| Deep Learning in Concealed Dense Prediction | Apr 15, 2025 | Deep LearningPrediction | CodeCode Available | 1 | 5 |
| A Time Series is Worth Five Experts: Heterogeneous Mixture of Experts for Traffic Flow Prediction | Sep 26, 2024 | Mixture-of-ExpertsPrediction | CodeCode Available | 1 | 5 |
| PPAD: Iterative Interactions of Prediction and Planning for End-to-end Autonomous Driving | Nov 14, 2023 | Autonomous DrivingMotion Planning | CodeCode Available | 1 | 5 |
| DeepCENT: Prediction of Censored Event Time via Deep Learning | Feb 8, 2022 | Deep LearningPrediction | CodeCode Available | 1 | 5 |
| Deep and Confident Prediction for Time Series at Uber | Sep 6, 2017 | Anomaly DetectionPrediction | CodeCode Available | 1 | 5 |
| Deep Contextual Clinical Prediction with Reverse Distillation | Jul 10, 2020 | Prediction | CodeCode Available | 1 | 5 |
| Deeper Depth Prediction with Fully Convolutional Residual Networks | Jun 1, 2016 | Depth EstimationDepth Prediction | CodeCode Available | 1 | 5 |
| Decision Trees for Decision-Making under the Predict-then-Optimize Framework | Feb 29, 2020 | Decision MakingParameter Prediction | CodeCode Available | 1 | 5 |
| AttendAffectNet: Self-Attention based Networks for Predicting Affective Responses from Movies | Oct 21, 2020 | PredictionRelation | CodeCode Available | 1 | 5 |
| A Surrogate Objective Framework for Prediction+Optimization with Soft Constraints | Nov 22, 2021 | Portfolio OptimizationPrediction | CodeCode Available | 1 | 5 |
| State-of-the-Art Augmented NLP Transformer models for direct and single-step retrosynthesis | Mar 5, 2020 | Data AugmentationMemorization | CodeCode Available | 1 | 5 |
| Causal Attention for Interpretable and Generalizable Graph Classification | Dec 30, 2021 | ClassificationGraph Attention | CodeCode Available | 1 | 5 |
| DEEPER Insight into Your User: Directed Persona Refinement for Dynamic Persona Modeling | Feb 16, 2025 | PredictionRecommendation Systems | CodeCode Available | 1 | 5 |
| AdaMSS: Adaptive Multi-Modality Segmentation-to-Survival Learning for Survival Outcome Prediction from PET/CT Images | May 17, 2023 | Multi-Task LearningPrediction | CodeCode Available | 1 | 5 |
| D2-TPred: Discontinuous Dependency for Trajectory Prediction under Traffic Lights | Jul 21, 2022 | PredictionTrajectory Prediction | CodeCode Available | 1 | 5 |
| Assigning Confidence to Molecular Property Prediction | Feb 23, 2021 | Drug DesignMolecular Docking | CodeCode Available | 1 | 5 |
| Data Augmentation via Latent Diffusion for Saliency Prediction | Sep 11, 2024 | Data AugmentationDiversity | CodeCode Available | 1 | 5 |
| CycleMLP: A MLP-like Architecture for Dense Prediction | Jul 21, 2021 | Image ClassificationInstance Segmentation | CodeCode Available | 1 | 5 |
| Curiosity-driven Exploration by Self-supervised Prediction | May 15, 2017 | PredictionUnsupervised Reinforcement Learning | CodeCode Available | 1 | 5 |
| Cyclical Self-Supervision for Semi-Supervised Ejection Fraction Prediction from Echocardiogram Videos | Oct 20, 2022 | LV SegmentationPrediction | CodeCode Available | 1 | 5 |
| Data-Centric Learning from Unlabeled Graphs with Diffusion Model | Mar 17, 2023 | DenoisingGraph Property Prediction | CodeCode Available | 1 | 5 |
| Crystal Structure Prediction by Joint Equivariant Diffusion | Jul 30, 2023 | DenoisingPrediction | CodeCode Available | 1 | 5 |
| CRYSPNet: Crystal Structure Predictions via Neural Network | Mar 31, 2020 | Prediction | CodeCode Available | 1 | 5 |
| Crystal structure prediction with machine learning-based element substitution | Jan 26, 2022 | BIG-bench Machine LearningMetric Learning | CodeCode Available | 1 | 5 |
| Cryptocurrency Price Prediction using Twitter Sentiment Analysis | Mar 3, 2023 | PredictionSentiment Analysis | CodeCode Available | 1 | 5 |
| A Retrieve-and-Read Framework for Knowledge Graph Link Prediction | Dec 19, 2022 | Knowledge Graph CompletionLink Prediction | CodeCode Available | 1 | 5 |
| CrysMMNet: Multimodal Representation for Crystal Property Prediction | Jun 9, 2023 | PredictionProperty Prediction | CodeCode Available | 1 | 5 |
| Curating a COVID-19 data repository and forecasting county-level death counts in the United States | May 16, 2020 | COVID-19 TrackingDecision Making | CodeCode Available | 1 | 5 |
| Data-Driven Sample Average Approximation with Covariate Information | Jul 27, 2022 | Decision MakingPrediction | CodeCode Available | 1 | 5 |
| CPLLM: Clinical Prediction with Large Language Models | Sep 20, 2023 | Disease PredictionLanguage Modeling | CodeCode Available | 1 | 5 |
| A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Learning | Jun 9, 2022 | Model-based Reinforcement LearningPrediction | CodeCode Available | 1 | 5 |
| CRAT-Pred: Vehicle Trajectory Prediction with Crystal Graph Convolutional Neural Networks and Multi-Head Self-Attention | Feb 9, 2022 | Autonomous VehiclesMotion Forecasting | CodeCode Available | 1 | 5 |
| A Real-Time Predictive Pedestrian Collision Warning Service for Cooperative Intelligent Transportation Systems Using 3D Pose Estimation | Sep 23, 2020 | 3D Pose EstimationPose Estimation | CodeCode Available | 1 | 5 |
| CowClip: Reducing CTR Prediction Model Training Time from 12 hours to 10 minutes on 1 GPU | Apr 13, 2022 | Click-Through Rate PredictionGPU | CodeCode Available | 1 | 5 |
| coverforest: Conformal Predictions with Random Forest in Python | Jan 24, 2025 | Conformal PredictionPrediction | CodeCode Available | 1 | 5 |
| Covariance Prediction via Convex Optimization | Jan 29, 2021 | Prediction | CodeCode Available | 1 | 5 |
| Cross-validation: what does it estimate and how well does it do it? | Apr 1, 2021 | Prediction | CodeCode Available | 1 | 5 |
| Are socially-aware trajectory prediction models really socially-aware? | Aug 24, 2021 | Adversarial RobustnessAutonomous Navigation | CodeCode Available | 1 | 5 |
| A simple equivariant machine learning method for dynamics based on scalars | Oct 7, 2021 | BIG-bench Machine LearningPrediction | CodeCode Available | 1 | 5 |
| Artificial Intelligence for EEG Prediction: Applied Chaos Theory | Oct 3, 2023 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 | 5 |
| A Scalable and Generalizable Pathloss Map Prediction | Dec 6, 2023 | PredictionTransfer Learning | CodeCode Available | 1 | 5 |
| AsEP: Benchmarking Deep Learning Methods for Antibody-specific Epitope Prediction | Jul 25, 2024 | BenchmarkingDeep Learning | CodeCode Available | 1 | 5 |
| Assumption-Lean and Data-Adaptive Post-Prediction Inference | Nov 23, 2023 | Predictionvalid | CodeCode Available | 1 | 5 |
| Adversarial Sparse Transformer for Time Series Forecasting | Dec 1, 2020 | Multivariate Time Series ForecastingPrediction | CodeCode Available | 1 | 5 |
| DeepLight: Deep Lightweight Feature Interactions for Accelerating CTR Predictions in Ad Serving | Feb 17, 2020 | Click-Through Rate PredictionPrediction | CodeCode Available | 1 | 5 |
| COVID-19 growth prediction using multivariate long short term memory | May 10, 2020 | Prediction | CodeCode Available | 1 | 5 |
| Aspect Sentiment Quad Prediction as Paraphrase Generation | Oct 2, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| ASR Error Correction with Constrained Decoding on Operation Prediction | Aug 9, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| A Control-Centric Benchmark for Video Prediction | Apr 26, 2023 | PredictionVideo Prediction | CodeCode Available | 1 | 5 |
| Semantic-Fused Multi-Granularity Cross-City Traffic Prediction | Feb 23, 2023 | Graph structure learningManagement | CodeCode Available | 1 | 5 |
