| DGL-LifeSci: An Open-Source Toolkit for Deep Learning on Graphs in Life Science | Jun 27, 2021 | Deep LearningMolecular Property Prediction | CodeCode Available | 1 | 5 |
| Neo-GNNs: Neighborhood Overlap-aware Graph Neural Networks for Link Prediction | Jun 9, 2022 | Graph ClassificationLink Prediction | CodeCode Available | 1 | 5 |
| DFPN: Deformable Frame Prediction Network | May 26, 2021 | PredictionVideo Compression | CodeCode Available | 1 | 5 |
| Neural Common Neighbor with Completion for Link Prediction | Feb 2, 2023 | Link PredictionPrediction | CodeCode Available | 1 | 5 |
| Exploring Relational Context for Multi-Task Dense Prediction | Apr 28, 2021 | Neural Architecture SearchPrediction | CodeCode Available | 1 | 5 |
| Dimensionality reduction to maximize prediction generalization capability | Mar 1, 2020 | Dimensionality ReductionPrediction | CodeCode Available | 1 | 5 |
| ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast | Feb 2, 2024 | PredictionValue prediction | CodeCode Available | 1 | 5 |
| Neural Structured Prediction for Inductive Node Classification | Apr 15, 2022 | ClassificationNode Classification | CodeCode Available | 1 | 5 |
| Fast Batch Nuclear-norm Maximization and Minimization for Robust Domain Adaptation | Jul 13, 2021 | DiversityDomain Adaptation | CodeCode Available | 1 | 5 |
| Federated Learning-based Vehicle Trajectory Prediction against Cyberattacks | Jun 14, 2023 | Federated LearningPrediction | 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 |
| Diffusion Models for Video Prediction and Infilling | Jun 15, 2022 | PredictionVideo Generation | CodeCode Available | 1 | 5 |
| Disconnected Emerging Knowledge Graph Oriented Inductive Link Prediction | Sep 3, 2022 | Contrastive LearningInductive Link Prediction | CodeCode Available | 1 | 5 |
| A Surrogate Objective Framework for Prediction+Optimization with Soft Constraints | Nov 22, 2021 | Portfolio OptimizationPrediction | CodeCode Available | 1 | 5 |
| Discrete Semantic Tokenization for Deep CTR Prediction | Mar 13, 2024 | Click-Through Rate PredictionNews Recommendation | CodeCode Available | 1 | 5 |
| Disentangled Information Bottleneck | Dec 14, 2020 | Adversarial AttackOut-of-Distribution Detection | CodeCode Available | 1 | 5 |
| Disentangling Label Distribution for Long-tailed Visual Recognition | Dec 1, 2020 | Image ClassificationLong-tail Learning | CodeCode Available | 1 | 5 |
| Distance-Enhanced Graph Neural Network for Link Prediction | May 20, 2021 | Graph Neural NetworkLink Prediction | CodeCode Available | 1 | 5 |
| Disentangling Object Motion and Occlusion for Unsupervised Multi-frame Monocular Depth | Mar 29, 2022 | Depth EstimationDepth Prediction | CodeCode Available | 1 | 5 |
| Disentangling Physical Dynamics from Unknown Factors for Unsupervised Video Prediction | Mar 3, 2020 | DisentanglementPrediction | CodeCode Available | 1 | 5 |
| AIR^2 for Interaction Prediction | Nov 16, 2021 | motion predictionPrediction | CodeCode Available | 1 | 5 |
| Exploiting Diffusion Prior for Generalizable Dense Prediction | Nov 30, 2023 | Intrinsic Image DecompositionPrediction | CodeCode Available | 1 | 5 |
| Automated Concatenation of Embeddings for Structured Prediction | Oct 10, 2020 | Aspect ExtractionChunking | CodeCode Available | 1 | 5 |
| OccFeat: Self-supervised Occupancy Feature Prediction for Pretraining BEV Segmentation Networks | Apr 22, 2024 | BEV SegmentationPrediction | CodeCode Available | 1 | 5 |
| Exploring Attention GAN for Vehicle Motion Prediction | Sep 26, 2022 | Autonomous DrivingMotion Forecasting | CodeCode Available | 1 | 5 |
