| Diffusion Models for Video Prediction and Infilling | Jun 15, 2022 | PredictionVideo Generation | CodeCode Available | 1 |
| Improving Solar Flare Prediction by Time Series Outlier Detection | Jun 14, 2022 | Outlier DetectionPrediction | —Unverified | 0 |
| Probabilistic Conformal Prediction Using Conditional Random Samples | Jun 14, 2022 | Conformal PredictionPrediction | CodeCode Available | 1 |
| Conformal Off-policy Prediction | Jun 14, 2022 | Conformal PredictionOff-policy evaluation | CodeCode Available | 0 |
| Exploring evolution-aware & -free protein language models as protein function predictors | Jun 14, 2022 | Multiple Sequence AlignmentPrediction | CodeCode Available | 1 |
| Learning Enhanced Representations for Tabular Data via Neighborhood Propagation | Jun 14, 2022 | PredictionRetrieval | CodeCode Available | 1 |
| A Dilemma for Solomonoff Prediction | Jun 13, 2022 | Prediction | —Unverified | 0 |
| Deconfounding Duration Bias in Watch-time Prediction for Video Recommendation | Jun 13, 2022 | Prediction | —Unverified | 0 |
| Graph-based Spatial Transformer with Memory Replay for Multi-future Pedestrian Trajectory Prediction | Jun 12, 2022 | Autonomous DrivingFuture prediction | CodeCode Available | 1 |
| PD-DWI: Predicting response to neoadjuvant chemotherapy in invasive breast cancer with Physiologically-Decomposed Diffusion-Weighted MRI machine-learning model | Jun 12, 2022 | Prediction | CodeCode Available | 0 |
| Balancing Bias and Variance for Active Weakly Supervised Learning | Jun 12, 2022 | Multiple Instance LearningPrediction | CodeCode Available | 0 |
| ProActive: Self-Attentive Temporal Point Process Flows for Activity Sequences | Jun 10, 2022 | Activity RecognitionPrediction | CodeCode Available | 0 |
| MEAT: Maneuver Extraction from Agent Trajectories | Jun 10, 2022 | PredictionTrajectory Prediction | —Unverified | 0 |
| Conformal Prediction Intervals for Markov Decision Process Trajectories | Jun 10, 2022 | Conformal PredictionManagement | —Unverified | 0 |
| Neo-GNNs: Neighborhood Overlap-aware Graph Neural Networks for Link Prediction | Jun 9, 2022 | Graph ClassificationLink Prediction | CodeCode Available | 1 |
| SimVP: Simpler yet Better Video Prediction | Jun 9, 2022 | PredictionVideo Prediction | CodeCode Available | 2 |
| GASP: Gated Attention For Saliency Prediction | Jun 9, 2022 | PredictionSaliency Prediction | CodeCode Available | 1 |
| Conformal Off-Policy Prediction in Contextual Bandits | Jun 9, 2022 | Conformal PredictionMulti-Armed Bandits | —Unverified | 0 |
| A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Learning | Jun 9, 2022 | Model-based Reinforcement LearningPrediction | CodeCode Available | 1 |
| It's a super deal -- train recurrent network on noisy data and get smooth prediction free | Jun 9, 2022 | PredictionTime Series | —Unverified | 0 |
| Binary Single-dimensional Convolutional Neural Network for Seizure Prediction | Jun 8, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Improving the Diagnosis of Psychiatric Disorders with Self-Supervised Graph State Space Models | Jun 7, 2022 | DiagnosticPrediction | —Unverified | 0 |
| Urban Road Safety Prediction: A Satellite Navigation Perspective | Jun 6, 2022 | Prediction | —Unverified | 0 |
| Using Connectome Features to Constrain Echo State Networks | Jun 5, 2022 | ClusteringPrediction | —Unverified | 0 |
| PEER: A Comprehensive and Multi-Task Benchmark for Protein Sequence Understanding | Jun 5, 2022 | Feature EngineeringMulti-Task Learning | CodeCode Available | 1 |
| MotionCNN: A Strong Baseline for Motion Prediction in Autonomous Driving | Jun 5, 2022 | Autonomous Drivingmotion prediction | CodeCode Available | 1 |
| Estimating counterfactual treatment outcomes over time in complex multiagent scenarios | Jun 4, 2022 | Autonomous Drivingcounterfactual | —Unverified | 0 |
| Soft Retargeting Network for Click Through Rate Prediction | Jun 4, 2022 | Click-Through Rate PredictionGraph Embedding | —Unverified | 0 |
| Constraints on parameter choices for successful reservoir computing | Jun 3, 2022 | PredictionTime Series | —Unverified | 0 |
| GIN: Graph-based Interaction-aware Constraint Policy Optimization for Autonomous Driving | Jun 3, 2022 | Autonomous Drivingmotion prediction | CodeCode Available | 1 |
| Prediction of Maneuvering Status for Aerial Vehicles using Supervised Learning Methods | Jun 2, 2022 | Binary ClassificationPrediction | —Unverified | 0 |
| KPGT: Knowledge-Guided Pre-training of Graph Transformer for Molecular Property Prediction | Jun 2, 2022 | Graph Representation LearningMolecular Property Prediction | CodeCode Available | 1 |
| Invertible Neural Networks for Graph Prediction | Jun 2, 2022 | Anomaly DetectionGraph Neural Network | CodeCode Available | 0 |
| Shortest Path Networks for Graph Property Prediction | Jun 2, 2022 | Graph ClassificationGraph Neural Network | CodeCode Available | 1 |
| Practical Adversarial Multivalid Conformal Prediction | Jun 2, 2022 | Conformal PredictionPrediction | CodeCode Available | 1 |
| MSTCGAN: Multiscale time conditional generative adversarial network for long-term satellite image sequence prediction | Jun 1, 2022 | Generative Adversarial NetworkOptical Flow Estimation | CodeCode Available | 0 |
| Movie Rating Prediction using Sentiment Features | Jun 1, 2022 | PredictionSentiment Analysis | —Unverified | 0 |
| Exploring the GLIDE model for Human Action Effect Prediction | Jun 1, 2022 | Prediction | —Unverified | 0 |
| Text Classification and Prediction in the Legal Domain | Jun 1, 2022 | ClassificationManagement | —Unverified | 0 |
| Introducing RezoJDM16k: a French KnowledgeGraph DataSet for Link Prediction | Jun 1, 2022 | 16kBenchmarking | —Unverified | 0 |
| Continuous Prediction with Experts' Advice | Jun 1, 2022 | Prediction | —Unverified | 0 |
| Assessing the trade-off between prediction accuracy and interpretability for topic modeling on energetic materials corpora | Jun 1, 2022 | Document EmbeddingPrediction | —Unverified | 0 |
| Xavier-Enabled Extreme Reservoir Machine for Millimeter-Wave Beamspace Channel Tracking | Jun 1, 2022 | Ensemble LearningPrediction | —Unverified | 0 |
| Learning-Augmented Algorithms for Online TSP on the Line | Jun 1, 2022 | PredictionTraveling Salesman Problem | —Unverified | 0 |
| DeepSPIN: Deep Structured Prediction for Natural Language Processing | Jun 1, 2022 | Machine TranslationPrediction | —Unverified | 0 |
| 3D Graph Contrastive Learning for Molecular Property Prediction | May 31, 2022 | Contrastive LearningMolecular Property Prediction | —Unverified | 0 |
| Pre-training via Denoising for Molecular Property Prediction | May 31, 2022 | DenoisingMolecular Property Prediction | CodeCode Available | 1 |
| End-to-end Optimization of Machine Learning Prediction Queries | May 31, 2022 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| Contrastive Representation Learning for 3D Protein Structures | May 31, 2022 | Contrastive LearningPrediction | —Unverified | 0 |
| Sepsis Prediction with Temporal Convolutional Networks | May 31, 2022 | Binary ClassificationPrediction | —Unverified | 0 |