| Compressing Sensor Data for Remote Assistance of Autonomous Vehicles using Deep Generative Models | Nov 5, 2021 | Autonomous VehiclesData Compression | CodeCode Available | 0 |
| Compressed Sensing: A Discrete Optimization Approach | Jun 5, 2023 | compressed sensingData Compression | CodeCode Available | 0 |
| Flexible Variational Information Bottleneck: Achieving Diverse Compression with a Single Training | Feb 2, 2024 | Data Compression | CodeCode Available | 0 |
| An extrapolated and provably convergent algorithm for nonlinear matrix decomposition with the ReLU function | Mar 31, 2025 | Data CompressionMath | CodeCode Available | 0 |
| Bayesian Renormalization | May 17, 2023 | Data Compression | CodeCode Available | 0 |
| Fast Machine Learning Method with Vector Embedding on Orthonormal Basis and Spectral Transform | Oct 27, 2023 | Data Compression | CodeCode Available | 0 |
| MultiTok: Variable-Length Tokenization for Efficient LLMs Adapted from LZW Compression | Oct 28, 2024 | Data Compression | CodeCode Available | 0 |
| A 7K Parameter Model for Underwater Image Enhancement based on Transmission Map Prior | May 25, 2024 | Data CompressionDecoder | CodeCode Available | 0 |
| Data Compression and Inference in Cosmology with Self-Supervised Machine Learning | Aug 18, 2023 | Data Compression | CodeCode Available | 0 |
| Fast 2D Bicephalous Convolutional Autoencoder for Compressing 3D Time Projection Chamber Data | Oct 23, 2023 | Data Compression | CodeCode Available | 0 |
| Generalized Image Reconstruction over T-Algebra | Jan 17, 2021 | Data CompressionDimensionality Reduction | CodeCode Available | 0 |
| Neural Joint Entropy Estimation | Dec 21, 2020 | Data CompressionMutual Information Estimation | CodeCode Available | 0 |
| BVI-CR: A Multi-View Human Dataset for Volumetric Video Compression | Nov 17, 2024 | 3D ReconstructionData Compression | CodeCode Available | 0 |
| Variable Rate Neural Compression for Sparse Detector Data | Nov 18, 2024 | Data CompressionDeep Learning | CodeCode Available | 0 |
| Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search | Nov 12, 2019 | Data CompressionQuantization | CodeCode Available | 0 |
| AstroCompress: A benchmark dataset for multi-purpose compression of astronomical data | Jun 10, 2025 | Data Compression | CodeCode Available | 0 |
| TexShape: Information Theoretic Sentence Embedding for Language Models | Feb 5, 2024 | Data CompressionFairness | CodeCode Available | 0 |
| Remote Inference over Dynamic Links via Adaptive Rate Deep Task-Oriented Vector Quantization | Jan 5, 2025 | Data CompressionQuantization | CodeCode Available | 0 |
| AlphaZip: Neural Network-Enhanced Lossless Text Compression | Sep 23, 2024 | BenchmarkingData Compression | CodeCode Available | 0 |
| Repeated Random Sampling for Minimizing the Time-to-Accuracy of Learning | May 28, 2023 | Data Compression | CodeCode Available | 0 |
| Event-based Vision for Early Prediction of Manipulation Actions | Jul 26, 2023 | Action RecognitionData Compression | CodeCode Available | 0 |
| Efficient Manifold and Subspace Approximations with Spherelets | Jun 26, 2017 | ClusteringData Compression | CodeCode Available | 0 |
| Text Ranking and Classification using Data Compression | Sep 23, 2021 | ClassificationData Compression | CodeCode Available | 0 |
| Efficient Data Compression for 3D Sparse TPC via Bicephalous Convolutional Autoencoder | Nov 9, 2021 | Data CompressionDecoder | CodeCode Available | 0 |
| A Statistical Extension of Byte-Pair Encoding | Aug 1, 2021 | Data CompressionMachine Translation | CodeCode Available | 0 |
