| Team 9: A Comparison of Simple vs. Complex Models for Suicide Risk Assessment | Jun 1, 2021 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Improving Cross-Domain Hate Speech Detection by Reducing the False Positive Rate | Jun 1, 2021 | BlockingDeep Learning | —Unverified | 0 |
| Deep Learning on Graphs for Natural Language Processing | Jun 1, 2021 | Deep Learninggraph construction | —Unverified | 0 |
| 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 |
| Deep-Learning Discovers Macroscopic Governing Equations for Viscous Gravity Currents from Microscopic Simulation Data | May 31, 2021 | Deep Learning | —Unverified | 0 |
| Corpus-Based Paraphrase Detection Experiments and Review | May 31, 2021 | Authorship AttributionDeep Learning | —Unverified | 0 |
| Procedural Content Generation: Better Benchmarks for Transfer Reinforcement Learning | May 31, 2021 | BenchmarkingDeep Learning | —Unverified | 0 |
| Probabilistic Deep Learning with Probabilistic Neural Networks and Deep Probabilistic Models | May 31, 2021 | Deep LearningGaussian Processes | —Unverified | 0 |
| Rawlsian Fair Adaptation of Deep Learning Classifiers | May 31, 2021 | Deep LearningFairness | —Unverified | 0 |
| EEG-based Cross-Subject Driver Drowsiness Recognition with an Interpretable Convolutional Neural Network | May 30, 2021 | Deep LearningEEG | CodeCode Available | 1 |
| Surrogate Model Based Hyperparameter Tuning for Deep Learning with SPOT | May 30, 2021 | Deep Learning | —Unverified | 0 |
| Sparse Uncertainty Representation in Deep Learning with Inducing Weights | May 30, 2021 | Deep LearningUncertainty Quantification | —Unverified | 0 |
| Evaluating Resilience of Encrypted Traffic Classification Against Adversarial Evasion Attacks | May 30, 2021 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Ten Quick Tips for Deep Learning in Biology | May 29, 2021 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| Deep Learning on Monocular Object Pose Detection and Tracking: A Comprehensive Overview | May 29, 2021 | Autonomous DrivingDeep Learning | —Unverified | 0 |
| NeuralLog: Natural Language Inference with Joint Neural and Logical Reasoning | May 29, 2021 | Deep LearningLanguage Modeling | CodeCode Available | 1 |
| A Novel Framework Integrating AI Model and Enzymological Experiments Promotes Identification of SARS-CoV-2 3CL Protease Inhibitors and Activity-based Probe | May 29, 2021 | Deep LearningDrug Discovery | —Unverified | 0 |
| DeepMoM: Robust Deep Learning With Median-of-Means | May 28, 2021 | Deep Learning | —Unverified | 0 |
| Deep Learning for EEG Seizure Detection in Preterm Infants | May 28, 2021 | Deep LearningEEG | —Unverified | 0 |
| Targeted Deep Learning: Framework, Methods, and Applications | May 28, 2021 | Deep Learning | —Unverified | 0 |
| Polygonal Unadjusted Langevin Algorithms: Creating stable and efficient adaptive algorithms for neural networks | May 28, 2021 | Deep LearningStochastic Optimization | CodeCode Available | 0 |
| Geometric Deep Learning and Equivariant Neural Networks | May 28, 2021 | Deep Learningobject-detection | —Unverified | 0 |
| Deep Learning for Depression Recognition with Audiovisual Cues: A Review | May 27, 2021 | Deep LearningDepression Detection | —Unverified | 0 |
| Towards Interpretable Attention Networks for Cervical Cancer Analysis | May 27, 2021 | ClassificationDeep Learning | —Unverified | 0 |
| Recent advances and clinical applications of deep learning in medical image analysis | May 27, 2021 | Deep LearningImage Registration | —Unverified | 0 |
| Search Spaces for Neural Model Training | May 27, 2021 | Deep Learningmodel | —Unverified | 0 |
| TENSILE: A Tensor granularity dynamic GPU memory scheduling method toward multiple dynamic workloads system | May 27, 2021 | Deep LearningGPU | —Unverified | 0 |
| Designing ECG Monitoring Healthcare System with Federated Transfer Learning and Explainable AI | May 26, 2021 | Arrhythmia DetectionDeep Learning | —Unverified | 0 |
| A Comprehensive Survey on Community Detection with Deep Learning | May 26, 2021 | ClusteringCommunity Detection | —Unverified | 0 |
| Edge Detection for Satellite Images without Deep Networks | May 26, 2021 | Deep LearningEdge Detection | —Unverified | 0 |
| XOmiVAE: an interpretable deep learning model for cancer classification using high-dimensional omics data | May 26, 2021 | Cancer ClassificationClassification | CodeCode Available | 1 |
| Data Expansion using Back Translation and Paraphrasing for Hate Speech Detection | May 25, 2021 | Data AugmentationDecoder | —Unverified | 0 |
| Enhance Multimodal Model Performance with Data Augmentation: Facebook Hateful Meme Challenge Solution | May 25, 2021 | Data AugmentationDeep Learning | CodeCode Available | 0 |
| Context-Sensitive Visualization of Deep Learning Natural Language Processing Models | May 25, 2021 | Deep LearningSentence | —Unverified | 0 |
| Learning a Model-Driven Variational Network for Deformable Image Registration | May 25, 2021 | Deep LearningDenoising | —Unverified | 0 |
| Deep Neural Networks and End-to-End Learning for Audio Compression | May 25, 2021 | Audio CompressionDecoder | —Unverified | 0 |
| RNNoise-Ex: Hybrid Speech Enhancement System based on RNN and Spectral Features | May 25, 2021 | Deep LearningDenoising | CodeCode Available | 1 |
| Adversarial Attack Driven Data Augmentation for Accurate And Robust Medical Image Segmentation | May 25, 2021 | Adversarial AttackData Augmentation | —Unverified | 0 |
| A Geometry-Informed Deep Learning Framework for Ultra-Sparse 3D Tomographic Image Reconstruction | May 25, 2021 | Deep LearningImage Reconstruction | —Unverified | 0 |
| FENXI: Deep-learning Traffic Analytics at the Edge | May 25, 2021 | Deep Learning | —Unverified | 0 |
| Guided Hyperparameter Tuning Through Visualization and Inference | May 24, 2021 | Deep Learning | —Unverified | 0 |
| Deep Learning-based Damage Mapping with InSAR Coherence Time Series | May 24, 2021 | Deep LearningTime Series | CodeCode Available | 1 |
| Recent Advances and Trends in Multimodal Deep Learning: A Review | May 24, 2021 | Deep LearningMultimodal Deep Learning | —Unverified | 0 |
| Deep Learning Traversability Estimator for Mobile Robots in Unstructured Environments | May 23, 2021 | Deep Learning | CodeCode Available | 0 |
| A systematic review of Hate Speech automatic detection using Natural Language Processing | May 22, 2021 | Deep LearningHate Speech Detection | —Unverified | 0 |
| Post-Radiotherapy PET Image Outcome Prediction by Deep Learning under Biological Model Guidance: A Feasibility Study of Oropharyngeal Cancer Application | May 22, 2021 | Decision MakingDeep Learning | —Unverified | 0 |
| PAL: Intelligence Augmentation using Egocentric Visual Context Detection | May 22, 2021 | ClusteringDeep Learning | —Unverified | 0 |
| Geometric Attention Networks for Small Point Clouds | May 21, 2021 | Deep Learning | —Unverified | 0 |
| Laplace Redux - Effortless Bayesian Deep Learning | May 21, 2021 | Deep LearningMisconceptions | —Unverified | 0 |