| EmoDynamiX: Emotional Support Dialogue Strategy Prediction by Modelling MiXed Emotions and Discourse Dynamics | Aug 16, 2024 | Decision MakingEmotion Recognition | CodeCode Available | 1 | 5 |
| IMGCN: Interpretable Masked Graph Convolution Network for Pedestrian Trajectory Prediction | Aug 13, 2024 | Autonomous DrivingPedestrian Trajectory Prediction | CodeCode Available | 1 | 5 |
| 3D Infomax improves GNNs for Molecular Property Prediction | Oct 8, 2021 | Contrastive LearningGraph 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 |
| Improved Online Conformal Prediction via Strongly Adaptive Online Learning | Feb 15, 2023 | Conformal Predictionimage-classification | CodeCode Available | 1 | 5 |
| Improving Adaptive Conformal Prediction Using Self-Supervised Learning | Feb 23, 2023 | Conformal PredictionPrediction | CodeCode Available | 1 | 5 |
| AMGNET: multi-scale graph neural networks for flow field prediction | Oct 13, 2022 | DecoderDeep Learning | CodeCode Available | 1 | 5 |
| Contextual Parameter Generation for Knowledge Graph Link Prediction | Apr 3, 2020 | Entity EmbeddingsLink Prediction | CodeCode Available | 1 | 5 |
| Exploring Sparse Visual Prompt for Domain Adaptive Dense Prediction | Mar 17, 2023 | Depth EstimationDomain Adaptation | CodeCode Available | 1 | 5 |
| Advancing Learned Video Compression with In-loop Frame Prediction | Nov 13, 2022 | MS-SSIMPrediction | CodeCode Available | 1 | 5 |
| DLow: Diversifying Latent Flows for Diverse Human Motion Prediction | Mar 18, 2020 | DiversityHuman motion prediction | CodeCode Available | 1 | 5 |
| Author's Sentiment Prediction | Nov 12, 2020 | ArticlesPrediction | CodeCode Available | 1 | 5 |
| A benchmark study on reliable molecular supervised learning via Bayesian learning | Jun 12, 2020 | BIG-bench Machine LearningPrediction | CodeCode Available | 1 | 5 |
| Auto IV: Counterfactual Prediction via Automatic Instrumental Variable Decomposition | Jul 13, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Document-level Event Extraction via Parallel Prediction Networks | Aug 1, 2021 | DecoderDocument-level Event Extraction | CodeCode Available | 1 | 5 |
| Diverse and Admissible Trajectory Prediction through Multimodal Context Understanding | Aug 1, 2020 | Autonomous DrivingDecision Making | CodeCode Available | 1 | 5 |
| A Comprehensive Benchmark for COVID-19 Predictive Modeling Using Electronic Health Records in Intensive Care | Sep 16, 2022 | BenchmarkingDeep Learning | CodeCode Available | 1 | 5 |
| DiverseDepth: Affine-invariant Depth Prediction Using Diverse Data | Feb 3, 2020 | Depth EstimationDepth Prediction | CodeCode Available | 1 | 5 |
| Automated 3D Pre-Training for Molecular Property Prediction | Jun 13, 2023 | Drug DiscoveryGraph Learning | CodeCode Available | 1 | 5 |
| Distribution Shift Inversion for Out-of-Distribution Prediction | Jun 14, 2023 | Domain GeneralizationPrediction | 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 |
| 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 |
| Disentangling Object Motion and Occlusion for Unsupervised Multi-frame Monocular Depth | Mar 29, 2022 | Depth EstimationDepth Prediction | 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 |
| Disentangling Physical Dynamics from Unknown Factors for Unsupervised Video Prediction | Mar 3, 2020 | DisentanglementPrediction | CodeCode Available | 1 | 5 |
| Distributional Correlation--Aware Knowledge Distillation for Stock Trading Volume Prediction | Aug 4, 2022 | Knowledge DistillationPrediction | CodeCode Available | 1 | 5 |
| Discrete Semantic Tokenization for Deep CTR Prediction | Mar 13, 2024 | Click-Through Rate PredictionNews Recommendation | CodeCode Available | 1 | 5 |
| A Comparison of Neural Networks for Wireless Channel Prediction | Aug 27, 2023 | Prediction | CodeCode Available | 1 | 5 |
| Disentangled Information Bottleneck | Dec 14, 2020 | Adversarial AttackOut-of-Distribution Detection | CodeCode Available | 1 | 5 |
| ADNet: Lane Shape Prediction via Anchor Decomposition | Aug 21, 2023 | Lane DetectionPrediction | CodeCode Available | 1 | 5 |
| A Two-Stage Method for Chinese AMR Parsing | Sep 29, 2022 | AMR ParsingPrediction | CodeCode Available | 1 | 5 |
| Augmenting Legal Judgment Prediction with Contrastive Case Relations | Oct 1, 2022 | DecoderPrediction | CodeCode Available | 1 | 5 |
| Disentangling Label Distribution for Long-tailed Visual Recognition | Dec 1, 2020 | Image ClassificationLong-tail Learning | 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 |
| ADMET property prediction through combinations of molecular fingerprints | Sep 29, 2023 | Graph Neural NetworkPrediction | CodeCode Available | 1 | 5 |
| Diffusion Models for Video Prediction and Infilling | Jun 15, 2022 | PredictionVideo Generation | 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 |
| Diffusion-based Negative Sampling on Graphs for Link Prediction | Mar 25, 2024 | Link PredictionPrediction | CodeCode Available | 1 | 5 |
| Dimensionality reduction to maximize prediction generalization capability | Mar 1, 2020 | Dimensionality ReductionPrediction | CodeCode Available | 1 | 5 |
| Attention Attention Everywhere: Monocular Depth Prediction with Skip Attention | Oct 17, 2022 | DecoderDepth Estimation | CodeCode Available | 1 | 5 |
| AttendAffectNet: Self-Attention based Networks for Predicting Affective Responses from Movies | Oct 21, 2020 | PredictionRelation | CodeCode Available | 1 | 5 |
| DiffBatt: A Diffusion Model for Battery Degradation Prediction and Synthesis | Oct 31, 2024 | Battery cycle life predictionData Augmentation | 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 |
| Attention Augmented ConvLSTM for Environment Prediction | Oct 19, 2020 | Prediction | CodeCode Available | 1 | 5 |
| 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 |
| Diff-IP2D: Diffusion-Based Hand-Object Interaction Prediction on Egocentric Videos | May 7, 2024 | DenoisingObject | CodeCode Available | 1 | 5 |
| Dirichlet-based Uncertainty Calibration for Active Domain Adaptation | Feb 27, 2023 | Active LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| DeSocial: Blockchain-based Decentralized Social Networks | May 27, 2025 | Model SelectionPrediction | CodeCode Available | 1 | 5 |
| DETR3D: 3D Object Detection from Multi-view Images via 3D-to-2D Queries | Oct 13, 2021 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 | 5 |
