| Few-Bit Backward: Quantized Gradients of Activation Functions for Memory Footprint Reduction | Feb 1, 2022 | Neural Network CompressionQuantization | CodeCode Available | 1 |
| PD-Quant: Post-Training Quantization based on Prediction Difference Metric | Dec 14, 2022 | Neural Network CompressionQuantization | CodeCode Available | 1 |
| REST: Robust and Efficient Neural Networks for Sleep Monitoring in the Wild | Jan 29, 2020 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| Spectral Tensor Train Parameterization of Deep Learning Layers | Mar 7, 2021 | Deep Learningimage-classification | CodeCode Available | 1 |
| SwiftTron: An Efficient Hardware Accelerator for Quantized Transformers | Apr 8, 2023 | Neural Network CompressionQuantization | CodeCode Available | 1 |
| T-Basis: a Compact Representation for Neural Networks | Jul 13, 2020 | Neural Network CompressionTensor Networks | CodeCode Available | 1 |
| Neural network compression via learnable wavelet transforms | Apr 20, 2020 | Data CompressionNeural Network Compression | CodeCode Available | 1 |
| Towards Meta-Pruning via Optimal Transport | Feb 12, 2024 | Neural Network Compression | CodeCode Available | 1 |
| An Overview of Neural Network Compression | Jun 5, 2020 | Knowledge DistillationModel Compression | —Unverified | 0 |
| A Comprehensive Survey on Model Quantization for Deep Neural Networks in Image Classification | May 14, 2022 | image-classificationImage Classification | —Unverified | 0 |