| Radiomics-enhanced Deep Multi-task Learning for Outcome Prediction in Head and Neck Cancer | Nov 10, 2022 | Multi-Task LearningPrediction | CodeCode Available | 1 |
| Hyperparameter optimization in deep multi-target prediction | Nov 8, 2022 | AutoMLBenchmarking | CodeCode Available | 1 |
| RCDPT: Radar-Camera fusion Dense Prediction Transformer | Nov 4, 2022 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 |
| Materials Property Prediction with Uncertainty Quantification: A Benchmark Study | Nov 4, 2022 | Active LearningBand Gap | CodeCode Available | 1 |
| Open-Vocabulary Argument Role Prediction for Event Extraction | Nov 3, 2022 | Event ExtractionLanguage Modelling | CodeCode Available | 1 |
| Exemplar Guided Deep Neural Network for Spatial Transcriptomics Analysis of Gene Expression Prediction | Oct 30, 2022 | Prediction | CodeCode Available | 1 |
| Autoregressive Structured Prediction with Language Models | Oct 26, 2022 | Coreference ResolutionNamed Entity Recognition | CodeCode Available | 1 |
| TAMFormer: Multi-Modal Transformer with Learned Attention Mask for Early Intent Prediction | Oct 26, 2022 | Prediction | CodeCode Available | 1 |
| Code4Struct: Code Generation for Few-Shot Event Structure Prediction | Oct 23, 2022 | Code GenerationEvent Argument Extraction | CodeCode Available | 1 |
| Bayesian Optimization with Conformal Prediction Sets | Oct 22, 2022 | Active LearningBayesian Optimization | CodeCode Available | 1 |
| MBTI Personality Prediction for Fictional Characters Using Movie Scripts | Oct 20, 2022 | Predictiontext-classification | CodeCode Available | 1 |
| Cyclical Self-Supervision for Semi-Supervised Ejection Fraction Prediction from Echocardiogram Videos | Oct 20, 2022 | LV SegmentationPrediction | CodeCode Available | 1 |
| Multi-view Tracking Using Weakly Supervised Human Motion Prediction | Oct 19, 2022 | Human motion predictionmotion prediction | CodeCode Available | 1 |
| Attention Attention Everywhere: Monocular Depth Prediction with Skip Attention | Oct 17, 2022 | DecoderDepth Estimation | CodeCode Available | 1 |
| Parameter-free Dynamic Graph Embedding for Link Prediction | Oct 15, 2022 | AttributeDynamic graph embedding | CodeCode Available | 1 |
| RecipeMind: Guiding Ingredient Choices from Food Pairing to Recipe Completion using Cascaded Set Transformer | Oct 14, 2022 | Prediction | CodeCode Available | 1 |
| Pishgu: Universal Path Prediction Network Architecture for Real-time Cyber-physical Edge Systems | Oct 14, 2022 | Autonomous DrivingPedestrian Trajectory Prediction | CodeCode Available | 1 |
| AMGNET: multi-scale graph neural networks for flow field prediction | Oct 13, 2022 | DecoderDeep Learning | CodeCode Available | 1 |
| GULP: a prediction-based metric between representations | Oct 12, 2022 | Prediction | CodeCode Available | 1 |
| Stock Trading Volume Prediction with Dual-Process Meta-Learning | Oct 11, 2022 | Algorithmic TradingMeta-Learning | CodeCode Available | 1 |
| A generic diffusion-based approach for 3D human pose prediction in the wild | Oct 11, 2022 | DenoisingHuman Pose Forecasting | CodeCode Available | 1 |
| A unified model for continuous conditional video prediction | Oct 11, 2022 | PredictionVideo Frame Interpolation | CodeCode Available | 1 |
| SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction | Oct 10, 2022 | Contrastive LearningKnowledge Graphs | CodeCode Available | 1 |
| Uncertainty Quantification with Pre-trained Language Models: A Large-Scale Empirical Analysis | Oct 10, 2022 | PredictionUncertainty Quantification | CodeCode Available | 1 |
| How do you go where? Improving next location prediction by learning travel mode information using transformers | Oct 8, 2022 | Prediction | CodeCode Available | 1 |
| Causal Inference for Chatting Handoff | Oct 6, 2022 | Causal InferenceChatbot | CodeCode Available | 1 |
| Selection by Prediction with Conformal p-values | Oct 4, 2022 | Decision MakingDrug Discovery | CodeCode Available | 1 |
| RAP: Risk-Aware Prediction for Robust Planning | Oct 4, 2022 | Prediction | CodeCode Available | 1 |
| LOPR: Latent Occupancy PRediction using Generative Models | Oct 3, 2022 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning | Oct 3, 2022 | ClusteringDepth Estimation | CodeCode Available | 1 |
| Predictive Inference with Feature Conformal Prediction | Oct 1, 2022 | Conformal PredictionImage Segmentation | CodeCode Available | 1 |
| Augmenting Legal Judgment Prediction with Contrastive Case Relations | Oct 1, 2022 | DecoderPrediction | CodeCode Available | 1 |
| Batch Multivalid Conformal Prediction | Sep 30, 2022 | Conformal PredictionPrediction | CodeCode Available | 1 |
| Graph Neural Networks for Link Prediction with Subgraph Sketching | Sep 30, 2022 | GPULink Prediction | CodeCode Available | 1 |
| A Two-Stage Method for Chinese AMR Parsing | Sep 29, 2022 | AMR ParsingPrediction | CodeCode Available | 1 |
| Unraveling Key Elements Underlying Molecular Property Prediction: A Systematic Study | Sep 26, 2022 | Drug DiscoveryMolecular Property Prediction | CodeCode Available | 1 |
| Exploring Attention GAN for Vehicle Motion Prediction | Sep 26, 2022 | Autonomous DrivingMotion Forecasting | CodeCode Available | 1 |
| Expanding the Deployment Envelope of Behavior Prediction via Adaptive Meta-Learning | Sep 23, 2022 | Meta-LearningPrediction | CodeCode Available | 1 |
| Periodic Graph Transformers for Crystal Material Property Prediction | Sep 23, 2022 | Band GapFormation Energy | CodeCode Available | 1 |
| T2FPV: Dataset and Method for Correcting First-Person View Errors in Pedestrian Trajectory Prediction | Sep 22, 2022 | ImputationPedestrian Trajectory Prediction | CodeCode Available | 1 |
| GATraj: A Graph- and Attention-based Multi-Agent Trajectory Prediction Model | Sep 16, 2022 | Autonomous DrivingDecoder | CodeCode Available | 1 |
| A Comprehensive Benchmark for COVID-19 Predictive Modeling Using Electronic Health Records in Intensive Care | Sep 16, 2022 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| Disconnected Emerging Knowledge Graph Oriented Inductive Link Prediction | Sep 3, 2022 | Contrastive LearningInductive Link Prediction | CodeCode Available | 1 |
| TransPolymer: a Transformer-based language model for polymer property predictions | Sep 3, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Solar Irradiance Forecasting with Transformer Model | Sep 2, 2022 | modelPrediction | CodeCode Available | 1 |
| Prediction-based One-shot Dynamic Parking Pricing | Aug 30, 2022 | PredictionSpatio-Temporal Forecasting | CodeCode Available | 1 |
| SurvSHAP(t): Time-dependent explanations of machine learning survival models | Aug 23, 2022 | PredictionTime-to-Event Prediction | CodeCode Available | 1 |
| UKP-SQuARE v2: Explainability and Adversarial Attacks for Trustworthy QA | Aug 19, 2022 | Adversarial AttackExplainable Models | CodeCode Available | 1 |
| Semantic Segmentation-Assisted Instance Feature Fusion for Multi-Level 3D Part Instance Segmentation | Aug 9, 2022 | 3D Instance Segmentation3D Part Segmentation | CodeCode Available | 1 |
| ASR Error Correction with Constrained Decoding on Operation Prediction | Aug 9, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
