| Bootstrapped Masked Autoencoders for Vision BERT Pretraining | Jul 14, 2022 | DecoderObject Detection | CodeCode Available | 1 | 5 |
| Boosted Conformal Prediction Intervals | Jun 11, 2024 | Conformal PredictionPrediction | CodeCode Available | 1 | 5 |
| Geometric Transformers for Protein Interface Contact Prediction | Oct 6, 2021 | Drug DiscoveryPrediction | CodeCode Available | 1 | 5 |
| GETNext: Trajectory Flow Map Enhanced Transformer for Next POI Recommendation | Mar 3, 2023 | Prediction | CodeCode Available | 1 | 5 |
| Bimodal Camera Pose Prediction for Endoscopy | Apr 11, 2022 | Camera Pose EstimationPose Estimation | CodeCode Available | 1 | 5 |
| BiTraP: Bi-directional Pedestrian Trajectory Prediction with Multi-modal Goal Estimation | Jul 29, 2020 | Autonomous DrivingCollision Avoidance | CodeCode Available | 1 | 5 |
| Goal-driven Self-Attentive Recurrent Networks for Trajectory Prediction | Apr 25, 2022 | Autonomous VehiclesPrediction | CodeCode Available | 1 | 5 |
| GoGNN: Graph of Graphs Neural Network for Predicting Structured Entity Interactions | May 12, 2020 | Prediction | 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 |
| Graph neural network-based surrogate modelling for real-time hydraulic prediction of urban drainage networks | Apr 16, 2024 | Graph Neural NetworkPrediction | CodeCode Available | 1 | 5 |
| Graph neural networks and attention-based CNN-LSTM for protein classification | Apr 20, 2022 | ClassificationGraph Attention | CodeCode Available | 1 | 5 |
| Generative Data Augmentation for Aspect Sentiment Quad Prediction | Jul 1, 2023 | Aspect-Based Sentiment Analysis (ABSA)Data Augmentation | CodeCode Available | 1 | 5 |
| GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction with Relational Reasoning | Apr 19, 2022 | PredictionRelational Reasoning | CodeCode Available | 1 | 5 |
| HAHE: Hierarchical Attention for Hyper-Relational Knowledge Graphs in Global and Local Level | May 11, 2023 | AttributeKnowledge Graphs | CodeCode Available | 1 | 5 |
| Handling Missing Data with Graph Representation Learning | Oct 30, 2020 | Graph Representation LearningImputation | CodeCode Available | 1 | 5 |
| Batch Multivalid Conformal Prediction | Sep 30, 2022 | Conformal PredictionPrediction | CodeCode Available | 1 | 5 |
| Addressing Failure Prediction by Learning Model Confidence | Oct 1, 2019 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Heterogeneous networks in drug-target interaction prediction | Apr 22, 2025 | Drug DiscoveryPrediction | 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 |
| Can Large Language Models Empower Molecular Property Prediction? | Jul 14, 2023 | Molecular Property PredictionPrediction | CodeCode Available | 1 | 5 |
| Hierarchical Graph Structures for Congestion and ETA Prediction | Nov 21, 2022 | Prediction | CodeCode Available | 1 | 5 |
| Bayesian Graph Neural Networks for Molecular Property Prediction | Nov 25, 2020 | Molecular Property PredictionPrediction | CodeCode Available | 1 | 5 |
| Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link Prediction | Jul 1, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| BrainNNExplainer: An Interpretable Graph Neural Network Framework for Brain Network based Disease Analysis | Jul 11, 2021 | Disease PredictionGraph Neural Network | CodeCode Available | 1 | 5 |
| A Multifactor Analysis Model for Stock Market Prediction | Mar 5, 2023 | modelPrediction | CodeCode Available | 1 | 5 |
| CASPR: Customer Activity Sequence-based Prediction and Representation | Nov 16, 2022 | Feature EngineeringPrediction | CodeCode Available | 1 | 5 |
| Generalized multiscale feature extraction for remaining useful life prediction of bearings with generative adversarial networks | Sep 26, 2021 | Prediction | 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 |
| Causal conditional hidden Markov model for multimodal traffic prediction | Jan 19, 2023 | ManagementPrediction | CodeCode Available | 1 | 5 |
| HOP: History-and-Order Aware Pre-training for Vision-and-Language Navigation | Mar 22, 2022 | Decision MakingLanguage Modeling | CodeCode Available | 1 | 5 |
| Bayesian Optimization with Conformal Prediction Sets | Oct 22, 2022 | Active LearningBayesian Optimization | CodeCode Available | 1 | 5 |
| Big Data for Traffic Estimation and Prediction: A Survey of Data and Tools | Mar 18, 2021 | Prediction | CodeCode Available | 1 | 5 |
| CCasGNN: Collaborative Cascade Prediction Based on Graph Neural Networks | Dec 7, 2021 | Prediction | CodeCode Available | 1 | 5 |
| Cautious Next Token Prediction | Jul 3, 2025 | Prediction | CodeCode Available | 1 | 5 |
| Causal Unsupervised Semantic Segmentation | Oct 11, 2023 | Causal InferencePrediction | CodeCode Available | 1 | 5 |
| CETN: Contrast-enhanced Through Network for CTR Prediction | Dec 15, 2023 | Click-Through Rate PredictionContrastive Learning | CodeCode Available | 1 | 5 |
| Channel-wise Knowledge Distillation for Dense Prediction | Nov 26, 2020 | Knowledge DistillationPrediction | CodeCode Available | 1 | 5 |
| Generative Graph Neural Networks for Link Prediction | Dec 31, 2022 | Link PredictionPrediction | CodeCode Available | 1 | 5 |
| Hyperparameter optimization in deep multi-target prediction | Nov 8, 2022 | AutoMLBenchmarking | CodeCode Available | 1 | 5 |
| GlycanML: A Multi-Task and Multi-Structure Benchmark for Glycan Machine Learning | May 25, 2024 | Multi-Task LearningPrediction | CodeCode Available | 1 | 5 |
| Challenging reaction prediction models to generalize to novel chemistry | Jan 11, 2025 | Prediction | CodeCode Available | 1 | 5 |
| Beyond Image to Depth: Improving Depth Prediction using Echoes | Mar 15, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 1 | 5 |
| IMF: Interactive Multimodal Fusion Model for Link Prediction | Mar 20, 2023 | Contrastive LearningKnowledge Graphs | CodeCode Available | 1 | 5 |
| ChatTraffic: Text-to-Traffic Generation via Diffusion Model | Nov 27, 2023 | modelPrediction | CodeCode Available | 1 | 5 |
| ChatGPT Informed Graph Neural Network for Stock Movement Prediction | May 28, 2023 | Graph Neural NetworkPrediction | CodeCode Available | 1 | 5 |
| CL4CTR: A Contrastive Learning Framework for CTR Prediction | Dec 1, 2022 | Click-Through Rate PredictionContrastive Learning | CodeCode Available | 1 | 5 |
| ChemBERTa: Large-Scale Self-Supervised Pretraining for Molecular Property Prediction | Oct 19, 2020 | Molecular Property Predictionmolecular representation | 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 |
| Gaussian Mixture Variational Autoencoder with Contrastive Learning for Multi-Label Classification | Dec 2, 2021 | Contrastive LearningMulti-Label Classification | CodeCode Available | 1 | 5 |
