| Beyond Clicks: Modeling Multi-Relational Item Graph for Session-Based Target Behavior Prediction | Feb 19, 2020 | Graph Neural NetworkPrediction | CodeCode Available | 1 |
| Enzyme promiscuity prediction using hierarchy-informed multi-label classification | Feb 18, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| DeepLight: Deep Lightweight Feature Interactions for Accelerating CTR Predictions in Ad Serving | Feb 17, 2020 | Click-Through Rate PredictionPrediction | CodeCode Available | 1 |
| Performative Prediction | Feb 16, 2020 | Prediction | CodeCode Available | 1 |
| RNA Secondary Structure Prediction By Learning Unrolled Algorithms | Feb 13, 2020 | Prediction | CodeCode Available | 1 |
| The Alzheimer's Disease Prediction Of Longitudinal Evolution (TADPOLE) Challenge: Results after 1 Year Follow-up | Feb 9, 2020 | Alzheimer's Disease DetectionDisease Prediction | CodeCode Available | 1 |
| Understanding the Automated Parameter Optimization on Transfer Learning for CPDP: An Empirical Study | Feb 8, 2020 | PredictionTransfer Learning | CodeCode Available | 1 |
| Improving S&P stock prediction with time series stock similarity | Feb 8, 2020 | PredictionStock Market Prediction | CodeCode Available | 1 |
| Knowledge Graph Embedding for Link Prediction: A Comparative Analysis | Feb 3, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| DiverseDepth: Affine-invariant Depth Prediction Using Diverse Data | Feb 3, 2020 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Tri-graph Information Propagation for Polypharmacy Side Effect Prediction | Jan 28, 2020 | Link PredictionPose Prediction | CodeCode Available | 1 |
| NLocalSAT: Boosting Local Search with Solution Prediction | Jan 26, 2020 | Prediction | CodeCode Available | 1 |
| StageNet: Stage-Aware Neural Networks for Health Risk Prediction | Jan 24, 2020 | Prediction | CodeCode Available | 1 |
| Interpretable Click-Through Rate Prediction through Hierarchical Attention | Jan 20, 2020 | Click-Through Rate PredictionMarketing | CodeCode Available | 1 |
| POPCORN: Partially Observed Prediction COnstrained ReiNforcement Learning | Jan 13, 2020 | Decision MakingPrediction | CodeCode Available | 1 |
| ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training | Jan 13, 2020 | Abstractive Text SummarizationPrediction | CodeCode Available | 1 |
| Retrosynthesis Prediction with Conditional Graph Logic Network | Jan 6, 2020 | PredictionRetrosynthesis | CodeCode Available | 1 |
| Language Models Are An Effective Patient Representation Learning Technique For Electronic Health Record Data | Jan 6, 2020 | PredictionRepresentation Learning | CodeCode Available | 1 |
| Video Saliency Prediction Using Enhanced Spatiotemporal Alignment Network | Jan 2, 2020 | PredictionSaliency Prediction | CodeCode Available | 1 |
| Modeling Fluency and Faithfulness for Diverse Neural Machine Translation | Nov 30, 2019 | Machine TranslationPrediction | CodeCode Available | 1 |
| Inductive Relation Prediction by Subgraph Reasoning | Nov 16, 2019 | Graph EmbeddingGraph Neural Network | CodeCode Available | 1 |
| Accurate Protein Structure Prediction by Embeddings and Deep Learning Representations | Nov 9, 2019 | Deep LearningDrug Design | CodeCode Available | 1 |
| Coreference Resolution as Query-based Span Prediction | Nov 5, 2019 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| PIE: A Large-Scale Dataset and Models for Pedestrian Intention Estimation and Trajectory Prediction | Oct 1, 2019 | Autonomous DrivingPrediction | CodeCode Available | 1 |
| Addressing Failure Prediction by Learning Model Confidence | Oct 1, 2019 | image-classificationImage Classification | CodeCode Available | 1 |
| Social and Scene-Aware Trajectory Prediction in Crowded Spaces | Sep 19, 2019 | PredictionSelf-Driving Cars | CodeCode Available | 1 |
| Accident Risk Prediction based on Heterogeneous Sparse Data: New Dataset and Insights | Sep 19, 2019 | Prediction | CodeCode Available | 1 |
| Multimodal Multitask Representation Learning for Pathology Biobank Metadata Prediction | Sep 17, 2019 | Decision MakingPrediction | CodeCode Available | 1 |
| Building Calibrated Deep Models via Uncertainty Matching with Auxiliary Interval Predictors | Sep 9, 2019 | Object LocalizationPrediction | CodeCode Available | 1 |
| Learning Trajectory Dependencies for Human Motion Prediction | Aug 15, 2019 | Human motion predictionHuman Pose Forecasting | CodeCode Available | 1 |
| Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks | Aug 3, 2019 | PredictionRepresentation Learning | CodeCode Available | 1 |
| Predicting Motion of Vulnerable Road Users using High-Definition Maps and Efficient ConvNets | Jun 20, 2019 | motion predictionPrediction | CodeCode Available | 1 |
| Efficient Set-Valued Prediction in Multi-Class Classification | Jun 19, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Learning the Graphical Structure of Electronic Health Records with Graph Convolutional Transformer | Jun 11, 2019 | Graph ReconstructionPrediction | CodeCode Available | 1 |
| Fair Regression: Quantitative Definitions and Reduction-based Algorithms | May 30, 2019 | AttributeFairness | CodeCode Available | 1 |
| Structured Output Learning with Conditional Generative Flows | May 30, 2019 | PredictionStructured Prediction | CodeCode Available | 1 |
| Generative Imputation and Stochastic Prediction | May 22, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| MMKG: Multi-Modal Knowledge Graphs | Mar 13, 2019 | Knowledge GraphsLink Prediction | CodeCode Available | 1 |
| Structural Recurrent Neural Network for Traffic Speed Prediction | Feb 18, 2019 | PredictionTime Series | CodeCode Available | 1 |
| Peeking into the Future: Predicting Future Person Activities and Locations in Videos | Feb 11, 2019 | Activity PredictionFuture prediction | CodeCode Available | 1 |
| TuckER: Tensor Factorization for Knowledge Graph Completion | Jan 28, 2019 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 1 |
| Rank consistent ordinal regression for neural networks with application to age estimation | Jan 20, 2019 | Age And Gender ClassificationAge Estimation | CodeCode Available | 1 |
| Shallow-Deep Networks: Understanding and Mitigating Network Overthinking | Oct 16, 2018 | image-classificationImage Classification | CodeCode Available | 1 |
| Egocentric Vision-based Future Vehicle Localization for Intelligent Driving Assistance Systems | Sep 19, 2018 | Autonomous DrivingDecoder | CodeCode Available | 1 |
| Music Mood Detection Based On Audio And Lyrics With Deep Neural Net | Sep 19, 2018 | Multimodal Emotion RecognitionMusic Emotion Recognition | CodeCode Available | 1 |
| Large-Scale Study of Curiosity-Driven Learning | Aug 13, 2018 | Atari GamesPrediction | CodeCode Available | 1 |
| Evidential Deep Learning to Quantify Classification Uncertainty | Jun 5, 2018 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| Salient Object Detection Driven by Fixation Prediction | Jun 1, 2018 | Objectobject-detection | CodeCode Available | 1 |
| Future Frame Prediction for Anomaly Detection â A New Baseline | Jun 1, 2018 | Anomaly DetectionOptical Flow Estimation | CodeCode Available | 1 |
| Convolutional Social Pooling for Vehicle Trajectory Prediction | May 15, 2018 | DecoderPrediction | CodeCode Available | 1 |
