| On Adversarial Robustness of Trajectory Prediction for Autonomous Vehicles | Jan 13, 2022 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 |
| Flood Prediction and Analysis on the Relevance of Features using Explainable Artificial Intelligence | Jan 13, 2022 | Explainable artificial intelligencePrediction | —Unverified | 0 |
| Improving VAE based molecular representations for compound property prediction | Jan 13, 2022 | BIG-bench Machine LearningPrediction | CodeCode Available | 1 |
| MDS-Net: A Multi-scale Depth Stratification Based Monocular 3D Object Detection Algorithm | Jan 12, 2022 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| Stock Movement Prediction Based on Bi-typed Hybrid-relational Market Knowledge Graph via Dual Attention Networks | Jan 11, 2022 | Implicit RelationsPrediction | CodeCode Available | 1 |
| Explaining Predictive Uncertainty by Looking Back at Model Explanations | Jan 11, 2022 | Decision MakingNatural Language Inference | —Unverified | 0 |
| Seizure prediction with long-term iEEG recordings: What can we learn from data nonstationarity? | Jan 11, 2022 | PredictionSeizure prediction | —Unverified | 0 |
| Multiplayer Performative Prediction: Learning in Decision-Dependent Games | Jan 10, 2022 | Prediction | —Unverified | 0 |
| GridTuner: Reinvestigate Grid Size Selection for Spatiotemporal Prediction Models [Technical Report] | Jan 10, 2022 | PredictionTraffic Prediction | —Unverified | 0 |
| TPAD: Identifying Effective Trajectory Predictions Under the Guidance of Trajectory Anomaly Detection Model | Jan 9, 2022 | Anomaly DetectionAutoML | —Unverified | 0 |
| COVID-19 Infection Segmentation from Chest CT Images Based on Scale Uncertainty | Jan 9, 2022 | PredictionSegmentation | —Unverified | 0 |
| A comprehensive review and evaluation on text predictive and entertainment systems | Jan 8, 2022 | MiscellaneousPrediction | —Unverified | 0 |
| Churn prediction in online gambling | Jan 7, 2022 | Binary ClassificationPrediction | —Unverified | 0 |
| Visual Attention Prediction Improves Performance of Autonomous Drone Racing Agents | Jan 7, 2022 | Decision MakingImitation Learning | —Unverified | 0 |
| Motion Prediction via Joint Dependency Modeling in Phase Space | Jan 7, 2022 | Anatomyglobal-optimization | CodeCode Available | 0 |
| Household Energy Consumption Prediction Using the Stationary Wavelet Transform and Transformers | Jan 6, 2022 | Prediction | CodeCode Available | 0 |
| Reliability Estimation of an Advanced Nuclear Fuel using Coupled Active Learning, Multifidelity Modeling, and Subset Simulation | Jan 6, 2022 | Active LearningPrediction | —Unverified | 0 |
| Posture Prediction for Healthy Sitting using a Smart Chair | Jan 5, 2022 | Prediction | —Unverified | 0 |
| Frame Shift Prediction | Jan 5, 2022 | Graph AttentionPrediction | —Unverified | 0 |
| CHERRY: a Computational metHod for accuratE pRediction of virus-pRokarYotic interactions using a graph encoder-decoder model | Jan 4, 2022 | DecoderLink Prediction | CodeCode Available | 1 |
| Supervised Learning based QoE Prediction of Video Streaming in Future Networks: A Tutorial with Comparative Study | Jan 3, 2022 | Edge-computingFeature Engineering | —Unverified | 0 |
| Improving Feature Extraction from Histopathological Images Through A Fine-tuning ImageNet Model | Jan 3, 2022 | PredictionTransfer Learning | —Unverified | 0 |
| Multi-Objective Diverse Human Motion Prediction With Knowledge Distillation | Jan 1, 2022 | Autonomous DrivingDiversity | —Unverified | 0 |
| Whose Track Is It Anyway? Improving Robustness to Tracking Errors With Affinity-Based Trajectory Prediction | Jan 1, 2022 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Generalizing Interactive Backpropagating Refinement for Dense Prediction Networks | Jan 1, 2022 | Depth EstimationImage Matting | —Unverified | 0 |
| LTP: Lane-Based Trajectory Prediction for Autonomous Driving | Jan 1, 2022 | Autonomous DrivingDiversity | —Unverified | 0 |
| BE-STI: Spatial-Temporal Integrated Network for Class-Agnostic Motion Prediction With Bidirectional Enhancement | Jan 1, 2022 | Autonomous Drivingmotion prediction | —Unverified | 0 |
| DIFNet: Boosting Visual Information Flow for Image Captioning | Jan 1, 2022 | Image CaptioningPrediction | —Unverified | 0 |
| Human Trajectory Prediction With Momentary Observation | Jan 1, 2022 | PredictionSelf-Driving Cars | —Unverified | 0 |
| Uncertainty-Guided Probabilistic Transformer for Complex Action Recognition | Jan 1, 2022 | Action RecognitionPrediction | —Unverified | 0 |
| HiVT: Hierarchical Vector Transformer for Multi-Agent Motion Prediction | Jan 1, 2022 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 2 |
| SalyPath360: Saliency and Scanpath Prediction Framework for Omnidirectional Images | Jan 1, 2022 | DecoderPrediction | —Unverified | 0 |
| An Interacting Multiple Model for Trajectory Prediction of Intelligent Vehicles in Typical Road Traffic Scenario | Dec 31, 2021 | PredictionTrajectory Prediction | CodeCode Available | 0 |
| Exploiting Bi-directional Global Transition Patterns and Personal Preferences for Missing POI Category Identification | Dec 31, 2021 | PredictionRecommendation Systems | —Unverified | 0 |
| An Unsupervised Domain Adaptation Model based on Dual-module Adversarial Training | Dec 31, 2021 | Domain AdaptationPrediction | —Unverified | 0 |
| Dimensionality reduction for prediction: Application to Bitcoin and Ethereum | Dec 30, 2021 | Dimensionality ReductionPrediction | —Unverified | 0 |
| A Literature Review on Length of Stay Prediction for Stroke Patients using Machine Learning and Statistical Approaches | Dec 30, 2021 | Length-of-Stay predictionManagement | —Unverified | 0 |
| Causal Attention for Interpretable and Generalizable Graph Classification | Dec 30, 2021 | ClassificationGraph Attention | CodeCode Available | 1 |
| Investigating Pose Representations and Motion Contexts Modeling for 3D Motion Prediction | Dec 30, 2021 | motion predictionPrediction | CodeCode Available | 1 |
| A Survey of Deep Learning Techniques for Dynamic Branch Prediction | Dec 30, 2021 | Deep LearningPrediction | —Unverified | 0 |
| Feature-context driven Federated Meta-Learning for Rare Disease Prediction | Dec 29, 2021 | Disease PredictionFederated Learning | —Unverified | 0 |
| Bayesian Neural Hawkes Process for Event Uncertainty Prediction | Dec 29, 2021 | Decision MakingPoint Processes | —Unverified | 0 |
| Frequency-Aware Contrastive Learning for Neural Machine Translation | Dec 29, 2021 | Contrastive LearningDiversity | —Unverified | 0 |
| Multi-modal Attention Network for Stock Movements Prediction | Dec 27, 2021 | PredictionStock Prediction | CodeCode Available | 0 |
| Graph Collaborative Reasoning | Dec 27, 2021 | Link PredictionLogical Reasoning | —Unverified | 0 |
| A CNN-BiLSTM Model with Attention Mechanism for Earthquake Prediction | Dec 26, 2021 | Earthquake predictionPrediction | CodeCode Available | 0 |
| Learning Cross-Scale Weighted Prediction for Efficient Neural Video Compression | Dec 26, 2021 | Motion CompensationOptical Flow Estimation | CodeCode Available | 1 |
| Deep Learning-Based Framework for Phishing Website Detection | Dec 23, 2021 | Deep LearningPhishing Website Detection | —Unverified | 0 |
| CausalMTA: Eliminating the User Confounding Bias for Causal Multi-touch Attribution | Dec 21, 2021 | counterfactualPrediction | —Unverified | 0 |
| MPViT: Multi-Path Vision Transformer for Dense Prediction | Dec 21, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 |