| LiteASR: Efficient Automatic Speech Recognition with Low-Rank Approximation | Feb 27, 2025 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 2 |
| TT-NF: Tensor Train Neural Fields | Sep 30, 2022 | DenoisingLow-rank compression | CodeCode Available | 1 |
| Compressing Neural Networks: Towards Determining the Optimal Layer-wise Decomposition | Jul 23, 2021 | Low-rank compression | CodeCode Available | 1 |
| Unified Low-rank Compression Framework for Click-through Rate Prediction | May 28, 2024 | Click-Through Rate PredictionLow-rank compression | CodeCode Available | 1 |
| Basis Selection: Low-Rank Decomposition of Pretrained Large Language Models for Target Applications | May 24, 2024 | Code GenerationLow-rank compression | —Unverified | 0 |
| A Highly Effective Low-Rank Compression of Deep Neural Networks with Modified Beam-Search and Modified Stable Rank | Nov 30, 2021 | Low-rank compressionQuantization | —Unverified | 0 |
| Data-aware Low-Rank Compression for Large NLP Models | Jan 1, 2021 | Low-rank compressionMRPC | —Unverified | 0 |
| Approximate FPGA-based LSTMs under Computation Time Constraints | Jan 7, 2018 | Autonomous VehiclesImage Captioning | —Unverified | 0 |
| Adaptive Pruning of Pretrained Transformer via Differential Inclusions | Jan 6, 2025 | Low-rank compression | —Unverified | 0 |
| Communication-Efficient Federated Learning with Dual-Side Low-Rank Compression | Apr 26, 2021 | Federated LearningLow-rank compression | —Unverified | 0 |
