| SWIS -- Shared Weight bIt Sparsity for Efficient Neural Network Acceleration | Mar 1, 2021 | Efficient Neural NetworkQuantization | —Unverified | 0 |
| Scaling the Convex Barrier with Sparse Dual Algorithms | Jan 14, 2021 | Efficient Neural NetworkGPU | —Unverified | 0 |
| UMEC: Unified model and embedding compression for efficient recommendation systems | Jan 1, 2021 | Efficient Neural Networkfeature selection | —Unverified | 0 |
| MONGOOSE: A Learnable LSH Framework for Efficient Neural Network Training | Jan 1, 2021 | Efficient Neural NetworkLanguage Modeling | —Unverified | 0 |
| CovSegNet: A Multi Encoder-Decoder Architecture for Improved Lesion Segmentation of COVID-19 Chest CT Scans | Dec 2, 2020 | COVID-19 Image SegmentationDecoder | —Unverified | 0 |
| Rethinking Weight Decay For Efficient Neural Network Pruning | Nov 20, 2020 | Efficient Neural NetworkNetwork Pruning | CodeCode Available | 0 |
| Evaluating Curriculum Learning Strategies in Neural Combinatorial Optimization | Nov 12, 2020 | Combinatorial OptimizationEfficient Neural Network | —Unverified | 0 |
| Neural Network Architectures for Location Estimation in the Internet of Things | Oct 19, 2020 | Efficient Neural Network | —Unverified | 0 |
| Memformer: A Memory-Augmented Transformer for Sequence Modeling | Oct 14, 2020 | Efficient Neural NetworkLanguage Modelling | —Unverified | 0 |
| Event-based update of synapses in voltage-based learning rules | Sep 18, 2020 | Computational EfficiencyEfficient Neural Network | —Unverified | 0 |
