| SMU: smooth activation function for deep networks using smoothing maximum technique | Nov 8, 2021 | Deep Learning | CodeCode Available | 1 |
| Stock Portfolio Optimization Using a Deep Learning LSTM Model | Nov 8, 2021 | Deep LearningPortfolio Optimization | —Unverified | 0 |
| 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 |
| Assessing learned features of Deep Learning applied to EEG | Nov 8, 2021 | Deep LearningEEG | —Unverified | 0 |
| Uncertainty Quantification in Neural Differential Equations | Nov 8, 2021 | Deep LearningUncertainty Quantification | —Unverified | 0 |
| Survey of Deep Learning Methods for Inverse Problems | Nov 7, 2021 | Deep LearningDenoising | —Unverified | 0 |
| Generation of microbial colonies dataset with deep learning style transfer | Nov 6, 2021 | Data AugmentationDeep Learning | CodeCode Available | 1 |
| Deep Learning Based Model for Breast Cancer Subtype Classification | Nov 6, 2021 | ClassificationDeep Learning | —Unverified | 0 |
| Convolutional Gated MLP: Combining Convolutions & gMLP | Nov 6, 2021 | Deep LearningTransfer Learning | —Unverified | 0 |
| Pathological Analysis of Blood Cells Using Deep Learning Techniques | Nov 5, 2021 | Deep Learning | —Unverified | 0 |
| Data-driven Hedging of Stock Index Options via Deep Learning | Nov 5, 2021 | Deep Learning | —Unverified | 0 |
| Generative Adversarial Network for Probabilistic Forecast of Random Dynamical System | Nov 4, 2021 | Deep LearningGenerative Adversarial Network | —Unverified | 0 |
| Deep Learning Methods for Daily Wildfire Danger Forecasting | Nov 4, 2021 | Deep LearningEarth Observation | —Unverified | 0 |
| Real-time Wireless Transmitter Authorization: Adapting to Dynamic Authorized Sets with Information Retrieval | Nov 4, 2021 | Deep LearningDimensionality Reduction | —Unverified | 0 |
| Physics Assisted Deep Learning for Indoor Imaging using Phaseless Wi-Fi Measurements | Nov 4, 2021 | Deep Learning | —Unverified | 0 |
| Resampling and super-resolution of hexagonally sampled images using deep learning | Nov 3, 2021 | Deep LearningObject Recognition | —Unverified | 0 |
| Binary classification of proteins by a Machine Learning approach | Nov 3, 2021 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| One Pass ImageNet | Nov 3, 2021 | Continual LearningDeep Learning | —Unverified | 0 |
| Deep-Learning-Based Single-Image Height Reconstruction from Very-High-Resolution SAR Intensity Data | Nov 3, 2021 | Autonomous DrivingDeep Learning | —Unverified | 0 |
| Deep Learning Algorithms for Hedging with Frictions | Nov 2, 2021 | Deep LearningTime Series Analysis | CodeCode Available | 0 |
| Probabilistic Deep Learning for Real-Time Large Deformation Simulations | Nov 2, 2021 | Deep LearningProbabilistic Deep Learning | —Unverified | 0 |
| LogLAB: Attention-Based Labeling of Log Data Anomalies via Weak Supervision | Nov 2, 2021 | Deep Learning | —Unverified | 0 |
| Fine-grained Temporal Relation Extraction with Ordered-Neuron LSTM and Graph Convolutional Networks | Nov 1, 2021 | Deep LearningRelation | —Unverified | 0 |
| AUTOSUMM: Automatic Model Creation for Text Summarization | Nov 1, 2021 | Abstractive Text SummarizationDeep Learning | —Unverified | 0 |
| Shortcutted Commonsense: Data Spuriousness in Deep Learning of Commonsense Reasoning | Nov 1, 2021 | Deep Learning | CodeCode Available | 1 |
| Multi-task Learning to Enable Location Mention Identification in the Early Hours of a Crisis Event | Nov 1, 2021 | Deep LearningMulti-Task Learning | —Unverified | 0 |
| Evaluating the carbon footprint of NLP methods: a survey and analysis of existing tools | Nov 1, 2021 | Deep Learningnamed-entity-recognition | —Unverified | 0 |
| Sub-cortical structure segmentation database for young population | Nov 1, 2021 | Brain SegmentationDeep Learning | —Unverified | 0 |
| Large-Scale Deep Learning Optimizations: A Comprehensive Survey | Nov 1, 2021 | Deep LearningSurvey | —Unverified | 0 |
| Collage: Seamless Integration of Deep Learning Backends with Automatic Placement | Nov 1, 2021 | CPUDeep Learning | CodeCode Available | 1 |
| Robust Deep Learning from Crowds with Belief Propagation | Nov 1, 2021 | Deep LearningVariational Inference | CodeCode Available | 1 |
| Robustness of deep learning algorithms in astronomy -- galaxy morphology studies | Nov 1, 2021 | AstronomyDeep Learning | —Unverified | 0 |
| Deep Learning in Human Activity Recognition with Wearable Sensors: A Review on Advances | Oct 31, 2021 | Activity RecognitionDeep Learning | —Unverified | 0 |
| Differentiable Tracking-Based Training of Deep Learning Sound Source Localizers | Oct 29, 2021 | ClassificationDeep Learning | CodeCode Available | 1 |
| Multi-target tracking for video surveillance using deep affinity network: a brief review | Oct 29, 2021 | Deep Learning | —Unverified | 0 |
| Holistic Deep Learning | Oct 29, 2021 | Adversarial RobustnessDeep Learning | CodeCode Available | 1 |
| Distributing Deep Learning Hyperparameter Tuning for 3D Medical Image Segmentation | Oct 29, 2021 | BenchmarkingBrain Tumor Segmentation | CodeCode Available | 0 |
| Enhancing RF Sensing with Deep Learning: A Layered Approach | Oct 28, 2021 | Deep Learning | —Unverified | 0 |
| MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning | Oct 28, 2021 | Deep Learningimage-classification | CodeCode Available | 1 |
| Colossal-AI: A Unified Deep Learning System For Large-Scale Parallel Training | Oct 28, 2021 | Deep LearningGPU | CodeCode Available | 4 |
| End-to-End Speech Emotion Recognition: Challenges of Real-Life Emergency Call Centers Data Recordings | Oct 28, 2021 | Deep LearningEmotion Recognition | —Unverified | 0 |
| OneFlow: Redesign the Distributed Deep Learning Framework from Scratch | Oct 28, 2021 | Deep Learning | CodeCode Available | 3 |
| Facial Emotion Recognition: A multi-task approach using deep learning | Oct 28, 2021 | Deep LearningEmotion Recognition | CodeCode Available | 0 |
| Generating 3D Molecules Conditional on Receptor Binding Sites with Deep Generative Models | Oct 28, 2021 | Deep LearningDrug Discovery | CodeCode Available | 1 |
| Combining Vagueness Detection with Deep Learning to Identify Fake News | Oct 27, 2021 | Deep Learning | —Unverified | 0 |
| Deep learning via message passing algorithms based on belief propagation | Oct 27, 2021 | Continual LearningDeep Learning | —Unverified | 0 |
| Deep Learning For Prominence Detection In Children's Read Speech | Oct 27, 2021 | Deep Learning | —Unverified | 0 |
| Ask "Who", Not "What": Bitcoin Volatility Forecasting with Twitter Data | Oct 27, 2021 | Deep Learning | CodeCode Available | 0 |
| Does the Data Induce Capacity Control in Deep Learning? | Oct 27, 2021 | Deep LearningGeneralization Bounds | CodeCode Available | 0 |