| DC-BENCH: Dataset Condensation Benchmark | Jul 20, 2022 | AutoMLData Augmentation | CodeCode Available | 1 |
| On the Performance of Data Compression in Clustered Fog Radio Access Networks | Jul 1, 2022 | Data Compression | —Unverified | 0 |
| A Novel Algorithm for Exact Concave Hull Extraction | Jun 23, 2022 | Autonomous DrivingData Compression | —Unverified | 0 |
| RIDDLE: Lidar Data Compression with Range Image Deep Delta Encoding | Jun 2, 2022 | Autonomous DrivingData Compression | —Unverified | 0 |
| Aerosense: A Self-Sustainable And Long-Range Bluetooth Wireless Sensor Node for Aerodynamic and Aeroacoustic Monitoring on Wind Turbines | May 24, 2022 | Data Compression | —Unverified | 0 |
| Tensor Shape Search for Optimum Data Compression | May 21, 2022 | Data CompressionTensor Decomposition | —Unverified | 0 |
| Tackling Provably Hard Representative Selection via Graph Neural Networks | May 20, 2022 | Active LearningData Compression | —Unverified | 0 |
| Hierarchical Distribution-Aware Testing of Deep Learning | May 17, 2022 | Adversarial RobustnessData Compression | CodeCode Available | 0 |
| An Efficient Architecture and High-Throughput Implementation of CCSDS-123.0-B-2 Hybrid Entropy Coder Targeting Space-Grade SRAM FPGA Technology | May 9, 2022 | Data CompressionImage Compression | —Unverified | 0 |
| 4DAC: Learning Attribute Compression for Dynamic Point Clouds | Apr 25, 2022 | AttributeData Compression | —Unverified | 0 |
| FPGA-based AI Smart NICs for Scalable Distributed AI Training Systems | Apr 22, 2022 | Data Compression | —Unverified | 0 |
| Energy-Efficient Classification at the Wireless Edge with Reliability Guarantees | Apr 21, 2022 | Data Compressionimage-classification | —Unverified | 0 |
| Self-Similarity Priors: Neural Collages as Differentiable Fractal Representations | Apr 15, 2022 | Data Compression | —Unverified | 0 |
| Neural Estimation of the Rate-Distortion Function With Applications to Operational Source Coding | Apr 4, 2022 | Data Compression | CodeCode Available | 1 |
| A unified theory of learning | Mar 31, 2022 | Data Compression | —Unverified | 0 |
| A Learning Framework for Bandwidth-Efficient Distributed Inference in Wireless IoT | Mar 17, 2022 | Data Compression | —Unverified | 0 |
| SC2 Benchmark: Supervised Compression for Split Computing | Mar 16, 2022 | Data CompressionEdge-computing | —Unverified | 0 |
| Millimeter-Scale Ultra-Low-Power Imaging System for Intelligent Edge Monitoring | Mar 9, 2022 | Data CompressionEvent Detection | —Unverified | 0 |
| Reliable validation of Reinforcement Learning Benchmarks | Mar 2, 2022 | BenchmarkingData Compression | —Unverified | 0 |
| DCT-Former: Efficient Self-Attention with Discrete Cosine Transform | Mar 2, 2022 | Data Compression | CodeCode Available | 1 |
| LCP-dropout: Compression-based Multiple Subword Segmentation for Neural Machine Translation | Feb 28, 2022 | Data CompressionMachine Translation | —Unverified | 0 |
| Cognitive Semantic Communication Systems Driven by Knowledge Graph | Feb 24, 2022 | Data CompressionSemantic Communication | —Unverified | 0 |
| Towards Effective and Robust Neural Trojan Defenses via Input Filtering | Feb 24, 2022 | Data Compressioninput filtering | —Unverified | 0 |
| An Introduction to Neural Data Compression | Feb 14, 2022 | BIG-bench Machine LearningData Compression | CodeCode Available | 2 |
| Memory Replay with Data Compression for Continual Learning | Feb 14, 2022 | Autonomous Drivingclass-incremental learning | CodeCode Available | 1 |
