| GoGNN: Graph of Graphs Neural Network for Predicting Structured Entity Interactions | May 12, 2020 | Prediction | CodeCode Available | 1 |
| Pretraining Federated Text Models for Next Word Prediction | May 11, 2020 | Federated LearningPrediction | CodeCode Available | 1 |
| COVID-19 growth prediction using multivariate long short term memory | May 10, 2020 | Prediction | CodeCode Available | 1 |
| Learning Geo-Contextual Embeddings for Commuting Flow Prediction | May 4, 2020 | Graph AttentionGraph Embedding | CodeCode Available | 1 |
| Rationalizing Medical Relation Prediction from Corpus-level Statistics | May 2, 2020 | Decision MakingPrediction | CodeCode Available | 1 |
| Efficient and Information-Preserving Future Frame Prediction and Beyond | May 1, 2020 | Computational Efficiencyobject-detection | CodeCode Available | 1 |
| Explainable Link Prediction for Emerging Entities in Knowledge Graphs | May 1, 2020 | Knowledge GraphsLink Prediction | CodeCode Available | 1 |
| Cross-Linguistic Syntactic Evaluation of Word Prediction Models | May 1, 2020 | Prediction | CodeCode Available | 1 |
| How do Decisions Emerge across Layers in Neural Models? Interpretation with Differentiable Masking | Apr 30, 2020 | PredictionQuestion Answering | CodeCode Available | 1 |
| PreCNet: Next-Frame Video Prediction Based on Predictive Coding | Apr 30, 2020 | PredictionSSIM | CodeCode Available | 1 |
| SkipGNN: Predicting Molecular Interactions with Skip-Graph Networks | Apr 30, 2020 | Graph Neural NetworkPrediction | CodeCode Available | 1 |
| WT5?! Training Text-to-Text Models to Explain their Predictions | Apr 30, 2020 | Prediction | CodeCode Available | 1 |
| Multi-Task Learning for Dense Prediction Tasks: A Survey | Apr 28, 2020 | Multi-Task LearningPrediction | CodeCode Available | 1 |
| MolTrans: Molecular Interaction Transformer for Drug Target Interaction Prediction | Apr 23, 2020 | Drug Discoverymolecular representation | CodeCode Available | 1 |
| M-LVC: Multiple Frames Prediction for Learned Video Compression | Apr 21, 2020 | MS-SSIMPrediction | CodeCode Available | 1 |
| Motion Segmentation using Frequency Domain Transformer Networks | Apr 18, 2020 | Motion SegmentationPrediction | CodeCode Available | 1 |
| Tensor Decompositions for temporal knowledge base completion | Apr 10, 2020 | Knowledge Base CompletionLink Prediction | CodeCode Available | 1 |
| Transformers to Learn Hierarchical Contexts in Multiparty Dialogue for Span-based Question Answering | Apr 7, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Distinguish Confusing Law Articles for Legal Judgment Prediction | Apr 6, 2020 | ArticlesGraph Neural Network | CodeCode Available | 1 |
| Hierarchical Entity Typing via Multi-level Learning to Rank | Apr 5, 2020 | DecoderEntity Typing | CodeCode Available | 1 |
| It Is Not the Journey but the Destination: Endpoint Conditioned Trajectory Prediction | Apr 4, 2020 | Autonomous NavigationMulti-future Trajectory Prediction | CodeCode Available | 1 |
| Contextual Parameter Generation for Knowledge Graph Link Prediction | Apr 3, 2020 | Entity EmbeddingsLink Prediction | CodeCode Available | 1 |
| Self-Attention ConvLSTM for Spatiotemporal Prediction | Apr 3, 2020 | PredictionVideo Prediction | CodeCode Available | 1 |
| Future Video Synthesis with Object Motion Prediction | Apr 1, 2020 | motion predictionObject | CodeCode Available | 1 |
| CRYSPNet: Crystal Structure Predictions via Neural Network | Mar 31, 2020 | Prediction | CodeCode Available | 1 |
| PiP: Planning-informed Trajectory Prediction for Autonomous Driving | Mar 25, 2020 | Autonomous DrivingFuture prediction | CodeCode Available | 1 |
| Monocular Depth Prediction through Continuous 3D Loss | Mar 21, 2020 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Privacy-preserving Traffic Flow Prediction: A Federated Learning Approach | Mar 19, 2020 | ClusteringFederated Learning | CodeCode Available | 1 |
| DLow: Diversifying Latent Flows for Diverse Human Motion Prediction | Mar 18, 2020 | DiversityHuman motion prediction | CodeCode Available | 1 |
| Realistic Re-evaluation of Knowledge Graph Completion Methods: An Experimental Study | Mar 18, 2020 | Knowledge Graph CompletionLink Prediction | CodeCode Available | 1 |
| Pretraining Image Encoders without Reconstruction via Feature Prediction Loss | Mar 16, 2020 | Prediction | CodeCode Available | 1 |
| VCNet: A Robust Approach to Blind Image Inpainting | Mar 15, 2020 | Image InpaintingPrediction | CodeCode Available | 1 |
| Collaborative Motion Prediction via Neural Motion Message Passing | Mar 14, 2020 | Autonomous Vehiclesmotion prediction | CodeCode Available | 1 |
| Invariant Causal Prediction for Block MDPs | Mar 12, 2020 | Causal InferencePrediction | CodeCode Available | 1 |
| Tidying Deep Saliency Prediction Architectures | Mar 10, 2020 | DecoderPrediction | CodeCode Available | 1 |
| Temporal Attribute Prediction via Joint Modeling of Multi-Relational Structure Evolution | Mar 9, 2020 | AttributeKnowledge Graphs | CodeCode Available | 1 |
| Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation | Mar 8, 2020 | Domain AdaptationPrediction | CodeCode Available | 1 |
| State-of-the-Art Augmented NLP Transformer models for direct and single-step retrosynthesis | Mar 5, 2020 | Data AugmentationMemorization | CodeCode Available | 1 |
| Disentangling Physical Dynamics from Unknown Factors for Unsupervised Video Prediction | Mar 3, 2020 | DisentanglementPrediction | CodeCode Available | 1 |
| Dimensionality reduction to maximize prediction generalization capability | Mar 1, 2020 | Dimensionality ReductionPrediction | CodeCode Available | 1 |
| Applications of deep learning in stock market prediction: recent progress | Feb 29, 2020 | Deep LearningPrediction | CodeCode Available | 1 |
| Decision Trees for Decision-Making under the Predict-then-Optimize Framework | Feb 29, 2020 | Decision MakingParameter Prediction | CodeCode Available | 1 |
| Anatomy-aware 3D Human Pose Estimation with Bone-based Pose Decomposition | Feb 24, 2020 | 3D Human Pose EstimationAnatomy | CodeCode Available | 1 |
| Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction | Feb 23, 2020 | PredictionVideo Generation | CodeCode Available | 1 |
| Neuron Shapley: Discovering the Responsible Neurons | Feb 23, 2020 | Prediction | CodeCode Available | 1 |
| Interpretable Crowd Flow Prediction with Spatial-Temporal Self-Attention | Feb 22, 2020 | ManagementPrediction | CodeCode Available | 1 |
| Stochastic Latent Residual Video Prediction | Feb 21, 2020 | PredictionVideo Generation | CodeCode Available | 1 |
| Transformer Hawkes Process | Feb 21, 2020 | Computational EfficiencyPoint Processes | CodeCode Available | 1 |
| Spatiotemporal Relationship Reasoning for Pedestrian Intent Prediction | Feb 20, 2020 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| Beyond Clicks: Modeling Multi-Relational Item Graph for Session-Based Target Behavior Prediction | Feb 19, 2020 | Graph Neural NetworkPrediction | CodeCode Available | 1 |
