| The Peril of Popular Deep Learning Uncertainty Estimation Methods | Dec 9, 2021 | Deep Learning | CodeCode Available | 0 |
| A Training Framework for Stereo-Aware Speech Enhancement using Deep Neural Networks | Dec 9, 2021 | Deep LearningSpeech Enhancement | —Unverified | 0 |
| FreeTalky: Don't Be Afraid! Conversations Made Easier by a Humanoid Robot using Persona-based Dialogue | Dec 8, 2021 | Deep Learning | —Unverified | 0 |
| SoK: Vehicle Orientation Representations for Deep Rotation Estimation | Dec 8, 2021 | 3D Object DetectionDeep Learning | CodeCode Available | 1 |
| γ-Net: Superresolving SAR Tomographic Inversion via Deep Learning | Dec 8, 2021 | Compressive SensingComputational Efficiency | —Unverified | 0 |
| A Simple and efficient deep Scanpath Prediction | Dec 8, 2021 | Deep LearningPrediction | —Unverified | 0 |
| Deep learning in automated ultrasonic NDE -- developments, axioms and opportunities | Dec 7, 2021 | Deep LearningDefect Detection | —Unverified | 0 |
| Nuclei Segmentation in Histopathology Images using Deep Learning with Local and Global Views | Dec 7, 2021 | Deep LearningSegmentation | —Unverified | 0 |
| RSBNet: One-Shot Neural Architecture Search for A Backbone Network in Remote Sensing Image Recognition | Dec 7, 2021 | Deep LearningLand Cover Classification | —Unverified | 0 |
| Physics guided deep learning generative models for crystal materials discovery | Dec 7, 2021 | Data AugmentationDeep Learning | —Unverified | 0 |
| A deep language model to predict metabolic network equilibria | Dec 7, 2021 | Deep LearningLanguage Modeling | —Unverified | 0 |
| Robust Speech Representation Learning via Flow-based Embedding Regularization | Dec 7, 2021 | Deep LearningLanguage Identification | —Unverified | 0 |
| Extrapolation Frameworks in Cognitive Psychology Suitable for Study of Image Classification Models | Dec 6, 2021 | Deep Learningimage-classification | —Unverified | 0 |
| 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 |
| SyntEO: Synthetic Data Set Generation for Earth Observation and Deep Learning -- Demonstrated for Offshore Wind Farm Detection | Dec 6, 2021 | Deep LearningEarth Observation | —Unverified | 0 |
| A Survey on Deep learning based Document Image Enhancement | Dec 6, 2021 | ArticlesBinarization | —Unverified | 0 |
| A Survey of Deep Learning for Low-Shot Object Detection | Dec 6, 2021 | Deep LearningFew-Shot Learning | —Unverified | 0 |
| A Deep-Learning Intelligent System Incorporating Data Augmentation for Short-Term Voltage Stability Assessment of Power Systems | Dec 5, 2021 | Data AugmentationDeep Learning | —Unverified | 0 |
| Probabilistic Deep Learning to Quantify Uncertainty in Air Quality Forecasting | Dec 5, 2021 | Deep LearningProbabilistic Deep Learning | CodeCode Available | 1 |
| Adversarial Attacks against a Satellite-borne Multispectral Cloud Detector | Dec 3, 2021 | Cloud DetectionDeep Learning | —Unverified | 0 |
| Detect Faces Efficiently: A Survey and Evaluations | Dec 3, 2021 | Deep LearningFace Detection | CodeCode Available | 3 |
| Understanding Performance Problems in Deep Learning Systems | Dec 3, 2021 | Deep Learning | —Unverified | 0 |
| Challenges and Opportunities in Approximate Bayesian Deep Learning for Intelligent IoT Systems | Dec 3, 2021 | Bayesian InferenceDeep Learning | —Unverified | 0 |
| A Survey: Deep Learning for Hyperspectral Image Classification with Few Labeled Samples | Dec 3, 2021 | Active LearningDeep Learning | CodeCode Available | 1 |