| Conformalised Conditional Normalising Flows for Joint Prediction Regions in time series | Nov 26, 2024 | Conformal PredictionNormalising Flows | —Unverified | 0 |
| Robust Bayesian Optimization via Localized Online Conformal Prediction | Nov 26, 2024 | Bayesian OptimizationConformal Prediction | CodeCode Available | 0 |
| Map-Based Path Loss Prediction in Multiple Cities Using Convolutional Neural Networks | Nov 25, 2024 | Deep LearningPrediction | —Unverified | 0 |
| Deciphering Acoustic Emission with Machine Learning | Nov 25, 2024 | Prediction | —Unverified | 0 |
| Understanding GEMM Performance and Energy on NVIDIA Ada Lovelace: A Machine Learning-Based Analytical Approach | Nov 25, 2024 | Prediction | CodeCode Available | 0 |
| MotionWavelet: Human Motion Prediction via Wavelet Manifold Learning | Nov 25, 2024 | DenoisingHuman motion prediction | —Unverified | 0 |
| Language Driven Occupancy Prediction | Nov 25, 2024 | Prediction | CodeCode Available | 1 |
| Edge Weight Prediction For Category-Agnostic Pose Estimation | Nov 25, 2024 | 2D Pose EstimationAnimal Pose Estimation | CodeCode Available | 1 |
| Ensemble Learning via Knowledge Transfer for CTR Prediction | Nov 25, 2024 | Click-Through Rate PredictionEnsemble Learning | CodeCode Available | 0 |
| Causal Adjacency Learning for Spatiotemporal Prediction Over Graphs | Nov 25, 2024 | Out-of-Distribution GeneralizationPrediction | —Unverified | 0 |
| Binary Search with Distributional Predictions | Nov 25, 2024 | Prediction | CodeCode Available | 0 |
| Characterized Diffusion Networks for Enhanced Autonomous Driving Trajectory Prediction | Nov 25, 2024 | Autonomous DrivingPrediction | —Unverified | 0 |
| TransFair: Transferring Fairness from Ocular Disease Classification to Progression Prediction | Nov 24, 2024 | ClassificationFairness | —Unverified | 0 |
| Advanced Learning-Based Inter Prediction for Future Video Coding | Nov 24, 2024 | Prediction | —Unverified | 0 |
| Quantile deep learning models for multi-step ahead time series prediction | Nov 24, 2024 | Deep LearningPrediction | CodeCode Available | 0 |
| MIN: Multi-channel Interaction Network for Drug-Target Interaction with Protein Distillation | Nov 23, 2024 | Contrastive LearningDrug Discovery | —Unverified | 0 |
| FollowGen: A Scaled Noise Conditional Diffusion Model for Car-Following Trajectory Prediction | Nov 23, 2024 | Autonomous DrivingDenoising | —Unverified | 0 |
| GeoScatt-GNN: A Geometric Scattering Transform-Based Graph Neural Network Model for Ames Mutagenicity Prediction | Nov 22, 2024 | Drug DiscoveryGraph Neural Network | —Unverified | 0 |
| Can GNNs Learn Link Heuristics? A Concise Review and Evaluation of Link Prediction Methods | Nov 22, 2024 | AttributeLink Prediction | CodeCode Available | 0 |
| High-Resolution Image Synthesis via Next-Token Prediction | Nov 22, 2024 | Conditional Image GenerationDenoising | —Unverified | 0 |
| Enhancing Molecular Design through Graph-based Topological Reinforcement Learning | Nov 22, 2024 | Drug DesignDrug Discovery | —Unverified | 0 |
| Enhancing Prediction Models with Reinforcement Learning | Nov 21, 2024 | News RecommendationPrediction | —Unverified | 0 |
| An accuracy improving method for advertising click through rate prediction based on enhanced xDeepFM model | Nov 21, 2024 | Click-Through Rate PredictionPrediction | —Unverified | 0 |
| Forecasting Future International Events: A Reliable Dataset for Text-Based Event Modeling | Nov 21, 2024 | ArticlesBenchmarking | CodeCode Available | 0 |
| UniFlow: A Foundation Model for Unified Urban Spatio-Temporal Flow Prediction | Nov 20, 2024 | PredictionRetrieval | CodeCode Available | 1 |
| Investigating Graph Neural Networks and Classical Feature-Extraction Techniques in Activity-Cliff and Molecular Property Prediction | Nov 20, 2024 | Drug DiscoveryMolecular Property Prediction | —Unverified | 0 |
| Conformal Prediction for Hierarchical Data | Nov 20, 2024 | Conformal PredictionPrediction | —Unverified | 0 |
| A Collaborative Ensemble Framework for CTR Prediction | Nov 20, 2024 | Click-Through Rate PredictionNegation | —Unverified | 0 |
| C^2INet: Realizing Incremental Trajectory Prediction with Prior-Aware Continual Causal Intervention | Nov 19, 2024 | Autonomous DrivingContinual Learning | —Unverified | 0 |
| Scalable and Effective Negative Sample Generation for Hyperedge Prediction | Nov 19, 2024 | Hyperedge PredictionPrediction | —Unverified | 0 |
| Prediction-Guided Active Experiments | Nov 18, 2024 | Prediction | —Unverified | 0 |
| Collaborative Contrastive Network for Click-Through Rate Prediction | Nov 18, 2024 | Click-Through Rate PredictionContrastive Learning | —Unverified | 0 |
| Learning Differentiable Surrogate Losses for Structured Prediction | Nov 18, 2024 | Contrastive LearningPrediction | —Unverified | 0 |
| Relevance-guided Audio Visual Fusion for Video Saliency Prediction | Nov 18, 2024 | PredictionSaliency Prediction | —Unverified | 0 |
| EXCON: Extreme Instance-based Contrastive Representation Learning of Severely Imbalanced Multivariate Time Series for Solar Flare Prediction | Nov 18, 2024 | Contrastive LearningPrediction | CodeCode Available | 0 |
| Theoretical Foundations of Conformal Prediction | Nov 18, 2024 | Conformal PredictionPrediction | —Unverified | 0 |
| Tackling prediction tasks in relational databases with LLMs | Nov 18, 2024 | Prediction | —Unverified | 0 |
| Hybrid Data-Driven SSM for Interpretable and Label-Free mmWave Channel Prediction | Nov 18, 2024 | Prediction | —Unverified | 0 |
| ModeSeq: Taming Sparse Multimodal Motion Prediction with Sequential Mode Modeling | Nov 17, 2024 | Autonomous DrivingDiversity | —Unverified | 0 |
| IVE: Enhanced Probabilistic Forecasting of Intraday Volume Ratio with Transformers | Nov 17, 2024 | Prediction | —Unverified | 0 |
| MPLite: Multi-Aspect Pretraining for Mining Clinical Health Records | Nov 17, 2024 | Prediction | —Unverified | 0 |
| Any2Any: Incomplete Multimodal Retrieval with Conformal Prediction | Nov 15, 2024 | Conformal PredictionImputation | —Unverified | 0 |
| CART: Compositional Auto-Regressive Transformer for Image Generation | Nov 15, 2024 | Image GenerationLanguage Modeling | —Unverified | 0 |
| BiDense: Binarization for Dense Prediction | Nov 15, 2024 | BinarizationPrediction | CodeCode Available | 0 |
| DT-JRD: Deep Transformer based Just Recognizable Difference Prediction Model for Video Coding for Machines | Nov 14, 2024 | Multi-class Classificationobject-detection | —Unverified | 0 |
| Microfoundation Inference for Strategic Prediction | Nov 13, 2024 | Prediction | —Unverified | 0 |
| Hybrid Vector Auto Regression and Neural Network Model for Order Flow Imbalance Prediction in High Frequency Trading | Nov 13, 2024 | Decision MakingPrediction | CodeCode Available | 0 |
| Future state prediction based on observer for missile system | Nov 13, 2024 | Prediction | —Unverified | 0 |
| ALOcc: Adaptive Lifting-based 3D Semantic Occupancy and Cost Volume-based Flow Prediction | Nov 12, 2024 | 3D Semantic Occupancy PredictionAutonomous Driving | CodeCode Available | 1 |
| Feature Interaction Fusion Self-Distillation Network For CTR Prediction | Nov 12, 2024 | Click-Through Rate PredictionKnowledge Distillation | —Unverified | 0 |