| Rethinking FUN: Frequency-Domain Utilization Networks | Dec 6, 2020 | Efficient Neural Network | CodeCode Available | 1 |
| 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 |
| Small-Footprint Keyword Spotting with Multi-Scale Temporal Convolution | Oct 20, 2020 | Efficient Neural NetworkKeyword Spotting | CodeCode Available | 1 |
| 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 |
| Practical Deep Raw Image Denoising on Mobile Devices | Oct 14, 2020 | DenoisingEfficient Neural Network | CodeCode Available | 1 |
| Event-based update of synapses in voltage-based learning rules | Sep 18, 2020 | Computational EfficiencyEfficient Neural Network | —Unverified | 0 |
| On the Orthogonality of Knowledge Distillation with Other Techniques: From an Ensemble Perspective | Sep 9, 2020 | Data AugmentationEfficient Neural Network | —Unverified | 0 |
| Going deeper with brain morphometry using neural networks | Sep 7, 2020 | Brain MorphometryEfficient Neural Network | —Unverified | 0 |
| RevPHiSeg: A Memory-Efficient Neural Network for Uncertainty Quantification in Medical Image Segmentation | Aug 16, 2020 | Efficient Neural NetworkImage Segmentation | CodeCode Available | 1 |
| Structured Convolutions for Efficient Neural Network Design | Aug 6, 2020 | Efficient Neural NetworkImage Classification | —Unverified | 0 |
| Image Generation for Efficient Neural Network Training in Autonomous Drone Racing | Aug 6, 2020 | Dataset GenerationEfficient Neural Network | CodeCode Available | 1 |
| Dopant Network Processing Units: Towards Efficient Neural-network Emulators with High-capacity Nanoelectronic Nodes | Jul 24, 2020 | Binary ClassificationEfficient Neural Network | CodeCode Available | 0 |
| Measurement error models: from nonparametric methods to deep neural networks | Jul 15, 2020 | Efficient Neural Networkregression | —Unverified | 0 |
| Sudo rm -rf: Efficient Networks for Universal Audio Source Separation | Jul 14, 2020 | Audio Source SeparationEfficient Neural Network | CodeCode Available | 1 |
| EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning | Jul 6, 2020 | Efficient Neural NetworkNetwork Pruning | CodeCode Available | 1 |
| Efficient Neural Network Deployment for Microcontroller | Jul 2, 2020 | BinarizationEdge-computing | CodeCode Available | 1 |
| Progressive Automatic Design of Search Space for One-Shot Neural Architecture Search | May 15, 2020 | DiversityEfficient Neural Network | —Unverified | 0 |
| Online unsupervised deep unfolding for MIMO channel estimation | Apr 30, 2020 | Efficient Neural Network | —Unverified | 0 |
| A New MRAM-based Process In-Memory Accelerator for Efficient Neural Network Training with Floating Point Precision | Mar 2, 2020 | Efficient Neural Network | —Unverified | 0 |
| NAttack! Adversarial Attacks to bypass a GAN based classifier trained to detect Network intrusion | Feb 20, 2020 | BIG-bench Machine LearningEfficient Neural Network | —Unverified | 0 |
| A Computationally Efficient Neural Network Invariant to the Action of Symmetry Subgroups | Feb 18, 2020 | Efficient Neural Network | —Unverified | 0 |
| Handwritten Character Recognition Using Unique Feature Extraction Technique | Jan 13, 2020 | Efficient Neural Network | —Unverified | 0 |
