| Augmenting Lane Perception and Topology Understanding with Standard Definition Navigation Maps | Nov 7, 2023 | Autonomous DrivingLane Detection | CodeCode Available | 1 | 5 |
| Augmenting Legal Judgment Prediction with Contrastive Case Relations | Oct 1, 2022 | DecoderPrediction | CodeCode Available | 1 | 5 |
| ReactXT: Understanding Molecular "Reaction-ship" via Reaction-Contextualized Molecule-Text Pretraining | May 23, 2024 | Molecule CaptioningPrediction | CodeCode Available | 1 | 5 |
| Enhancing predictive capabilities in fusion burning plasmas through surrogate-based optimization in core transport solvers | Dec 19, 2023 | GPUPrediction | CodeCode Available | 1 | 5 |
| Beyond Image to Depth: Improving Depth Prediction using Echoes | Mar 15, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 1 | 5 |
| Real-time Air Pollution prediction model based on Spatiotemporal Big data | Apr 5, 2018 | Air Pollution PredictionPrediction | CodeCode Available | 1 | 5 |
| RecipeMind: Guiding Ingredient Choices from Food Pairing to Recipe Completion using Cascaded Set Transformer | Oct 14, 2022 | Prediction | 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 |
| FragNet: A Graph Neural Network for Molecular Property Prediction with Four Levels of Interpretability | Oct 16, 2024 | Drug DiscoveryGraph Neural Network | CodeCode Available | 1 | 5 |
| Forecast-PEFT: Parameter-Efficient Fine-Tuning for Pre-trained Motion Forecasting Models | Jul 28, 2024 | Motion Forecastingmotion prediction | CodeCode Available | 1 | 5 |
| EqMotion: Equivariant Multi-agent Motion Prediction with Invariant Interaction Reasoning | Mar 20, 2023 | Human Pose Forecastingmotion prediction | CodeCode Available | 1 | 5 |
| Regression Trees for Fast and Adaptive Prediction Intervals | Feb 12, 2024 | PredictionPrediction Intervals | CodeCode Available | 1 | 5 |
| ALOcc: Adaptive Lifting-based 3D Semantic Occupancy and Cost Volume-based Flow Prediction | Nov 12, 2024 | 3D Semantic Occupancy PredictionAutonomous Driving | CodeCode Available | 1 | 5 |
| Relationformer: A Unified Framework for Image-to-Graph Generation | Mar 19, 2022 | Graph GenerationObject | CodeCode Available | 1 | 5 |
| Error-quantified Conformal Inference for Time Series | Feb 2, 2025 | PredictionTime Series | CodeCode Available | 1 | 5 |
| Estimating and Exploiting the Aleatoric Uncertainty in Surface Normal Estimation | Sep 20, 2021 | DecoderPrediction | CodeCode Available | 1 | 5 |
| Author's Sentiment Prediction | Nov 12, 2020 | ArticlesPrediction | CodeCode Available | 1 | 5 |
| Accurate Protein Structure Prediction by Embeddings and Deep Learning Representations | Nov 9, 2019 | Deep LearningDrug Design | CodeCode Available | 1 | 5 |
| Remember Intentions: Retrospective-Memory-based Trajectory Prediction | Mar 22, 2022 | PredictionTrajectory Prediction | CodeCode Available | 1 | 5 |
| DeepLag: Discovering Deep Lagrangian Dynamics for Intuitive Fluid Prediction | Feb 4, 2024 | Future predictionPrediction | CodeCode Available | 1 | 5 |
| Rethinking Guidance Information to Utilize Unlabeled Samples:A Label Encoding Perspective | Jun 5, 2024 | DiversityPrediction | CodeCode Available | 1 | 5 |
| Forward Prediction for Physical Reasoning | Jun 18, 2020 | PredictionVisual Reasoning | CodeCode Available | 1 | 5 |
| Retrieval & Interaction Machine for Tabular Data Prediction | Aug 11, 2021 | AttributeClick-Through Rate Prediction | CodeCode Available | 1 | 5 |
| Retrieval-Oriented Knowledge for Click-Through Rate Prediction | Apr 28, 2024 | Click-Through Rate PredictionContrastive Learning | CodeCode Available | 1 | 5 |
| FreqMoE: Enhancing Time Series Forecasting through Frequency Decomposition Mixture of Experts | Jan 25, 2025 | Mixture-of-ExpertsPrediction | CodeCode Available | 1 | 5 |
| Evaluation of Speech Representations for MOS prediction | Jun 16, 2023 | PredictionSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| Automated 3D Pre-Training for Molecular Property Prediction | Jun 13, 2023 | Drug DiscoveryGraph Learning | 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 |
| Event Prediction using Case-Based Reasoning over Knowledge Graphs | Sep 21, 2023 | Inductive Link PredictionKnowledge Graphs | CodeCode Available | 1 | 5 |
| Evidential Deep Learning to Quantify Classification Uncertainty | Jun 5, 2018 | Deep LearningGeneral Classification | CodeCode Available | 1 | 5 |
| Automated Concatenation of Embeddings for Structured Prediction | Oct 10, 2020 | Aspect ExtractionChunking | CodeCode Available | 1 | 5 |
| Evidence Selection as a Token-Level Prediction Task | Nov 1, 2021 | Claim VerificationEvidence Selection | CodeCode Available | 1 | 5 |
| LPFormer: An Adaptive Graph Transformer for Link Prediction | Oct 17, 2023 | Inductive BiasLink Prediction | CodeCode Available | 1 | 5 |
| Example-Driven Intent Prediction with Observers | Oct 17, 2020 | Attributeintent-classification | CodeCode Available | 1 | 5 |
| Disentangling Uncertainty in Machine Translation Evaluation | Apr 13, 2022 | Machine TranslationPrediction | CodeCode Available | 1 | 5 |
| Exemplar Guided Deep Neural Network for Spatial Transcriptomics Analysis of Gene Expression Prediction | Oct 30, 2022 | Prediction | CodeCode Available | 1 | 5 |
| Explainable Global Wildfire Prediction Models using Graph Neural Networks | Feb 11, 2024 | BenchmarkingCommunity Detection | CodeCode Available | 1 | 5 |
| Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning | Oct 3, 2022 | ClusteringDepth Estimation | CodeCode Available | 1 | 5 |
| ExplainableFold: Understanding AlphaFold Prediction with Explainable AI | Jan 27, 2023 | counterfactualPrediction | CodeCode Available | 1 | 5 |
| RedMotion: Motion Prediction via Redundancy Reduction | Jun 19, 2023 | Decodermotion prediction | CodeCode Available | 1 | 5 |
| A Closer Look at Mortality Risk Prediction from Electrocardiograms | Jun 24, 2024 | BenchmarkingPrediction | CodeCode Available | 1 | 5 |
| Addressing Failure Prediction by Learning Model Confidence | Oct 1, 2019 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Towards Explainable Traffic Flow Prediction with Large Language Models | Apr 3, 2024 | Deep LearningPrediction | CodeCode Available | 1 | 5 |
| Exploring Dynamic Context for Multi-path Trajectory Prediction | Oct 30, 2020 | PredictionTrajectory Forecasting | CodeCode Available | 1 | 5 |
| FitVid: Overfitting in Pixel-Level Video Prediction | Jun 24, 2021 | Image AugmentationPrediction | CodeCode Available | 1 | 5 |
| Salient Object Detection Driven by Fixation Prediction | Jun 1, 2018 | Objectobject-detection | CodeCode Available | 1 | 5 |
| Scalable and interpretable rule-based link prediction for large heterogeneous knowledge graphs | Dec 10, 2020 | ClusteringKnowledge Graphs | CodeCode Available | 1 | 5 |
| Explaining Deep Graph Networks with Molecular Counterfactuals | Nov 9, 2020 | counterfactualPrediction | CodeCode Available | 1 | 5 |
| Exploring Attention GAN for Vehicle Motion Prediction | Sep 26, 2022 | Autonomous DrivingMotion Forecasting | CodeCode Available | 1 | 5 |
| Fine-Grained Visual Classification using Self Assessment Classifier | May 21, 2022 | ClassificationContinual Learning | CodeCode Available | 1 | 5 |
