| Fair Regression: Quantitative Definitions and Reduction-based Algorithms | May 30, 2019 | AttributeFairness | CodeCode Available | 1 | 5 |
| Batch Multivalid Conformal Prediction | Sep 30, 2022 | Conformal PredictionPrediction | CodeCode Available | 1 | 5 |
| Beyond Clicks: Modeling Multi-Relational Item Graph for Session-Based Target Behavior Prediction | Feb 19, 2020 | Graph Neural NetworkPrediction | CodeCode Available | 1 | 5 |
| FaPN: Feature-aligned Pyramid Network for Dense Image Prediction | Aug 16, 2021 | feature selectionPrediction | CodeCode Available | 1 | 5 |
| Dirichlet-based Uncertainty Calibration for Active Domain Adaptation | Feb 27, 2023 | Active LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction | Aug 18, 2023 | Predictionregression | CodeCode Available | 1 | 5 |
| Dimensionality reduction to maximize prediction generalization capability | Mar 1, 2020 | Dimensionality ReductionPrediction | CodeCode Available | 1 | 5 |
| Non-Probability Sampling Network for Stochastic Human Trajectory Prediction | Mar 25, 2022 | Pedestrian Trajectory PredictionPrediction | CodeCode Available | 1 | 5 |
| Disconnected Emerging Knowledge Graph Oriented Inductive Link Prediction | Sep 3, 2022 | Contrastive LearningInductive Link Prediction | CodeCode Available | 1 | 5 |
| Disentangled Information Bottleneck | Dec 14, 2020 | Adversarial AttackOut-of-Distribution Detection | CodeCode Available | 1 | 5 |
| NyayaAnumana & INLegalLlama: The Largest Indian Legal Judgment Prediction Dataset and Specialized Language Model for Enhanced Decision Analysis | Dec 11, 2024 | Continual PretrainingLanguage Modeling | CodeCode Available | 1 | 5 |
| Discrete Semantic Tokenization for Deep CTR Prediction | Mar 13, 2024 | Click-Through Rate PredictionNews Recommendation | CodeCode Available | 1 | 5 |
| FastSal: a Computationally Efficient Network for Visual Saliency Prediction | Aug 25, 2020 | DecoderPrediction | CodeCode Available | 1 | 5 |
| Few-shot Personalized Scanpath Prediction | Jan 1, 2025 | PredictionScanpath prediction | CodeCode Available | 1 | 5 |
| Diverse and Admissible Trajectory Prediction through Multimodal Context Understanding | Aug 1, 2020 | Autonomous DrivingDecision Making | CodeCode Available | 1 | 5 |
| Distance-Enhanced Graph Neural Network for Link Prediction | May 20, 2021 | Graph Neural NetworkLink Prediction | CodeCode Available | 1 | 5 |
| Distinguish Confusing Law Articles for Legal Judgment Prediction | Apr 6, 2020 | ArticlesGraph Neural Network | CodeCode Available | 1 | 5 |
| Distributional Correlation--Aware Knowledge Distillation for Stock Trading Volume Prediction | Aug 4, 2022 | Knowledge DistillationPrediction | CodeCode Available | 1 | 5 |
| O-GNN: Incorporating Ring Priors into Molecular Modeling | May 1, 2023 | Drug DesignGraph Regression | CodeCode Available | 1 | 5 |
| Olfactory Label Prediction on Aroma-Chemical Pairs | Dec 26, 2023 | Graph Neural NetworkPrediction | CodeCode Available | 1 | 5 |
| AIR^2 for Interaction Prediction | Nov 16, 2021 | motion predictionPrediction | CodeCode Available | 1 | 5 |
| From Goals, Waypoints & Paths To Long Term Human Trajectory Forecasting | Dec 2, 2020 | PredictionTrajectory Forecasting | CodeCode Available | 1 | 5 |
| Accurate ADMET Prediction with XGBoost | Apr 15, 2022 | Drug DiscoveryMolecular Property Prediction | CodeCode Available | 1 | 5 |
| Understanding the Role of Textual Prompts in LLM for Time Series Forecasting: an Adapter View | Nov 24, 2023 | Anomaly DetectionFew-Shot Learning | CodeCode Available | 1 | 5 |
| Airfoil's Aerodynamic Coefficients Prediction using Artificial Neural Network | Sep 24, 2021 | Prediction | CodeCode Available | 1 | 5 |
| On Latency Predictors for Neural Architecture Search | Mar 4, 2024 | Hardware Aware Neural Architecture SearchMeta-Learning | CodeCode Available | 1 | 5 |
| AirPhyNet: Harnessing Physics-Guided Neural Networks for Air Quality Prediction | Feb 6, 2024 | Prediction | CodeCode Available | 1 | 5 |
| Exploring Navigation Maps for Learning-Based Motion Prediction | Feb 13, 2023 | Autonomous DrivingKnowledge Distillation | CodeCode Available | 1 | 5 |
| Exploring evolution-aware & -free protein language models as protein function predictors | Jun 14, 2022 | Multiple Sequence AlignmentPrediction | CodeCode Available | 1 | 5 |
| Exploring QSAR Models for Activity-Cliff Prediction | Jan 31, 2023 | molecular representationPrediction | CodeCode Available | 1 | 5 |
| Autoregressive Structured Prediction with Language Models | Oct 26, 2022 | Coreference ResolutionNamed Entity Recognition | CodeCode Available | 1 | 5 |
| DiverseDepth: Affine-invariant Depth Prediction Using Diverse Data | Feb 3, 2020 | Depth EstimationDepth Prediction | CodeCode Available | 1 | 5 |
| Document-level Event Extraction via Parallel Prediction Networks | Aug 1, 2021 | DecoderDocument-level Event Extraction | CodeCode Available | 1 | 5 |
| Exploring Relational Context for Multi-Task Dense Prediction | Apr 28, 2021 | Neural Architecture SearchPrediction | CodeCode Available | 1 | 5 |
| Optimizing Feature Set for Click-Through Rate Prediction | Jan 26, 2023 | Click-Through Rate PredictionPrediction | CodeCode Available | 1 | 5 |
| Addressing Prediction Delays in Time Series Forecasting: A Continuous GRU Approach with Derivative Regularization | Jun 29, 2024 | Dynamic Time WarpingPrediction | CodeCode Available | 1 | 5 |
| Air Traffic Controller Workload Level Prediction using Conformalized Dynamical Graph Learning | Jul 20, 2023 | Conformal PredictionGraph Learning | CodeCode Available | 1 | 5 |
| Otter-Knowledge: benchmarks of multimodal knowledge graph representation learning from different sources for drug discovery | Jun 22, 2023 | Drug DiscoveryGraph Representation Learning | CodeCode Available | 1 | 5 |
| Accurate and efficient protein embedding using multi-teacher distillation learning | May 20, 2024 | PredictionProtein Annotation | CodeCode Available | 1 | 5 |
| Domain Generalization Strategy to Train Classifiers Robust to Spatial-Temporal Shift | Dec 6, 2022 | Deep LearningDomain Generalization | CodeCode Available | 1 | 5 |
| Explainable Link Prediction for Emerging Entities in Knowledge Graphs | May 1, 2020 | Knowledge GraphsLink Prediction | 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 |
| DoseDiff: Distance-aware Diffusion Model for Dose Prediction in Radiotherapy | Jun 28, 2023 | Computed Tomography (CT)Denoising | CodeCode Available | 1 | 5 |
| OVO: Open-Vocabulary Occupancy | May 25, 2023 | Knowledge DistillationPrediction | CodeCode Available | 1 | 5 |
| Adaptive Conformal Prediction by Reweighting Nonconformity Score | Mar 22, 2023 | Conformal PredictionPrediction | CodeCode Available | 1 | 5 |
| DRG-LLaMA : Tuning LLaMA Model to Predict Diagnosis-related Group for Hospitalized Patients | Sep 22, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Driver Intention Anticipation Based on In-Cabin and Driving SceneMonitoring | Jun 20, 2020 | Prediction | CodeCode Available | 1 | 5 |
| Dynamic Causal Graph Convolutional Network for Traffic Prediction | Jun 12, 2023 | PredictionTraffic Prediction | CodeCode Available | 1 | 5 |
| Exploring Attention GAN for Vehicle Motion Prediction | Sep 26, 2022 | Autonomous DrivingMotion Forecasting | CodeCode Available | 1 | 5 |
| Explaining Deep Graph Networks with Molecular Counterfactuals | Nov 9, 2020 | counterfactualPrediction | CodeCode Available | 1 | 5 |
