| Fast Batch Nuclear-norm Maximization and Minimization for Robust Domain Adaptation | Jul 13, 2021 | DiversityDomain Adaptation | CodeCode Available | 1 | 5 |
| SimCol3D -- 3D Reconstruction during Colonoscopy Challenge | Jul 20, 2023 | 3D ReconstructionDepth Estimation | CodeCode Available | 1 | 5 |
| Addressing Prediction Delays in Time Series Forecasting: A Continuous GRU Approach with Derivative Regularization | Jun 29, 2024 | Dynamic Time WarpingPrediction | CodeCode Available | 1 | 5 |
| Simulator-Based Inference with Waldo: Confidence Regions by Leveraging Prediction Algorithms and Posterior Estimators for Inverse Problems | May 31, 2022 | PredictionUncertainty Quantification | CodeCode Available | 1 | 5 |
| FastPitch: Parallel Text-to-speech with Pitch Prediction | Jun 11, 2020 | Predictiontext-to-speech | CodeCode Available | 1 | 5 |
| Fast Inference and Update of Probabilistic Density Estimation on Trajectory Prediction | Aug 17, 2023 | Autonomous VehiclesDensity Estimation | CodeCode Available | 1 | 5 |
| 3D Infomax improves GNNs for Molecular Property Prediction | Oct 8, 2021 | Contrastive LearningGraph Learning | CodeCode Available | 1 | 5 |
| Generative Compositional Augmentations for Scene Graph Prediction | Jul 11, 2020 | Graph GenerationLanguage Modelling | 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 |
| SkipGNN: Predicting Molecular Interactions with Skip-Graph Networks | Apr 30, 2020 | Graph Neural NetworkPrediction | CodeCode Available | 1 | 5 |
| Generating Smooth Pose Sequences for Diverse Human Motion Prediction | Aug 19, 2021 | DiversityHuman motion prediction | CodeCode Available | 1 | 5 |
| SliceOcc: Indoor 3D Semantic Occupancy Prediction with Vertical Slice Representation | Jan 28, 2025 | 3D Semantic Occupancy PredictionAutonomous Driving | CodeCode Available | 1 | 5 |
| Feature Statistics Mixing Regularization for Generative Adversarial Networks | Dec 8, 2021 | Prediction | CodeCode Available | 1 | 5 |
| SmaAt-UNet: Precipitation Nowcasting using a Small Attention-UNet Architecture | Jul 8, 2020 | PredictionWeather Forecasting | CodeCode Available | 1 | 5 |
| Generative Graph Neural Networks for Link Prediction | Dec 31, 2022 | Link PredictionPrediction | CodeCode Available | 1 | 5 |
| Federated Conformal Predictors for Distributed Uncertainty Quantification | May 27, 2023 | Conformal PredictionFederated Learning | CodeCode Available | 1 | 5 |
| Federated Learning-based Vehicle Trajectory Prediction against Cyberattacks | Jun 14, 2023 | Federated LearningPrediction | CodeCode Available | 1 | 5 |
| Generative Imputation and Stochastic Prediction | May 22, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Genotype-Guided Radiomics Signatures for Recurrence Prediction of Non-Small-Cell Lung Cancer | Apr 29, 2021 | Prediction | CodeCode Available | 1 | 5 |
| FEND: A Future Enhanced Distribution-Aware Contrastive Learning Framework for Long-tail Trajectory Prediction | Mar 29, 2023 | Autonomous DrivingContrastive Learning | 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 |
| Social-Transmotion: Promptable Human Trajectory Prediction | Dec 26, 2023 | Autonomous VehiclesPrediction | CodeCode Available | 1 | 5 |
| Addressing Failure Prediction by Learning Model Confidence | Oct 1, 2019 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Boosted Conformal Prediction Intervals | Jun 11, 2024 | Conformal PredictionPrediction | CodeCode Available | 1 | 5 |
| Generalization Ability of MOS Prediction Networks | Oct 6, 2021 | Prediction | CodeCode Available | 1 | 5 |
| General-Purpose Retrieval-Enhanced Medical Prediction Model Using Near-Infinite History | Oct 31, 2023 | feature selectionMortality Prediction | CodeCode Available | 1 | 5 |
| Gaussian Process Regression With Interpretable Sample-Wise Feature Weights | Dec 10, 2021 | Explainable artificial intelligenceGaussian Processes | 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 |
| Building a Performance Model for Deep Learning Recommendation Model Training on GPUs | Jan 19, 2022 | GPUmodel | CodeCode Available | 1 | 5 |
| GATraj: A Graph- and Attention-based Multi-Agent Trajectory Prediction Model | Sep 16, 2022 | Autonomous DrivingDecoder | CodeCode Available | 1 | 5 |
| Gazeformer: Scalable, Effective and Fast Prediction of Goal-Directed Human Attention | Mar 27, 2023 | DecoderGaze Prediction | CodeCode Available | 1 | 5 |
| Generating Molecular Fragmentation Graphs with Autoregressive Neural Networks | Apr 25, 2023 | Prediction | CodeCode Available | 1 | 5 |
| Geometric Transformers for Protein Interface Contact Prediction | Oct 6, 2021 | Drug DiscoveryPrediction | CodeCode Available | 1 | 5 |
| BioBLP: A Modular Framework for Learning on Multimodal Biomedical Knowledge Graphs | Jun 6, 2023 | AttributeEntity Embeddings | CodeCode Available | 1 | 5 |
| Future-Oriented Navigation: Dynamic Obstacle Avoidance with One-Shot Energy-Based Multimodal Motion Prediction | May 1, 2025 | Model Predictive ControlMotion Planning | CodeCode Available | 1 | 5 |
| Future Video Synthesis with Object Motion Prediction | Apr 1, 2020 | motion predictionObject | CodeCode Available | 1 | 5 |
| Future Frame Prediction for Anomaly Detection -- A New Baseline | Dec 28, 2017 | Anomaly DetectionOptical Flow Estimation | CodeCode Available | 1 | 5 |
| Bimodal Camera Pose Prediction for Endoscopy | Apr 11, 2022 | Camera Pose EstimationPose Estimation | CodeCode Available | 1 | 5 |
| Future Frame Prediction for Anomaly Detection â A New Baseline | Jun 1, 2018 | Anomaly DetectionOptical Flow Estimation | CodeCode Available | 1 | 5 |
| BARS-CTR: Open Benchmarking for Click-Through Rate Prediction | Sep 12, 2020 | BenchmarkingClick-Through Rate Prediction | CodeCode Available | 1 | 5 |
| From Noisy Prediction to True Label: Noisy Prediction Calibration via Generative Model | May 2, 2022 | Learning with noisy labelsPrediction | CodeCode Available | 1 | 5 |
| Beyond Image to Depth: Improving Depth Prediction using Echoes | Mar 15, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 1 | 5 |
| Fully Neural Network Mode Based Intra Prediction of Variable Block Size | Aug 5, 2021 | Predictionregression | CodeCode Available | 1 | 5 |
| Friendly Neighbors: Contextualized Sequence-to-Sequence Link Prediction | May 22, 2023 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 | 5 |
| Beyond Clicks: Modeling Multi-Relational Item Graph for Session-Based Target Behavior Prediction | Feb 19, 2020 | Graph Neural NetworkPrediction | CodeCode Available | 1 | 5 |
| From Goals, Waypoints & Paths To Long Term Human Trajectory Forecasting | Dec 2, 2020 | PredictionTrajectory Forecasting | CodeCode Available | 1 | 5 |
| A Multi-Loss Strategy for Vehicle Trajectory Prediction: Combining Off-Road, Diversity, and Directional Consistency Losses | Nov 29, 2024 | Autonomous DrivingAutonomous Vehicles | 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 |
| FusionAD: Multi-modality Fusion for Prediction and Planning Tasks of Autonomous Driving | Aug 2, 2023 | Autonomous DrivingPrediction | CodeCode Available | 1 | 5 |
| Disentangling Uncertainty in Machine Translation Evaluation | Apr 13, 2022 | Machine TranslationPrediction | CodeCode Available | 1 | 5 |
