| Beyond Image to Depth: Improving Depth Prediction using Echoes | Mar 15, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 1 | 5 |
| Camera-Based HRV Prediction for Remote Learning Environments | May 7, 2023 | Computational EfficiencyHeart Rate Variability | CodeCode Available | 1 | 5 |
| Dynamic-Group-Aware Networks for Multi-Agent Trajectory Prediction with Relational Reasoning | Jun 27, 2022 | DiversityPrediction | CodeCode Available | 1 | 5 |
| A Closer Look at Mortality Risk Prediction from Electrocardiograms | Jun 24, 2024 | BenchmarkingPrediction | CodeCode Available | 1 | 5 |
| AttendAffectNet: Self-Attention based Networks for Predicting Affective Responses from Movies | Oct 21, 2020 | PredictionRelation | CodeCode Available | 1 | 5 |
| PiP: Planning-informed Trajectory Prediction for Autonomous Driving | Mar 25, 2020 | Autonomous DrivingFuture prediction | CodeCode Available | 1 | 5 |
| Few-Shot Graph Learning for Molecular Property Prediction | Feb 16, 2021 | AttributeDrug Discovery | CodeCode Available | 1 | 5 |
| Attention Augmented ConvLSTM for Environment Prediction | Oct 19, 2020 | Prediction | CodeCode Available | 1 | 5 |
| ODMixer: Fine-grained Spatial-temporal MLP for Metro Origin-Destination Prediction | Apr 24, 2024 | PredictionScheduling | CodeCode Available | 1 | 5 |
| Dynamic Trend Fusion Module for Traffic Flow Prediction | Jan 18, 2025 | PredictionTraffic Prediction | CodeCode Available | 1 | 5 |
| FragNet: A Graph Neural Network for Molecular Property Prediction with Four Levels of Interpretability | Oct 16, 2024 | Drug DiscoveryGraph Neural Network | CodeCode Available | 1 | 5 |
| EasyST: A Simple Framework for Spatio-Temporal Prediction | Sep 10, 2024 | Knowledge DistillationPrediction | CodeCode Available | 1 | 5 |
| Gaussian Process Regression With Interpretable Sample-Wise Feature Weights | Dec 10, 2021 | Explainable artificial intelligenceGaussian Processes | CodeCode Available | 1 | 5 |
| PowerMamba: A Deep State Space Model and Comprehensive Benchmark for Time Series Prediction in Electric Power Systems | Dec 9, 2024 | BenchmarkingPrediction | CodeCode Available | 1 | 5 |
| Editing a classifier by rewriting its prediction rules | Dec 2, 2021 | Prediction | CodeCode Available | 1 | 5 |
| Practical Probabilistic Model-based Deep Reinforcement Learning by Integrating Dropout Uncertainty and Trajectory Sampling | Sep 20, 2023 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 1 | 5 |
| EDA: Evolving and Distinct Anchors for Multimodal Motion Prediction | Dec 15, 2023 | Autonomous Drivingmotion prediction | CodeCode Available | 1 | 5 |
| Edge Proposal Sets for Link Prediction | Jun 30, 2021 | Experimental DesignLink Prediction | CodeCode Available | 1 | 5 |
| Efficient Set-Valued Prediction in Multi-Class Classification | Jun 19, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Feature Inference Attack on Model Predictions in Vertical Federated Learning | Oct 20, 2020 | Federated LearningInference Attack | CodeCode Available | 1 | 5 |
| Bayesian Optimization with Conformal Prediction Sets | Oct 22, 2022 | Active LearningBayesian Optimization | CodeCode Available | 1 | 5 |
| Predicting Biomedical Interactions with Higher-Order Graph Convolutional Networks | Oct 16, 2020 | Link PredictionPrediction | CodeCode Available | 1 | 5 |
| Efficient and Information-Preserving Future Frame Prediction and Beyond | May 1, 2020 | Computational Efficiencyobject-detection | CodeCode Available | 1 | 5 |
| Efficient and Scalable Density Functional Theory Hamiltonian Prediction through Adaptive Sparsity | Feb 3, 2025 | Computational chemistryPrediction | CodeCode Available | 1 | 5 |
| Algorithm and System Co-design for Efficient Subgraph-based Graph Representation Learning | Feb 28, 2022 | Graph Representation LearningPrediction | CodeCode Available | 1 | 5 |
| MMPolymer: A Multimodal Multitask Pretraining Framework for Polymer Property Prediction | Jun 7, 2024 | cross-modal alignmentPrediction | CodeCode Available | 1 | 5 |
| 3D-based RNA function prediction tools in rnaglib | Feb 14, 2024 | Prediction | CodeCode Available | 1 | 5 |
| Efficient Motion Prediction: A Lightweight & Accurate Trajectory Prediction Model With Fast Training and Inference Speed | Sep 24, 2024 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 | 5 |
| Efficiently predicting high resolution mass spectra with graph neural networks | Jan 26, 2023 | Graph ClassificationInformation Retrieval | CodeCode Available | 1 | 5 |
| Prediction-Guided Distillation for Dense Object Detection | Mar 10, 2022 | Dense Object DetectionKnowledge Distillation | CodeCode Available | 1 | 5 |
| Feature Programming for Multivariate Time Series Prediction | Jun 9, 2023 | Automated Feature EngineeringFeature Engineering | CodeCode Available | 1 | 5 |
| Efficient Prediction of Peptide Self-assembly through Sequential and Graphical Encoding | Jul 17, 2023 | BenchmarkingDeep Learning | CodeCode Available | 1 | 5 |
| Efficient Traffic Prediction Through Spatio-Temporal Distillation | Jan 15, 2025 | Knowledge DistillationPrediction | CodeCode Available | 1 | 5 |
| Bayesian Graph Neural Networks for Molecular Property Prediction | Nov 25, 2020 | Molecular Property PredictionPrediction | 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 |
| A Two-Stage Method for Chinese AMR Parsing | Sep 29, 2022 | AMR ParsingPrediction | CodeCode Available | 1 | 5 |
| Emoji Prediction from Twitter Data using Deep Learning Approach | Oct 4, 2021 | Deep LearningMulti-class Classification | CodeCode Available | 1 | 5 |
| Preserving Dynamic Attention for Long-Term Spatial-Temporal Prediction | Jun 16, 2020 | Future predictionPrediction | CodeCode Available | 1 | 5 |
| Adaptive Hybrid Spatial-Temporal Graph Neural Network for Cellular Traffic Prediction | Feb 28, 2023 | Graph LearningGraph Neural Network | CodeCode Available | 1 | 5 |
| Emoji Prediction: Extensions and Benchmarking | Jul 14, 2020 | BenchmarkingMulti-Label Classification | CodeCode Available | 1 | 5 |
| FastPitch: Parallel Text-to-speech with Pitch Prediction | Jun 11, 2020 | Predictiontext-to-speech | CodeCode Available | 1 | 5 |
| EmoDynamiX: Emotional Support Dialogue Strategy Prediction by Modelling MiXed Emotions and Discourse Dynamics | Aug 16, 2024 | Decision MakingEmotion Recognition | CodeCode Available | 1 | 5 |
| Fast Batch Nuclear-norm Maximization and Minimization for Robust Domain Adaptation | Jul 13, 2021 | DiversityDomain Adaptation | CodeCode Available | 1 | 5 |
| Batch Multivalid Conformal Prediction | Sep 30, 2022 | Conformal PredictionPrediction | 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 |
| Probabilistic Conformal Prediction Using Conditional Random Samples | Jun 14, 2022 | Conformal PredictionPrediction | CodeCode Available | 1 | 5 |
| Aligned Contrastive Predictive Coding | Apr 24, 2021 | Prediction | CodeCode Available | 1 | 5 |
| FastSal: a Computationally Efficient Network for Visual Saliency Prediction | Aug 25, 2020 | DecoderPrediction | CodeCode Available | 1 | 5 |
| Feature Statistics Mixing Regularization for Generative Adversarial Networks | Dec 8, 2021 | Prediction | CodeCode Available | 1 | 5 |
| Back to the Future: Towards Explainable Temporal Reasoning with Large Language Models | Oct 2, 2023 | AttributeInstruction Following | CodeCode Available | 1 | 5 |
