| Learning Unknown from Correlations: Graph Neural Network for Inter-novel-protein Interaction Prediction | May 14, 2021 | Graph Neural NetworkPrediction | CodeCode Available | 1 |
| Coupling Intent and Action for Pedestrian Crossing Behavior Prediction | May 10, 2021 | Action DetectionAutonomous Vehicles | CodeCode Available | 1 |
| Local Frequency Domain Transformer Networks for Video Prediction | May 10, 2021 | Motion SegmentationPrediction | CodeCode Available | 1 |
| Trajectory Prediction for Autonomous Driving with Topometric Map | May 9, 2021 | Autonomous DrivingPrediction | CodeCode Available | 1 |
| NeuralLog: a Neural Logic Language | May 4, 2021 | Link PredictionPrediction | CodeCode Available | 1 |
| Maneuver-Aware Pooling for Vehicle Trajectory Prediction | Apr 29, 2021 | Autonomous VehiclesDecoder | CodeCode Available | 1 |
| Genotype-Guided Radiomics Signatures for Recurrence Prediction of Non-Small-Cell Lung Cancer | Apr 29, 2021 | Prediction | CodeCode Available | 1 |
| PDNet: Toward Better One-Stage Object Detection With Prediction Decoupling | Apr 28, 2021 | Objectobject-detection | CodeCode Available | 1 |
| Exploring Relational Context for Multi-Task Dense Prediction | Apr 28, 2021 | Neural Architecture SearchPrediction | CodeCode Available | 1 |
| Aligned Contrastive Predictive Coding | Apr 24, 2021 | Prediction | CodeCode Available | 1 |
| Deep Learning Based Assessment of Synthetic Speech Naturalness | Apr 23, 2021 | Deep LearningPrediction | CodeCode Available | 1 |
| XCrossNet: Feature Structure-Oriented Learning for Click-Through Rate Prediction | Apr 22, 2021 | Click-Through Rate PredictionFeature Engineering | CodeCode Available | 1 |
| Link Prediction on N-ary Relational Data Based on Relatedness Evaluation | Apr 21, 2021 | Knowledge GraphsLink Prediction | CodeCode Available | 1 |
| FIERY: Future Instance Prediction in Bird's-Eye View from Surround Monocular Cameras | Apr 21, 2021 | Autonomous DrivingBird's-Eye View Semantic Segmentation | CodeCode Available | 1 |
| Comparing Correspondences: Video Prediction with Correspondence-wise Losses | Apr 19, 2021 | Optical Flow EstimationPrediction | CodeCode Available | 1 |
| Consistent Accelerated Inference via Confident Adaptive Transformers | Apr 18, 2021 | Computational EfficiencyConformal Prediction | CodeCode Available | 1 |
| MEG: Generating Molecular Counterfactual Explanations for Deep Graph Networks | Apr 16, 2021 | counterfactualExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| NePTuNe: Neural Powered Tucker Network for Knowledge Graph Completion | Apr 15, 2021 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 1 |
| Revisiting Hierarchical Approach for Persistent Long-Term Video Prediction | Apr 14, 2021 | PredictionTranslation | CodeCode Available | 1 |
| Trajectory Prediction with Latent Belief Energy-Based Model | Apr 7, 2021 | modelPrediction | CodeCode Available | 1 |
| SGCN:Sparse Graph Convolution Network for Pedestrian Trajectory Prediction | Apr 4, 2021 | Pedestrian Trajectory PredictionPrediction | CodeCode Available | 1 |
| Multitask Recalibrated Aggregation Network for Medical Code Prediction | Apr 2, 2021 | Medical Code PredictionPrediction | CodeCode Available | 1 |
| Stock price prediction using Generative Adversarial Networks | Apr 2, 2021 | Fraud DetectionGenerative Adversarial Network | CodeCode Available | 1 |
| Cross-validation: what does it estimate and how well does it do it? | Apr 1, 2021 | Prediction | CodeCode Available | 1 |
| LaPred: Lane-Aware Prediction of Multi-Modal Future Trajectories of Dynamic Agents | Apr 1, 2021 | PredictionSelf-Supervised Learning | CodeCode Available | 1 |
| Anytime Dense Prediction with Confidence Adaptivity | Apr 1, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Deformable Linear Object Prediction Using Locally Linear Latent Dynamics | Mar 26, 2021 | ObjectPrediction | CodeCode Available | 1 |
| Congestion-aware Multi-agent Trajectory Prediction for Collision Avoidance | Mar 26, 2021 | Collision AvoidancePrediction | CodeCode Available | 1 |
| Evaluation of deep learning models for multi-step ahead time series prediction | Mar 26, 2021 | DecoderDeep Learning | CodeCode Available | 1 |
| Stepwise Goal-Driven Networks for Trajectory Prediction | Mar 25, 2021 | DecoderMulti-future Trajectory Prediction | CodeCode Available | 1 |
| Transformer-Based Attention Networks for Continuous Pixel-Wise Prediction | Mar 22, 2021 | DecoderDepth Estimation | CodeCode Available | 1 |
| COMPLETER: Incomplete Multi-view Clustering via Contrastive Prediction | Mar 22, 2021 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Multimodal Motion Prediction with Stacked Transformers | Mar 22, 2021 | Autonomous DrivingDiversity | CodeCode Available | 1 |
| Big Data for Traffic Estimation and Prediction: A Survey of Data and Tools | Mar 18, 2021 | Prediction | CodeCode Available | 1 |
| Beyond Image to Depth: Improving Depth Prediction using Echoes | Mar 15, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Three Steps to Multimodal Trajectory Prediction: Modality Clustering, Classification and Synthesis | Mar 14, 2021 | ClusteringGeneral Classification | CodeCode Available | 1 |
| Inductive Relation Prediction by BERT | Mar 12, 2021 | Few-Shot LearningInductive Learning | CodeCode Available | 1 |
| Reformulating HOI Detection as Adaptive Set Prediction | Mar 10, 2021 | Human-Object Interaction DetectionPrediction | CodeCode Available | 1 |
| Topology-Aware Correlations Between Relations for Inductive Link Prediction in Knowledge Graphs | Mar 5, 2021 | Inductive Link PredictionKnowledge Graphs | CodeCode Available | 1 |
| Enhanced Aspect-Based Sentiment Analysis Models with Progressive Self-supervised Attention Learning | Mar 5, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Variational Structured Attention Networks for Deep Visual Representation Learning | Mar 5, 2021 | Depth EstimationPrediction | CodeCode Available | 1 |
| MotionRNN: A Flexible Model for Video Prediction with Spacetime-Varying Motions | Mar 3, 2021 | PredictionVideo Prediction | CodeCode Available | 1 |
| Spatial‐temporal attention wavenet: A deep learning framework for traffic prediction considering spatial‐temporal dependencies | Mar 2, 2021 | PredictionTraffic Prediction | CodeCode Available | 1 |
| Assigning Confidence to Molecular Property Prediction | Feb 23, 2021 | Drug DesignMolecular Docking | CodeCode Available | 1 |
| Link Prediction with Persistent Homology: An Interactive View | Feb 20, 2021 | Graph LearningGraph Neural Network | CodeCode Available | 1 |
| WARP-Q: Quality Prediction For Generative Neural Speech Codecs | Feb 20, 2021 | Dynamic Time WarpingPrediction | CodeCode Available | 1 |
| Latent Variable Sequential Set Transformers For Joint Multi-Agent Motion Prediction | Feb 19, 2021 | Autonomous DrivingDecoder | CodeCode Available | 1 |
| Principled Simplicial Neural Networks for Trajectory Prediction | Feb 19, 2021 | PredictionTrajectory Prediction | CodeCode Available | 1 |
| Clockwork Variational Autoencoders | Feb 18, 2021 | MinecraftPrediction | CodeCode Available | 1 |
| Few-Shot Graph Learning for Molecular Property Prediction | Feb 16, 2021 | AttributeDrug Discovery | CodeCode Available | 1 |
