| ERNIE-SPARSE: Learning Hierarchical Efficient Transformer Through Regularized Self-Attention | Nov 16, 2021 | Sparse Learningtext-classification | —Unverified | 0 |
| SL-CycleGAN: Blind Motion Deblurring in Cycles using Sparse Learning | Nov 7, 2021 | DeblurringGenerative Adversarial Network | CodeCode Available | 0 |
| Learning where to learn: Gradient sparsity in meta and continual learning | Oct 27, 2021 | Continual LearningInductive Bias | CodeCode Available | 1 |
| abess: A Fast Best Subset Selection Library in Python and R | Oct 19, 2021 | Model SelectionSparse Learning | CodeCode Available | 1 |
| Multi-Slice Dense-Sparse Learning for Efficient Liver and Tumor Segmentation | Aug 15, 2021 | Automatic Liver And Tumor SegmentationImage Segmentation | —Unverified | 0 |
| High Dimensional Differentially Private Stochastic Optimization with Heavy-tailed Data | Jul 23, 2021 | Sparse LearningStochastic Optimization | —Unverified | 0 |
| Towards Low-Latency Energy-Efficient Deep SNNs via Attention-Guided Compression | Jul 16, 2021 | Sparse Learning | —Unverified | 0 |
| Improving Sequential Recommendation Consistency with Self-Supervised Imitation | Jun 26, 2021 | Imitation LearningSequential Recommendation | —Unverified | 0 |
| Sparse Training via Boosting Pruning Plasticity with Neuroregeneration | Jun 19, 2021 | Network PruningSparse Learning | CodeCode Available | 1 |
| Surrogate assisted active subspace and active subspace assisted surrogate -- A new paradigm for high dimensional structural reliability analysis | May 11, 2021 | Sparse Learning | —Unverified | 0 |
