| Dynamic-Group-Aware Networks for Multi-Agent Trajectory Prediction with Relational Reasoning | Jun 27, 2022 | DiversityPrediction | CodeCode Available | 1 | 5 |
| An Extreme-Adaptive Time Series Prediction Model Based on Probability-Enhanced LSTM Neural Networks | Nov 29, 2022 | PredictionTime Series | 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 |
| Building Calibrated Deep Models via Uncertainty Matching with Auxiliary Interval Predictors | Sep 9, 2019 | Object LocalizationPrediction | CodeCode Available | 1 | 5 |
| Building a Performance Model for Deep Learning Recommendation Model Training on GPUs | Jan 19, 2022 | GPUmodel | CodeCode Available | 1 | 5 |
| Augmenting Legal Judgment Prediction with Contrastive Case Relations | Oct 1, 2022 | DecoderPrediction | CodeCode Available | 1 | 5 |
| Dual Aspect Self-Attention based on Transformer for Remaining Useful Life Prediction | Jun 30, 2021 | DecoderPrediction | 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 |
| State-of-the-Art Augmented NLP Transformer models for direct and single-step retrosynthesis | Mar 5, 2020 | Data AugmentationMemorization | CodeCode Available | 1 | 5 |
| Auto IV: Counterfactual Prediction via Automatic Instrumental Variable Decomposition | Jul 13, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Feature Statistics Mixing Regularization for Generative Adversarial Networks | Dec 8, 2021 | Prediction | CodeCode Available | 1 | 5 |
| Advancing Learned Video Compression with In-loop Frame Prediction | Nov 13, 2022 | MS-SSIMPrediction | CodeCode Available | 1 | 5 |
| DeepGaze IIE: Calibrated prediction in and out-of-domain for state-of-the-art saliency modeling | May 26, 2021 | PredictionSaliency Prediction | CodeCode Available | 1 | 5 |
| Dual Contrastive Prediction for Incomplete Multi-view Representation Learning | Apr 1, 2023 | Action RecognitionContrastive Learning | CodeCode Available | 1 | 5 |
| EasyST: A Simple Framework for Spatio-Temporal Prediction | Sep 10, 2024 | Knowledge DistillationPrediction | CodeCode Available | 1 | 5 |
| Advancing Semantic Future Prediction through Multimodal Visual Sequence Transformers | Jan 14, 2025 | Future predictionPrediction | CodeCode Available | 1 | 5 |
| Drug–target affinity prediction using graph neural network and contact maps | Jun 1, 2020 | Drug DesignDrug Discovery | CodeCode Available | 1 | 5 |
| A Two-Stage Method for Chinese AMR Parsing | Sep 29, 2022 | AMR ParsingPrediction | CodeCode Available | 1 | 5 |
| FitVid: Overfitting in Pixel-Level Video Prediction | Jun 24, 2021 | Image AugmentationPrediction | CodeCode Available | 1 | 5 |
| Drug-Target Interaction Prediction with Graph Attention networks | Jul 10, 2021 | Graph AttentionPrediction | CodeCode Available | 1 | 5 |
| Driver Intention Anticipation Based on In-Cabin and Driving SceneMonitoring | Jun 20, 2020 | Prediction | CodeCode Available | 1 | 5 |
| Drug Similarity and Link Prediction Using Graph Embeddings on Medical Knowledge Graphs | Oct 22, 2021 | Knowledge GraphsLink Prediction | CodeCode Available | 1 | 5 |
| Causal Unsupervised Semantic Segmentation | Oct 11, 2023 | Causal InferencePrediction | CodeCode Available | 1 | 5 |
| Causal Inference for Chatting Handoff | Oct 6, 2022 | Causal InferenceChatbot | CodeCode Available | 1 | 5 |
| DSTIGCN: Deformable Spatial-Temporal Interaction Graph Convolution Network for Pedestrian Trajectory Prediction | Jan 16, 2025 | Autonomous DrivingPedestrian Trajectory Prediction | CodeCode Available | 1 | 5 |
