| Applications of Deep Learning in Fundus Images: A Review | Jan 25, 2021 | Deep LearningImage Generation | CodeCode Available | 1 |
| TT-Rec: Tensor Train Compression for Deep Learning Recommendation Models | Jan 25, 2021 | Deep Learning | CodeCode Available | 1 |
| Multi-Time Attention Networks for Irregularly Sampled Time Series | Jan 25, 2021 | Deep LearningTime Series | CodeCode Available | 1 |
| OpenGF: An Ultra-Large-Scale Ground Filtering Dataset Built Upon Open ALS Point Clouds Around the World | Jan 24, 2021 | 3D Semantic SegmentationDeep Learning | CodeCode Available | 1 |
| Deep Learning for General Game Playing with Ludii and Polygames | Jan 23, 2021 | Board GamesDeep Learning | CodeCode Available | 1 |
| Gravity Optimizer: a Kinematic Approach on Optimization in Deep Learning | Jan 22, 2021 | Deep Learning | CodeCode Available | 1 |
| Vessel-CAPTCHA: an efficient learning framework for vessel annotation and segmentation | Jan 22, 2021 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| MoDL-QSM: Model-based Deep Learning for Quantitative Susceptibility Mapping | Jan 21, 2021 | Deep LearningSSIM | CodeCode Available | 1 |
| SparseDNN: Fast Sparse Deep Learning Inference on CPUs | Jan 20, 2021 | Deep LearningQuantization | CodeCode Available | 1 |
| Unlearnable Examples: Making Personal Data Unexploitable | Jan 13, 2021 | Deep LearningFace Recognition | CodeCode Available | 1 |
| Robustness of on-device Models: Adversarial Attack to Deep Learning Models on Android Apps | Jan 12, 2021 | Adversarial AttackDeep Learning | CodeCode Available | 1 |
| Analysis of skin lesion images with deep learning | Jan 11, 2021 | ClassificationData Augmentation | CodeCode Available | 1 |
| Deep Learning-based Face Super-Resolution: A Survey | Jan 11, 2021 | Deep LearningFace Hallucination | CodeCode Available | 1 |
| Deep Learning Assisted Calibrated Beam Training for Millimeter-Wave Communication Systems | Jan 8, 2021 | Deep Learning | CodeCode Available | 1 |
| Do We Really Need Deep Learning Models for Time Series Forecasting? | Jan 6, 2021 | Deep Learningregression | CodeCode Available | 1 |
| Descending through a Crowded Valley — Benchmarking Deep Learning Optimizers | Jan 1, 2021 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| An Unsupervised Deep Learning Approach for Real-World Image Denoising | Jan 1, 2021 | DecoderDeep Learning | CodeCode Available | 1 |
| Uncertainty-Wizard: Fast and User-Friendly Neural Network Uncertainty Quantification | Dec 29, 2020 | Deep LearningUncertainty Quantification | CodeCode Available | 1 |
| Aerial Imagery Pile burn detection using Deep Learning: the FLAME dataset | Dec 28, 2020 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 1 |
| Mathematical Models of Overparameterized Neural Networks | Dec 27, 2020 | Deep Learning | CodeCode Available | 1 |
| Deep Learning-Based Human Pose Estimation: A Survey | Dec 24, 2020 | 2D Human Pose Estimation3D Human Pose Estimation | CodeCode Available | 1 |
| Towards Automated Satellite Conjunction Management with Bayesian Deep Learning | Dec 23, 2020 | Collision AvoidanceDeep Learning | CodeCode Available | 1 |
| StainNet: a fast and robust stain normalization network | Dec 23, 2020 | Computational EfficiencyDeep Learning | CodeCode Available | 1 |
| Modeling Deep Learning Based Privacy Attacks on Physical Mail | Dec 22, 2020 | Deep LearningDenoising | CodeCode Available | 1 |
| TorchMD: A deep learning framework for molecular simulations | Dec 22, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
