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| Stanza: A Nonlinear State Space Model for Probabilistic Inference in Non-Stationary Time Series | Jun 11, 2020 | Deep LearningState Space Models | —Unverified | 0 |
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| Physics informed deep learning for computational elastodynamics without labeled data | Jun 10, 2020 | Deep LearningPhilosophy | CodeCode Available | 1 |
| Autonomous Driving with Deep Learning: A Survey of State-of-Art Technologies | Jun 10, 2020 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| Deep generative models for musical audio synthesis | Jun 10, 2020 | Audio SynthesisDeep Learning | —Unverified | 0 |
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| Deep Learning for Change Detection in Remote Sensing Images: Comprehensive Review and Meta-Analysis | Jun 10, 2020 | Change DetectionDeep Learning | CodeCode Available | 1 |
| Extrapolation for Large-batch Training in Deep Learning | Jun 10, 2020 | Deep Learning | —Unverified | 0 |
| Towards Domain Independence in CNN-based Acoustic Localization using Deep Cross Correlations | Jun 9, 2020 | DecoderDeep Learning | —Unverified | 0 |
| An Embedded Deep Learning Object Detection Model For Traffic In Asian Countries | Jun 9, 2020 | Deep LearningModel Compression | —Unverified | 0 |
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| Deep learning of contagion dynamics on complex networks | Jun 9, 2020 | Deep LearningGraph Neural Network | —Unverified | 0 |
| An Overview of Deep Semi-Supervised Learning | Jun 9, 2020 | Deep Learningimage-classification | CodeCode Available | 2 |
| DeepFair: Deep Learning for Improving Fairness in Recommender Systems | Jun 9, 2020 | Collaborative FilteringDeep Learning | —Unverified | 0 |
| Detecting structural perturbations from time series with deep learning | Jun 9, 2020 | Bayesian InferenceDeep Learning | CodeCode Available | 0 |
| Fast Modeling and Understanding Fluid Dynamics Systems with Encoder-Decoder Networks | Jun 9, 2020 | DecoderDeep Learning | —Unverified | 0 |
| Rethinking Importance Weighting for Deep Learning under Distribution Shift | Jun 8, 2020 | Deep Learning | CodeCode Available | 1 |
| Are We Hungry for 3D LiDAR Data for Semantic Segmentation? A Survey and Experimental Study | Jun 8, 2020 | 3D Semantic SegmentationAutonomous Driving | —Unverified | 0 |
| Multi-fidelity Generative Deep Learning Turbulent Flows | Jun 8, 2020 | Deep Learning | CodeCode Available | 1 |
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| Facial Expression Recognition using Deep Learning | Jun 7, 2020 | Deep LearningFacial Expression Recognition | —Unverified | 0 |
| Attention-Based Deep Learning Framework for Human Activity Recognition with User Adaptation | Jun 6, 2020 | Activity RecognitionDeep Learning | CodeCode Available | 1 |
| Extracting Cellular Location of Human Proteins Using Deep Learning | Jun 6, 2020 | Deep Learning | —Unverified | 0 |
| Regularization of Inverse Problems by Neural Networks | Jun 6, 2020 | Deep Learning | —Unverified | 0 |
| Structure preserving deep learning | Jun 5, 2020 | Deep Learning | —Unverified | 0 |
| Real-time Human Activity Recognition Using Conditionally Parametrized Convolutions on Mobile and Wearable Devices | Jun 5, 2020 | Activity RecognitionDeep Learning | —Unverified | 0 |
| Discovering Parametric Activation Functions | Jun 5, 2020 | Deep Learningimage-classification | —Unverified | 0 |
| Sentiment Analysis Based on Deep Learning: A Comparative Study | Jun 5, 2020 | Deep LearningSentiment Analysis | —Unverified | 0 |
| Deep learning of free boundary and Stefan problems | Jun 4, 2020 | Deep Learning | CodeCode Available | 1 |
| Cracking the Black Box: Distilling Deep Sports Analytics | Jun 4, 2020 | Deep LearningSports Analytics | CodeCode Available | 0 |
| A Linear Algebraic Approach to Model Parallelism in Deep Learning | Jun 4, 2020 | Deep Learning | —Unverified | 0 |
| Pathological myopia classification with simultaneous lesion segmentation using deep learning | Jun 4, 2020 | ClassificationDeep Learning | —Unverified | 0 |
| Characterizing the Weight Space for Different Learning Models | Jun 4, 2020 | Deep Learningspeech-recognition | —Unverified | 0 |
| Nimble: Efficiently Compiling Dynamic Neural Networks for Model Inference | Jun 4, 2020 | Deep LearningDynamic neural networks | —Unverified | 0 |
| Seq2Seq AI Chatbot with Attention Mechanism | Jun 4, 2020 | BIG-bench Machine LearningChatbot | CodeCode Available | 1 |
| Robust Sampling in Deep Learning | Jun 4, 2020 | Deep Learning | CodeCode Available | 0 |
| Earnings Prediction with Deep Learning | Jun 3, 2020 | Deep LearningPrediction | —Unverified | 0 |
| Emergent Multi-Agent Communication in the Deep Learning Era | Jun 3, 2020 | Deep Learning | CodeCode Available | 0 |
| Joint Forecasting and Interpolation of Graph Signals Using Deep Learning | Jun 2, 2020 | Deep LearningTime Series | —Unverified | 0 |
| Accuracy of Deep Learning in Calibrating HJM Forward Curves | Jun 2, 2020 | Deep Learning | CodeCode Available | 1 |