| Deep Kernel Survival Analysis and Subject-Specific Survival Time Prediction Intervals | Jul 25, 2020 | PredictionPrediction Intervals | CodeCode Available | 1 | 5 |
| A Scalable and Generalizable Pathloss Map Prediction | Dec 6, 2023 | PredictionTransfer Learning | CodeCode Available | 1 | 5 |
| Exploring Attention GAN for Vehicle Motion Prediction | Sep 26, 2022 | Autonomous DrivingMotion Forecasting | CodeCode Available | 1 | 5 |
| Deep Learning-based Non-Intrusive Multi-Objective Speech Assessment Model with Cross-Domain Features | Nov 3, 2021 | PredictionSpeech Enhancement | CodeCode Available | 1 | 5 |
| ModWaveMLP: MLP-Based Mode Decomposition and Wavelet Denoising Model to Defeat Complex Structures in Traffic Forecasting | Jul 1, 2024 | DenoisingPrediction | CodeCode Available | 1 | 5 |
| Deep Learning Based Assessment of Synthetic Speech Naturalness | Apr 23, 2021 | Deep LearningPrediction | 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 |
| Batch Multivalid Conformal Prediction | Sep 30, 2022 | Conformal PredictionPrediction | CodeCode Available | 1 | 5 |
| A GNN-RNN Approach for Harnessing Geospatial and Temporal Information: Application to Crop Yield Prediction | Nov 17, 2021 | BIG-bench Machine LearningCrop Yield Prediction | CodeCode Available | 1 | 5 |
| Deep Learning for Vision-based Prediction: A Survey | Jun 30, 2020 | Autonomous DrivingDeep Learning | CodeCode Available | 1 | 5 |
| DeepMTS: Deep Multi-task Learning for Survival Prediction in Patients with Advanced Nasopharyngeal Carcinoma using Pretreatment PET/CT | Sep 16, 2021 | Computed Tomography (CT)Multi-Task Learning | CodeCode Available | 1 | 5 |
| AsEP: Benchmarking Deep Learning Methods for Antibody-specific Epitope Prediction | Jul 25, 2024 | BenchmarkingDeep Learning | CodeCode Available | 1 | 5 |
| A Graph and Attentive Multi-Path Convolutional Network for Traffic Prediction | May 30, 2022 | PredictionTraffic Prediction | 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 |
| Back to the Future: Towards Explainable Temporal Reasoning with Large Language Models | Oct 2, 2023 | AttributeInstruction Following | CodeCode Available | 1 | 5 |
| Exploring Navigation Maps for Learning-Based Motion Prediction | Feb 13, 2023 | Autonomous DrivingKnowledge Distillation | 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 |
| Extracting polygonal footprints in off-nadir images with Segment Anything Model | Aug 16, 2024 | PredictionRAG | CodeCode Available | 1 | 5 |
| Towards Explainable Traffic Flow Prediction with Large Language Models | Apr 3, 2024 | Deep LearningPrediction | CodeCode Available | 1 | 5 |
| MTP: Multi-Hypothesis Tracking and Prediction for Reduced Error Propagation | Oct 18, 2021 | PredictionTrajectory Planning | CodeCode Available | 1 | 5 |
| Explainable Prediction of Medical Codes from Clinical Text | Feb 15, 2018 | Medical Code PredictionPrediction | CodeCode Available | 1 | 5 |
| Explain and Predict, and then Predict Again | Jan 11, 2021 | Explanation GenerationFact Verification | CodeCode Available | 1 | 5 |
| Autoregressive Structured Prediction with Language Models | Oct 26, 2022 | Coreference ResolutionNamed Entity Recognition | CodeCode Available | 1 | 5 |
| ViNet: Pushing the limits of Visual Modality for Audio-Visual Saliency Prediction | Dec 11, 2020 | Action RecognitionDecoder | CodeCode Available | 1 | 5 |
| multiclassPairs: an R package to train multiclass pair-based classifier | Sep 15, 2021 | Prediction | CodeCode Available | 1 | 5 |
| Multi-class probabilistic classification using inductive and cross Venn-Abers predictors | Jun 16, 2017 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| Activity Cliff Prediction: Dataset and Benchmark | Feb 15, 2023 | Drug DiscoveryPrediction | CodeCode Available | 1 | 5 |
| Deep Structured Prediction for Facial Landmark Detection | Oct 18, 2020 | Face AlignmentFacial Landmark Detection | CodeCode Available | 1 | 5 |
| Deep Stock Predictions | Jun 8, 2020 | Portfolio OptimizationPrediction | CodeCode Available | 1 | 5 |
| DeepStruct: Pretraining of Language Models for Structure Prediction | May 21, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 | 5 |
| Explaining Deep Graph Networks with Molecular Counterfactuals | Nov 9, 2020 | counterfactualPrediction | CodeCode Available | 1 | 5 |
| DeltaDock: A Unified Framework for Accurate, Efficient, and Physically Reliable Molecular Docking | Oct 15, 2024 | Blind DockingDrug Design | CodeCode Available | 1 | 5 |
| AHP: Learning to Negative Sample for Hyperedge Prediction | Apr 13, 2022 | Hyperedge PredictionPrediction | CodeCode Available | 1 | 5 |
| DFPN: Deformable Frame Prediction Network | May 26, 2021 | PredictionVideo Compression | CodeCode Available | 1 | 5 |
| Multimodal Multitask Representation Learning for Pathology Biobank Metadata Prediction | Sep 17, 2019 | Decision MakingPrediction | 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 |
| ExplainableFold: Understanding AlphaFold Prediction with Explainable AI | Jan 27, 2023 | counterfactualPrediction | CodeCode Available | 1 | 5 |
| Explainable Global Wildfire Prediction Models using Graph Neural Networks | Feb 11, 2024 | BenchmarkingCommunity Detection | CodeCode Available | 1 | 5 |
| Accelerating Vision-Language Pretraining with Free Language Modeling | Mar 24, 2023 | GPULanguage Modeling | CodeCode Available | 1 | 5 |
| Delving Deep into Engagement Prediction of Short Videos | Sep 30, 2024 | PredictionRecommendation Systems | CodeCode Available | 1 | 5 |
| Expanding the Deployment Envelope of Behavior Prediction via Adaptive Meta-Learning | Sep 23, 2022 | Meta-LearningPrediction | CodeCode Available | 1 | 5 |
| A Unified Comparative Study with Generalized Conformity Scores for Multi-Output Conformal Regression | Jan 17, 2025 | Conformal PredictionPrediction | CodeCode Available | 1 | 5 |
| A voxel-level approach to brain age prediction: A method to assess regional brain aging | Oct 17, 2023 | Prediction | CodeCode Available | 1 | 5 |
| Dense Contrastive Learning for Self-Supervised Visual Pre-Training | Nov 18, 2020 | Contrastive Learningimage-classification | CodeCode Available | 1 | 5 |
| Dependency Parsing as MRC-based Span-Span Prediction | May 17, 2021 | Dependency ParsingMachine Reading Comprehension | CodeCode Available | 1 | 5 |
| DenseTNT: Waymo Open Dataset Motion Prediction Challenge 1st Place Solution | Jun 27, 2021 | Autonomous Drivingmotion prediction | CodeCode Available | 1 | 5 |
| Assigning Confidence to Molecular Property Prediction | Feb 23, 2021 | Drug DesignMolecular Docking | CodeCode Available | 1 | 5 |
| Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning | Oct 3, 2022 | ClusteringDepth Estimation | CodeCode Available | 1 | 5 |
| Assumption-Lean and Data-Adaptive Post-Prediction Inference | Nov 23, 2023 | Predictionvalid | CodeCode Available | 1 | 5 |
| Explainable Multilayer Graph Neural Network for Cancer Gene Prediction | Jan 20, 2023 | Feature ImportanceGraph Learning | CodeCode Available | 1 | 5 |
