| Egocentric Vision-based Future Vehicle Localization for Intelligent Driving Assistance Systems | Sep 19, 2018 | Autonomous DrivingDecoder | CodeCode Available | 1 | 5 |
| Bootstrapped Masked Autoencoders for Vision BERT Pretraining | Jul 14, 2022 | DecoderObject Detection | CodeCode Available | 1 | 5 |
| Active Invariant Causal Prediction: Experiment Selection through Stability | Jun 10, 2020 | Active LearningPrediction | CodeCode Available | 1 | 5 |
| A GNN-RNN Approach for Harnessing Geospatial and Temporal Information: Application to Crop Yield Prediction | Nov 17, 2021 | BIG-bench Machine LearningCrop Yield Prediction | CodeCode Available | 1 | 5 |
| Deep Kernel Survival Analysis and Subject-Specific Survival Time Prediction Intervals | Jul 25, 2020 | PredictionPrediction Intervals | CodeCode Available | 1 | 5 |
| Assigning Confidence to Molecular Property Prediction | Feb 23, 2021 | Drug DesignMolecular Docking | CodeCode Available | 1 | 5 |
| Emoji Prediction from Twitter Data using Deep Learning Approach | Oct 4, 2021 | Deep LearningMulti-class Classification | CodeCode Available | 1 | 5 |
| Advection Augmented Convolutional Neural Networks | Jun 27, 2024 | PredictionVideo 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 |
| Deep Interest Network for Click-Through Rate Prediction | Jun 21, 2017 | Click-Through Rate PredictionPrediction | CodeCode Available | 1 | 5 |
| Enhanced Aspect-Based Sentiment Analysis Models with Progressive Self-supervised Attention Learning | Mar 5, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| Activity Cliff Prediction: Dataset and Benchmark | Feb 15, 2023 | Drug DiscoveryPrediction | CodeCode Available | 1 | 5 |
| DeepKriging: Spatially Dependent Deep Neural Networks for Spatial Prediction | Jul 23, 2020 | Gaussian ProcessesGeneral Classification | CodeCode Available | 1 | 5 |
| DeepLight: Deep Lightweight Feature Interactions for Accelerating CTR Predictions in Ad Serving | Feb 17, 2020 | Click-Through Rate PredictionPrediction | CodeCode Available | 1 | 5 |
| AHP: Learning to Negative Sample for Hyperedge Prediction | Apr 13, 2022 | Hyperedge PredictionPrediction | CodeCode Available | 1 | 5 |
| Estimating and Exploiting the Aleatoric Uncertainty in Surface Normal Estimation | Sep 20, 2021 | DecoderPrediction | 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 |
| Accelerating Vision-Language Pretraining with Free Language Modeling | Mar 24, 2023 | GPULanguage Modeling | CodeCode Available | 1 | 5 |
| Can Large Language Models Empower Molecular Property Prediction? | Jul 14, 2023 | Molecular Property PredictionPrediction | CodeCode Available | 1 | 5 |
| A hybrid quantum-classical fusion neural network to improve protein-ligand binding affinity predictions for drug discovery | Sep 6, 2023 | Drug DiscoveryPrediction | CodeCode Available | 1 | 5 |
| Evaluation of deep learning models for multi-step ahead time series prediction | Mar 26, 2021 | DecoderDeep Learning | CodeCode Available | 1 | 5 |
| Evidential Deep Learning to Quantify Classification Uncertainty | Jun 5, 2018 | Deep LearningGeneral Classification | CodeCode Available | 1 | 5 |
| Example-Driven Intent Prediction with Observers | Oct 17, 2020 | Attributeintent-classification | CodeCode Available | 1 | 5 |
| CASPR: Customer Activity Sequence-based Prediction and Representation | Nov 16, 2022 | Feature EngineeringPrediction | CodeCode Available | 1 | 5 |
| Exemplar Guided Deep Neural Network for Spatial Transcriptomics Analysis of Gene Expression Prediction | Oct 30, 2022 | Prediction | CodeCode Available | 1 | 5 |
| Causal conditional hidden Markov model for multimodal traffic prediction | Jan 19, 2023 | ManagementPrediction | CodeCode Available | 1 | 5 |
| Causal Inference for Chatting Handoff | Oct 6, 2022 | Causal InferenceChatbot | CodeCode Available | 1 | 5 |
| Explainable Global Wildfire Prediction Models using Graph Neural Networks | Feb 11, 2024 | BenchmarkingCommunity Detection | CodeCode Available | 1 | 5 |
| Explainable Multilayer Graph Neural Network for Cancer Gene Prediction | Jan 20, 2023 | Feature ImportanceGraph Learning | CodeCode Available | 1 | 5 |
| CausalMob: Causal Human Mobility Prediction with LLMs-derived Human Intentions toward Public Events | Dec 3, 2024 | ArticlesCausal Inference | CodeCode Available | 1 | 5 |
| Causal Unsupervised Semantic Segmentation | Oct 11, 2023 | Causal InferencePrediction | CodeCode Available | 1 | 5 |
| Channel-wise Knowledge Distillation for Dense Prediction | Nov 26, 2020 | Knowledge DistillationPrediction | CodeCode Available | 1 | 5 |
| CCasGNN: Collaborative Cascade Prediction Based on Graph Neural Networks | Dec 7, 2021 | Prediction | CodeCode Available | 1 | 5 |
| AIR^2 for Interaction Prediction | Nov 16, 2021 | motion predictionPrediction | CodeCode Available | 1 | 5 |
| Accurate ADMET Prediction with XGBoost | Apr 15, 2022 | Drug DiscoveryMolecular Property Prediction | CodeCode Available | 1 | 5 |
| Airfoil's Aerodynamic Coefficients Prediction using Artificial Neural Network | Sep 24, 2021 | Prediction | CodeCode Available | 1 | 5 |
| AirPhyNet: Harnessing Physics-Guided Neural Networks for Air Quality Prediction | Feb 6, 2024 | Prediction | CodeCode Available | 1 | 5 |
| CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks | Feb 5, 2021 | counterfactualPrediction | CodeCode Available | 1 | 5 |
| Challenging reaction prediction models to generalize to novel chemistry | Jan 11, 2025 | Prediction | CodeCode Available | 1 | 5 |
| Deep Graph Convolutional Networks for Wind Speed Prediction | Jan 25, 2021 | ManagementPrediction | CodeCode Available | 1 | 5 |
| CETN: Contrast-enhanced Through Network for CTR Prediction | Dec 15, 2023 | Click-Through Rate PredictionContrastive Learning | CodeCode Available | 1 | 5 |
| Air Traffic Controller Workload Level Prediction using Conformalized Dynamical Graph Learning | Jul 20, 2023 | Conformal PredictionGraph Learning | CodeCode Available | 1 | 5 |
| Accurate and efficient protein embedding using multi-teacher distillation learning | May 20, 2024 | PredictionProtein Annotation | CodeCode Available | 1 | 5 |
| Explainable Link Prediction for Emerging Entities in Knowledge Graphs | May 1, 2020 | Knowledge GraphsLink Prediction | CodeCode Available | 1 | 5 |
| ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast | Feb 2, 2024 | PredictionValue prediction | CodeCode Available | 1 | 5 |
| Advancing Semantic Future Prediction through Multimodal Visual Sequence Transformers | Jan 14, 2025 | Future predictionPrediction | CodeCode Available | 1 | 5 |
| Aspect Sentiment Quad Prediction as Paraphrase Generation | Oct 2, 2021 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | 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 |
| Assumption-Lean and Data-Adaptive Post-Prediction Inference | Nov 23, 2023 | Predictionvalid | CodeCode Available | 1 | 5 |
