| 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 |
