| Self-Supervised Deep Image Restoration via Adaptive Stochastic Gradient Langevin Dynamics | Jan 1, 2022 | compressed sensingDeep Learning | CodeCode Available | 1 |
| Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments | Dec 31, 2021 | Continual LearningDeep Learning | CodeCode Available | 1 |
| Continuous Offline Handwriting Recognition using Deep Learning Models | Dec 26, 2021 | Deep LearningHandwriting Recognition | CodeCode Available | 1 |
| Latte: Cross-framework Python Package for Evaluation of Latent-Based Generative Models | Dec 20, 2021 | Deep LearningDisentanglement | CodeCode Available | 1 |
| Learned Half-Quadratic Splitting Network for MR Image Reconstruction | Dec 17, 2021 | Deep LearningImage Reconstruction | CodeCode Available | 1 |
| Improving evidential deep learning via multi-task learning | Dec 17, 2021 | Deep LearningMulti-Task Learning | CodeCode Available | 1 |
| Interpretable Knowledge Tracing: Simple and Efficient Student Modeling with Causal Relations | Dec 15, 2021 | Deep LearningDiagnostic | CodeCode Available | 1 |
| SoK: Vehicle Orientation Representations for Deep Rotation Estimation | Dec 8, 2021 | 3D Object DetectionDeep Learning | CodeCode Available | 1 |
| Scalable Geometric Deep Learning on Molecular Graphs | Dec 6, 2021 | Deep LearningGraph Neural Network | CodeCode Available | 1 |
| Steerable discovery of neural audio effects | Dec 6, 2021 | Deep Learning | CodeCode Available | 1 |
| Probabilistic Deep Learning to Quantify Uncertainty in Air Quality Forecasting | Dec 5, 2021 | Deep LearningProbabilistic Deep Learning | CodeCode Available | 1 |
| A Survey: Deep Learning for Hyperspectral Image Classification with Few Labeled Samples | Dec 3, 2021 | Active LearningDeep Learning | CodeCode Available | 1 |
| Training Efficiency and Robustness in Deep Learning | Dec 2, 2021 | Adversarial RobustnessDeep Learning | CodeCode Available | 1 |
| Improving Deep Learning Interpretability by Saliency Guided Training | Nov 29, 2021 | Deep LearningTime Series | CodeCode Available | 1 |
| OmiTrans: generative adversarial networks based omics-to-omics translation framework | Nov 27, 2021 | Deep LearningImage-to-Image Translation | CodeCode Available | 1 |
| Video Content Classification using Deep Learning | Nov 27, 2021 | ClassificationDeep Learning | CodeCode Available | 1 |
| CGX: Adaptive System Support for Communication-Efficient Deep Learning | Nov 16, 2021 | Deep LearningGPU | CodeCode Available | 1 |
| DeltaConv: Anisotropic Operators for Geometric Deep Learning on Point Clouds | Nov 16, 2021 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Deep-learning in the bioimaging wild: Handling ambiguous data with deepflash2 | Nov 12, 2021 | Deep LearningInstance Segmentation | CodeCode Available | 1 |
| deepstruct -- linking deep learning and graph theory | Nov 12, 2021 | Deep LearningNeural Architecture Search | CodeCode Available | 1 |
| BlueFog: Make Decentralized Algorithms Practical for Optimization and Deep Learning | Nov 8, 2021 | Deep Learning | CodeCode Available | 1 |
| A Comparison of Deep Learning Architectures for Optical Galaxy Morphology Classification | Nov 8, 2021 | Deep LearningMorphology classification | CodeCode Available | 1 |
| SMU: smooth activation function for deep networks using smoothing maximum technique | Nov 8, 2021 | Deep Learning | CodeCode Available | 1 |
| Generation of microbial colonies dataset with deep learning style transfer | Nov 6, 2021 | Data AugmentationDeep Learning | CodeCode Available | 1 |
| Shortcutted Commonsense: Data Spuriousness in Deep Learning of Commonsense Reasoning | Nov 1, 2021 | Deep Learning | CodeCode Available | 1 |
