| Scaling Up Exact Neural Network Compression by ReLU Stability | Feb 15, 2021 | Neural Network Compression | CodeCode Available | 0 |
| FAT: Learning Low-Bitwidth Parametric Representation via Frequency-Aware Transformation | Feb 15, 2021 | Model CompressionNeural Network Compression | CodeCode Available | 1 |
| Neural Network Compression for Noisy Storage Devices | Feb 15, 2021 | Model CompressionNeural Network Compression | —Unverified | 0 |
| UMEC: Unified model and embedding compression for efficient recommendation systems | Jan 1, 2021 | Efficient Neural Networkfeature selection | —Unverified | 0 |
| Sparse matrix products for neural network compression | Jan 1, 2021 | Neural Network Compression | —Unverified | 0 |
| Efficient CNN-LSTM based Image Captioning using Neural Network Compression | Dec 17, 2020 | DecoderImage Captioning | CodeCode Available | 0 |
| Robustness and Transferability of Universal Attacks on Compressed Models | Dec 10, 2020 | Neural Network CompressionQuantization | CodeCode Available | 1 |
| Parallel Blockwise Knowledge Distillation for Deep Neural Network Compression | Dec 5, 2020 | Knowledge DistillationNeural Network Compression | CodeCode Available | 0 |
| Multi-head Knowledge Distillation for Model Compression | Dec 5, 2020 | image-classificationImage Classification | —Unverified | 0 |
| torchdistill: A Modular, Configuration-Driven Framework for Knowledge Distillation | Nov 25, 2020 | Image ClassificationInstance Segmentation | —Unverified | 0 |