| IMF: Interactive Multimodal Fusion Model for Link Prediction | Mar 20, 2023 | Contrastive LearningKnowledge Graphs | CodeCode Available | 1 | 5 |
| Conformal Language Modeling | Jun 16, 2023 | Conformal PredictionLanguage Modeling | CodeCode Available | 1 | 5 |
| Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language | Mar 6, 2023 | Activity PredictionAttribute | CodeCode Available | 1 | 5 |
| EigenFold: Generative Protein Structure Prediction with Diffusion Models | Apr 5, 2023 | PredictionProtein Structure Prediction | CodeCode Available | 1 | 5 |
| Context-Aware Answer Extraction in Question Answering | Nov 5, 2020 | Multi-Task LearningPrediction | CodeCode Available | 1 | 5 |
| Improving Antibody Humanness Prediction using Patent Data | Jan 25, 2024 | Contrastive LearningDrug Discovery | CodeCode Available | 1 | 5 |
| Improving S&P stock prediction with time series stock similarity | Feb 8, 2020 | PredictionStock Market Prediction | CodeCode Available | 1 | 5 |
| Improving the prediction of protein stability changes upon mutations by geometric learning and a pre-training strategy | Oct 25, 2024 | PredictionProtein Stability Prediction | CodeCode Available | 1 | 5 |
| Egocentric Vision-based Future Vehicle Localization for Intelligent Driving Assistance Systems | Sep 19, 2018 | Autonomous DrivingDecoder | CodeCode Available | 1 | 5 |
| Improving VAE based molecular representations for compound property prediction | Jan 13, 2022 | BIG-bench Machine LearningPrediction | CodeCode Available | 1 | 5 |
| Conformal Prediction for Time Series with Modern Hopfield Networks | Mar 22, 2023 | Conformal PredictionPrediction | CodeCode Available | 1 | 5 |
| Conformal Prediction for Zero-Shot Models | May 30, 2025 | Conformal PredictionPrediction | CodeCode Available | 1 | 5 |
| Conformal Prediction Intervals for Remaining Useful Lifetime Estimation | Dec 30, 2022 | Conformal PredictionManagement | CodeCode Available | 1 | 5 |
| Author's Sentiment Prediction | Nov 12, 2020 | ArticlesPrediction | CodeCode Available | 1 | 5 |
| Augmenting Lane Perception and Topology Understanding with Standard Definition Navigation Maps | Nov 7, 2023 | Autonomous DrivingLane Detection | CodeCode Available | 1 | 5 |
| Influencer Detection with Dynamic Graph Neural Networks | Nov 15, 2022 | MarketingPrediction | CodeCode Available | 1 | 5 |
| Conformal prediction set for time-series | Jun 15, 2022 | Conformal PredictionPrediction | CodeCode Available | 1 | 5 |
| Injecting Planning-Awareness into Prediction and Detection Evaluation | Oct 7, 2021 | Autonomous DrivingDecision Making | 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 |
| InteractionNet: Joint Planning and Prediction for Autonomous Driving with Transformers | Sep 7, 2023 | Autonomous DrivingCARLA longest6 | CodeCode Available | 1 | 5 |
| Interpretable bilinear attention network with domain adaptation improves drug-target prediction | Aug 3, 2022 | Domain AdaptationDrug Discovery | CodeCode Available | 1 | 5 |
| Conformal Prediction via Regression-as-Classification | Apr 12, 2024 | ClassificationConformal Prediction | CodeCode Available | 1 | 5 |
| Conformal Prediction with Missing Values | Jun 5, 2023 | Conformal PredictionData Augmentation | CodeCode Available | 1 | 5 |
| Conformal Risk Control | Aug 4, 2022 | Conformal PredictionPrediction | CodeCode Available | 1 | 5 |
| Interpretable Enzyme Function Prediction via Residue-Level Detection | Jan 10, 2025 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 | 5 |
| Applications of deep learning in stock market prediction: recent progress | Feb 29, 2020 | Deep LearningPrediction | CodeCode Available | 1 | 5 |
| Conformation-Aware Structure Prediction of Antigen-Recognizing Immune Proteins | Jul 11, 2025 | PredictionProtein Structure Prediction | CodeCode Available | 1 | 5 |
| Congestion-aware Multi-agent Trajectory Prediction for Collision Avoidance | Mar 26, 2021 | Collision AvoidancePrediction | CodeCode Available | 1 | 5 |
| Consistent Accelerated Inference via Confident Adaptive Transformers | Apr 18, 2021 | Computational EfficiencyConformal Prediction | CodeCode Available | 1 | 5 |
| Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging | Apr 2, 2022 | Few-Shot LearningPrediction | CodeCode Available | 1 | 5 |
| UniFlow: A Foundation Model for Unified Urban Spatio-Temporal Flow Prediction | Nov 20, 2024 | PredictionRetrieval | CodeCode Available | 1 | 5 |
| ISeeU2: Visually Interpretable ICU mortality prediction using deep learning and free-text medical notes | May 19, 2020 | Deep LearningICU Mortality | CodeCode Available | 1 | 5 |
| Constrained Generalized Additive 2 Model with Consideration of High-Order Interactions | Jun 5, 2021 | Autonomous DrivingPrediction | CodeCode Available | 1 | 5 |
| From Recognition to Prediction: Analysis of Human Action and Trajectory Prediction in Video | Nov 20, 2020 | Action DetectionAutonomous Driving | CodeCode Available | 1 | 5 |
| Efficient Prediction of Peptide Self-assembly through Sequential and Graphical Encoding | Jul 17, 2023 | BenchmarkingDeep Learning | CodeCode Available | 1 | 5 |
| Context-based Interpretable Spatio-Temporal Graph Convolutional Network for Human Motion Forecasting | Feb 21, 2024 | Autonomous DrivingHuman motion prediction | CodeCode Available | 1 | 5 |
| Context-Aware Timewise VAEs for Real-Time Vehicle Trajectory Prediction | Feb 21, 2023 | Autonomous DrivingPrediction | CodeCode Available | 1 | 5 |
| Approximating Full Conformal Prediction at Scale via Influence Functions | Feb 2, 2022 | Conformal PredictionPrediction | CodeCode Available | 1 | 5 |
| Contextual Parameter Generation for Knowledge Graph Link Prediction | Apr 3, 2020 | Entity EmbeddingsLink Prediction | CodeCode Available | 1 | 5 |
| Knowledge Graph Embedding for Link Prediction: A Comparative Analysis | Feb 3, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| KPGT: Knowledge-Guided Pre-training of Graph Transformer for Molecular Property Prediction | Jun 2, 2022 | Graph Representation LearningMolecular Property Prediction | CodeCode Available | 1 | 5 |
| LAformer: Trajectory Prediction for Autonomous Driving with Lane-Aware Scene Constraints | Feb 27, 2023 | Autonomous DrivingDecoder | CodeCode Available | 1 | 5 |
| Continual Predictive Learning from Videos | Apr 12, 2022 | Continual LearningPrediction | CodeCode Available | 1 | 5 |
| A principal odor map unifies diverse tasks in olfactory perception | Sep 1, 2023 | Odor Descriptor PredictionPrediction | CodeCode Available | 1 | 5 |
| A unified model for continuous conditional video prediction | Oct 11, 2022 | PredictionVideo Frame Interpolation | CodeCode Available | 1 | 5 |
| Large Language Models Powered Context-aware Motion Prediction in Autonomous Driving | Mar 17, 2024 | Autonomous DrivingMotion Forecasting | CodeCode Available | 1 | 5 |
| Efficiently predicting high resolution mass spectra with graph neural networks | Jan 26, 2023 | Graph ClassificationInformation Retrieval | CodeCode Available | 1 | 5 |
| Contrastive Learning for Conversion Rate Prediction | Jul 12, 2023 | Contrastive LearningPrediction | CodeCode Available | 1 | 5 |
| Augmenting Legal Judgment Prediction with Contrastive Case Relations | Oct 1, 2022 | DecoderPrediction | CodeCode Available | 1 | 5 |
| Efficient Motion Prediction: A Lightweight & Accurate Trajectory Prediction Model With Fast Training and Inference Speed | Sep 24, 2024 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 | 5 |
