| Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and Better | Jun 16, 2021 | Deep LearningInformation Retrieval | CodeCode Available | 1 |
| A Comprehensive Survey on Graph Anomaly Detection with Deep Learning | Jun 14, 2021 | Anomaly DetectionDeep Learning | CodeCode Available | 1 |
| Physics-Aware Downsampling with Deep Learning for Scalable Flood Modeling | Jun 14, 2021 | Deep Learning | CodeCode Available | 1 |
| Twitter Sentiment Analysis | Jun 13, 2021 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| A new Deep Learning Based Intrusion Detection System for Cloud Security | Jun 13, 2021 | Cloud ComputingDeep Learning | CodeCode Available | 1 |
| ModelDiff: Testing-Based DNN Similarity Comparison for Model Reuse Detection | Jun 11, 2021 | Deep LearningModel Compression | CodeCode Available | 1 |
| Beyond BatchNorm: Towards a Unified Understanding of Normalization in Deep Learning | Jun 10, 2021 | Deep Learning | CodeCode Available | 1 |
| Deep Learning Statistical Arbitrage | Jun 8, 2021 | Deep LearningTime Series | CodeCode Available | 1 |
| Training Strategies for Deep Learning Gravitational-Wave Searches | Jun 7, 2021 | Deep Learning | CodeCode Available | 1 |
| PreferenceNet: Encoding Human Preferences in Auction Design with Deep Learning | Jun 6, 2021 | Deep LearningDiversity | CodeCode Available | 1 |
| 3D Tensor-based Deep Learning Models for Predicting Option Price | Jun 5, 2021 | Deep LearningManagement | CodeCode Available | 1 |
| Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep Learning | Jun 4, 2021 | 3D Part SegmentationDeep Learning | CodeCode Available | 1 |
| Graph-based Deep Learning for Communication Networks: A Survey | Jun 4, 2021 | Deep LearningGraph Attention | CodeCode Available | 1 |
| NODE-GAM: Neural Generalized Additive Model for Interpretable Deep Learning | Jun 3, 2021 | Additive modelsDeep Learning | CodeCode Available | 1 |
| Deep Learning for Network Traffic Classification | Jun 2, 2021 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| Locally Valid and Discriminative Prediction Intervals for Deep Learning Models | Jun 1, 2021 | Conformal PredictionDeep Learning | CodeCode Available | 1 |
| Byakto Speech: Real-time long speech synthesis with convolutional neural network: Transfer learning from English to Bangla | May 31, 2021 | Deep Learningspeech-recognition | CodeCode Available | 1 |
| EEG-based Cross-Subject Driver Drowsiness Recognition with an Interpretable Convolutional Neural Network | May 30, 2021 | Deep LearningEEG | CodeCode Available | 1 |
| NeuralLog: Natural Language Inference with Joint Neural and Logical Reasoning | May 29, 2021 | Deep LearningLanguage Modeling | CodeCode Available | 1 |
| Ten Quick Tips for Deep Learning in Biology | May 29, 2021 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| XOmiVAE: an interpretable deep learning model for cancer classification using high-dimensional omics data | May 26, 2021 | Cancer ClassificationClassification | CodeCode Available | 1 |
| RNNoise-Ex: Hybrid Speech Enhancement System based on RNN and Spectral Features | May 25, 2021 | Deep LearningDenoising | CodeCode Available | 1 |
| Deep Learning-based Damage Mapping with InSAR Coherence Time Series | May 24, 2021 | Deep LearningTime Series | CodeCode Available | 1 |
| DeepReduce: A Sparse-tensor Communication Framework for Federated Deep Learning | May 21, 2021 | Deep Learning | CodeCode Available | 1 |
| Embracing New Techniques in Deep Learning for Estimating Image Memorability | May 21, 2021 | Deep Learning | CodeCode Available | 1 |
