021 | Data Compression | —Unverified | 0 |
| Data Compression with Bayesian Attention Networks | Mar 4, 2021 | Data Compression | —Unverified | 0 |
| EFloat: Entropy-coded Floating Point Format for Compressing Vector Embedding Models | Feb 4, 2021 | Data Compression | —Unverified | 0 |
| Non-intrusive reduced order modeling of poroelasticity of heterogeneous media based on a discontinuous Galerkin approximation | Jan 28, 2021 | Data Compression | —Unverified | 0 |
| Anytime 3D Object Reconstruction using Multi-modal Variational Autoencoder | Jan 25, 2021 | 3D Object Reconstruction3D Shape Reconstruction | —Unverified | 0 |
| Overfitting for Fun and Profit: Instance-Adaptive Data Compression | Jan 21, 2021 | Data CompressionImage Compression | —Unverified | 0 |
| Generalized Image Reconstruction over T-Algebra | Jan 17, 2021 | Data CompressionDimensionality Reduction | CodeCode Available | 0 |
| Smart Black Box 2.0: Efficient High-bandwidth Driving Data Collection based on Video Anomalies | Jan 3, 2021 | Action DetectionAnomaly Detection | —Unverified | 0 |
| Hard Masking for Explaining Graph Neural Networks | Jan 1, 2021 | Data CompressionDecision Making | —Unverified | 0 |
| Neural Joint Entropy Estimation | Dec 21, 2020 | Data CompressionMutual Information Estimation | CodeCode Available | 0 |
| Simultaneous Grouping and Denoising via Sparse Convex Wavelet Clustering | Dec 8, 2020 | ClusteringData Compression | —Unverified | 0 |