| A Joint Data Compression and Time-Delay Estimation Method For Distributed Systems via Extremum Encoding | Apr 14, 2024 | Data CompressionTime Series | —Unverified | 0 |
| Communication-Efficient Large-Scale Distributed Deep Learning: A Comprehensive Survey | Apr 9, 2024 | Data CompressionDeep Learning | —Unverified | 0 |
| Power-Efficient Image Storage: Leveraging Super Resolution Generative Adversarial Network for Sustainable Compression and Reduced Carbon Footprint | Apr 6, 2024 | Data CompressionGenerative Adversarial Network | —Unverified | 0 |
| Optimizing traffic signs and lights visibility for the teleoperation of autonomous vehicles through ROI compression | Apr 3, 2024 | Autonomous VehiclesData Compression | —Unverified | 0 |
| Computationally and Memory-Efficient Robust Predictive Analytics Using Big Data | Mar 27, 2024 | Data Compression | —Unverified | 0 |
| Understanding The Effectiveness of Lossy Compression in Machine Learning Training Sets | Mar 23, 2024 | Data Compression | —Unverified | 0 |
| Application of Tensorized Neural Networks for Cloud Classification | Mar 21, 2024 | Autonomous DrivingClassification | —Unverified | 0 |
| Grid Monitoring with Synchro-Waveform and AI Foundation Model Technologies | Mar 11, 2024 | Anomaly DetectionData Compression | —Unverified | 0 |
| Probing Image Compression For Class-Incremental Learning | Mar 10, 2024 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Blockchain-Enabled Variational Information Bottleneck for IoT Networks | Mar 10, 2024 | CPUData Compression | CodeCode Available | 0 |
| On the Compressibility of Quantized Large Language Models | Mar 3, 2024 | Data CompressionQuantization | —Unverified | 0 |
| Towards Optimal Learning of Language Models | Feb 27, 2024 | Data CompressionLanguage Modeling | —Unverified | 0 |
| Distortion-Controlled Dithering with Reduced Recompression Rate | Feb 26, 2024 | Data CompressionImage Compression | —Unverified | 0 |
| Mechanics-Informed Autoencoder Enables Automated Detection and Localization of Unforeseen Structural Damage | Feb 23, 2024 | Data CompressionStructural Health Monitoring | —Unverified | 0 |
| Compression of Structured Data with Autoencoders: Provable Benefit of Nonlinearities and Depth | Feb 7, 2024 | Data CompressionDecoder | —Unverified | 0 |
| TexShape: Information Theoretic Sentence Embedding for Language Models | Feb 5, 2024 | Data CompressionFairness | CodeCode Available | 0 |
| Generative Visual Compression: A Review | Feb 3, 2024 | Data Compression | —Unverified | 0 |
| Flexible Variational Information Bottleneck: Achieving Diverse Compression with a Single Training | Feb 2, 2024 | Data Compression | CodeCode Available | 0 |
| Conditional Neural Video Coding with Spatial-Temporal Super-Resolution | Jan 25, 2024 | Data CompressionImage Compression | —Unverified | 0 |
| Memory Efficient Corner Detection for Event-driven Dynamic Vision Sensors | Jan 18, 2024 | Data CompressionEdge-computing | —Unverified | 0 |
| Depth Over RGB: Automatic Evaluation of Open Surgery Skills Using Depth Camera | Jan 18, 2024 | Action SegmentationData Compression | —Unverified | 0 |
| Machine Perceptual Quality: Evaluating the Impact of Severe Lossy Compression on Audio and Image Models | Jan 15, 2024 | Data Compressionimage-classification | CodeCode Available | 0 |
| MGARD: A multigrid framework for high-performance, error-controlled data compression and refactoring | Jan 11, 2024 | Data CompressionGPU | —Unverified | 0 |
| Transformer Masked Autoencoders for Next-Generation Wireless Communications: Architecture and Opportunities | Jan 11, 2024 | Data Compression | —Unverified | 0 |
| Spatiotemporally adaptive compression for scientific dataset with feature preservation -- a case study on simulation data with extreme climate events analysis | Jan 6, 2024 | Data Compression | —Unverified | 0 |
