| Grid-Graph Signal Processing (Grid-GSP): A Graph Signal Processing Framework for the Power Grid | Mar 10, 2021 | Data Compression | —Unverified | 0 |
| Data Compression with Bayesian Attention Networks | Mar 4, 2021 | Data Compression | —Unverified | 0 |
| Graph Autoencoder for Graph Compression and Representation Learning | Mar 4, 2021 | Data CompressionGraph Classification | CodeCode Available | 1 |
| Neural data compression for physics plasma simulation | Mar 4, 2021 | Data Compression | —Unverified | 0 |
| COIN: COmpression with Implicit Neural representations | Mar 3, 2021 | Data CompressionImage Compression | CodeCode Available | 1 |
| You Only Compress Once: Optimal Data Compression for Estimating Linear Models | Feb 22, 2021 | Computational EfficiencyData Compression | CodeCode Available | 1 |
| Improving Lossless Compression Rates via Monte Carlo Bits-Back Coding | Feb 22, 2021 | Data Compression | CodeCode Available | 1 |
| An Information-Theoretic Justification for Model Pruning | Feb 16, 2021 | Data Compressionmodel | CodeCode Available | 1 |
| CLNet: Complex Input Lightweight Neural Network designed for Massive MIMO CSI Feedback | Feb 15, 2021 | Compressive SensingData Compression | CodeCode Available | 1 |
| 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 |
| Communication-Efficient Federated Learning with Compensated Overlap-FedAvg | Dec 12, 2020 | Data CompressionFederated Learning | CodeCode Available | 1 |
| Simultaneous Grouping and Denoising via Sparse Convex Wavelet Clustering | Dec 8, 2020 | ClusteringData Compression | —Unverified | 0 |
| Lookahead optimizer improves the performance of Convolutional Autoencoders for reconstruction of natural images | Dec 3, 2020 | Data CompressionDecoder | —Unverified | 0 |
| HM-ANN: Efficient Billion-Point Nearest Neighbor Search on Heterogeneous Memory | Dec 1, 2020 | Data CompressionQuantization | —Unverified | 0 |
| A New Approach of Data Pre-processing for Data Compression in Smart Grids | Nov 24, 2020 | Data CompressionDecision Making | —Unverified | 0 |
| Maximum Likelihood Estimation in Data-Driven Modeling and Control | Nov 2, 2020 | Data CompressionLEMMA | —Unverified | 0 |
| Distance Invariant Sparse Autoencoder for Wireless Signal Strength Mapping | Oct 29, 2020 | Data Compression | —Unverified | 0 |
| Regularized Compression of MRI Data: Modular Optimization of Joint Reconstruction and Coding | Oct 8, 2020 | Data CompressionImage Compression | —Unverified | 0 |
