| LiteASR: Efficient Automatic Speech Recognition with Low-Rank Approximation | Feb 27, 2025 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 2 | 5 |
| TT-NF: Tensor Train Neural Fields | Sep 30, 2022 | DenoisingLow-rank compression | CodeCode Available | 1 | 5 |
| Unified Low-rank Compression Framework for Click-through Rate Prediction | May 28, 2024 | Click-Through Rate PredictionLow-rank compression | CodeCode Available | 1 | 5 |
| Compressing Neural Networks: Towards Determining the Optimal Layer-wise Decomposition | Jul 23, 2021 | Low-rank compression | CodeCode Available | 1 | 5 |
| Efficient Wireless Federated Learning via Low-Rank Gradient Factorization | Jan 15, 2024 | Federated LearningLow-rank compression | CodeCode Available | 0 | 5 |
| CALoR: Towards Comprehensive Model Inversion Defense | Oct 8, 2024 | Low-rank compressionmodel | CodeCode Available | 0 | 5 |
| Maestro: Uncovering Low-Rank Structures via Trainable Decomposition | Aug 28, 2023 | Low-rank compressionQuantization | CodeCode Available | 0 | 5 |
| Compact Model Training by Low-Rank Projection with Energy Transfer | Apr 12, 2022 | Low-rank compression | CodeCode Available | 0 | 5 |
| A flexible, extensible software framework for model compression based on the LC algorithm | May 15, 2020 | BIG-bench Machine LearningLow-rank compression | CodeCode Available | 0 | 5 |
| Domain-adaptive deep network compression | Sep 4, 2017 | Low-rank compression | CodeCode Available | 0 | 5 |
