| Lossless data compression by large models | Jun 24, 2024 | Data Compression | CodeCode Available | 3 |
| Measuring Sample Importance in Data Pruning for Language Models based on Information Entropy | Jun 20, 2024 | Data CompressionInformativeness | —Unverified | 0 |
| Ranking LLMs by compression | Jun 20, 2024 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Learned Image Compression for HE-stained Histopathological Images via Stain Deconvolution | Jun 18, 2024 | Data CompressionImage Compression | —Unverified | 0 |
| Language Models Resist Alignment: Evidence From Data Compression | Jun 10, 2024 | Data Compression | CodeCode Available | 1 |
| Deep Generative Modeling Reshapes Compression and Transmission: From Efficiency to Resiliency | Jun 10, 2024 | Data Compression | —Unverified | 0 |
| A 7K Parameter Model for Underwater Image Enhancement based on Transmission Map Prior | May 25, 2024 | Data CompressionDecoder | CodeCode Available | 0 |
| SATSense: Multi-Satellite Collaborative Framework for Spectrum Sensing | May 24, 2024 | Contrastive LearningData Compression | —Unverified | 0 |
| Rate-Adaptive Quantization: A Multi-Rate Codebook Adaptation for Vector Quantization-based Generative Models | May 23, 2024 | Data CompressionImage Generation | CodeCode Available | 1 |
| Sparse L^1-Autoencoders for Scientific Data Compression | May 23, 2024 | compressed sensingData Compression | —Unverified | 0 |
| "Turing Tests" For An AI Scientist | May 22, 2024 | AI AgentData Compression | —Unverified | 0 |
| Efficient Learned Wavelet Image and Video Coding | May 21, 2024 | Data CompressionVideo Compression | —Unverified | 0 |
| Effective In-Context Example Selection through Data Compression | May 19, 2024 | Data CompressionIn-Context Learning | —Unverified | 0 |
| Goal-oriented compression for L_p-norm-type goal functions: Application to power consumption scheduling | May 13, 2024 | Data CompressionQuantization | —Unverified | 0 |
| Some Notes on the Sample Complexity of Approximate Channel Simulation | May 7, 2024 | Data Compression | —Unverified | 0 |
| PointCompress3D: A Point Cloud Compression Framework for Roadside LiDARs in Intelligent Transportation Systems | May 2, 2024 | Data Compressionobject-detection | —Unverified | 0 |
| Lightweight Conceptual Dictionary Learning for Text Classification Using Information Compression | Apr 28, 2024 | Data CompressionDictionary Learning | —Unverified | 0 |
| Tripod: Three Complementary Inductive Biases for Disentangled Representation Learning | Apr 16, 2024 | Data CompressionDecoder | CodeCode Available | 1 |
| Quantization of Large Language Models with an Overdetermined Basis | Apr 15, 2024 | Data CompressionQuantization | —Unverified | 0 |
| 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 |
