| Self-Supervised Class-Agnostic Motion Prediction with Spatial and Temporal Consistency Regularizations | Mar 20, 2024 | Autonomous Drivingmotion prediction | CodeCode Available | 1 |
| Large Language Models Powered Context-aware Motion Prediction in Autonomous Driving | Mar 17, 2024 | Autonomous DrivingMotion Forecasting | CodeCode Available | 1 |
| T4P: Test-Time Training of Trajectory Prediction via Masked Autoencoder and Actor-specific Token Memory | Mar 15, 2024 | Computational EfficiencyDecoder | CodeCode Available | 1 |
| Discrete Semantic Tokenization for Deep CTR Prediction | Mar 13, 2024 | Click-Through Rate PredictionNews Recommendation | CodeCode Available | 1 |
| Conformal prediction for multi-dimensional time series by ellipsoidal sets | Mar 6, 2024 | Conformal PredictionPrediction | CodeCode Available | 1 |
| Learning Group Activity Features Through Person Attribute Prediction | Mar 5, 2024 | AttributePrediction | CodeCode Available | 1 |
| Revisiting Confidence Estimation: Towards Reliable Failure Prediction | Mar 5, 2024 | Prediction | CodeCode Available | 1 |
| On Latency Predictors for Neural Architecture Search | Mar 4, 2024 | Hardware Aware Neural Architecture SearchMeta-Learning | CodeCode Available | 1 |
| Outlier detection by ensembling uncertainty with negative objectness | Feb 23, 2024 | Outlier DetectionPrediction | CodeCode Available | 1 |
| Helen: Optimizing CTR Prediction Models with Frequency-wise Hessian Eigenvalue Regularization | Feb 23, 2024 | Click-Through Rate PredictionPrediction | CodeCode Available | 1 |
| Context-based Interpretable Spatio-Temporal Graph Convolutional Network for Human Motion Forecasting | Feb 21, 2024 | Autonomous DrivingHuman motion prediction | CodeCode Available | 1 |
| SRNDiff: Short-term Rainfall Nowcasting with Condition Diffusion Model | Feb 21, 2024 | DecoderDenoising | CodeCode Available | 1 |
| TransGOP: Transformer-Based Gaze Object Prediction | Feb 21, 2024 | Gaze EstimationObject | CodeCode Available | 1 |
| MGF: Mixed Gaussian Flow for Diverse Trajectory Prediction | Feb 19, 2024 | DiversityPrediction | CodeCode Available | 1 |
| CoCo-Agent: A Comprehensive Cognitive MLLM Agent for Smartphone GUI Automation | Feb 19, 2024 | PredictionType prediction | CodeCode Available | 1 |
| Any2Graph: Deep End-To-End Supervised Graph Prediction With An Optimal Transport Loss | Feb 19, 2024 | Prediction | CodeCode Available | 1 |
| PreAct: Prediction Enhances Agent's Planning Ability | Feb 18, 2024 | DiversityLanguage Modeling | CodeCode Available | 1 |
| Hierarchical State Space Models for Continuous Sequence-to-Sequence Modeling | Feb 15, 2024 | MambaPrediction | CodeCode Available | 1 |
| 3D-based RNA function prediction tools in rnaglib | Feb 14, 2024 | Prediction | CodeCode Available | 1 |
| Regression Trees for Fast and Adaptive Prediction Intervals | Feb 12, 2024 | PredictionPrediction Intervals | CodeCode Available | 1 |
| Explainable Global Wildfire Prediction Models using Graph Neural Networks | Feb 11, 2024 | BenchmarkingCommunity Detection | CodeCode Available | 1 |
| Self-Calibrating Conformal Prediction | Feb 11, 2024 | Binary ClassificationConformal Prediction | CodeCode Available | 1 |
| Multimodal Clinical Trial Outcome Prediction with Large Language Models | Feb 9, 2024 | Mixture-of-ExpertsPrediction | CodeCode Available | 1 |
| Improving Token-Based World Models with Parallel Observation Prediction | Feb 8, 2024 | GPUPrediction | CodeCode Available | 1 |
| Structure-Informed Protein Language Model | Feb 7, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| AirPhyNet: Harnessing Physics-Guided Neural Networks for Air Quality Prediction | Feb 6, 2024 | Prediction | CodeCode Available | 1 |
| DeepLag: Discovering Deep Lagrangian Dynamics for Intuitive Fluid Prediction | Feb 4, 2024 | Future predictionPrediction | CodeCode Available | 1 |
| ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast | Feb 2, 2024 | PredictionValue prediction | CodeCode Available | 1 |
| Non-Exchangeable Conformal Language Generation with Nearest Neighbors | Feb 1, 2024 | Conformal PredictionLanguage Modeling | CodeCode Available | 1 |
| Supervised Contrastive Learning based Dual-Mixer Model for Remaining Useful Life Prediction | Jan 29, 2024 | Contrastive LearningPrediction | CodeCode Available | 1 |
| Improving Antibody Humanness Prediction using Patent Data | Jan 25, 2024 | Contrastive LearningDrug Discovery | CodeCode Available | 1 |
| DoorINet: Door Heading Prediction through Inertial Deep Learning | Jan 24, 2024 | Deep LearningPrediction | CodeCode Available | 1 |
| Conformal Approach To Gaussian Process Surrogate Evaluation With Coverage Guarantees | Jan 15, 2024 | Conformal PredictionGaussian Processes | CodeCode Available | 1 |
| Remaining Useful Life Prediction for Aircraft Engines using LSTM | Jan 15, 2024 | PredictionTemporal Sequences | CodeCode Available | 1 |
| Hierarchical Source-to-Post-Route QoR Prediction in High-Level Synthesis with GNNs | Jan 14, 2024 | graph constructionHigh-Level Synthesis | CodeCode Available | 1 |
| Uncertainty quantification for probabilistic machine learning in earth observation using conformal prediction | Jan 12, 2024 | Computational EfficiencyConformal Prediction | CodeCode Available | 1 |
| Synthetic Data Generation Framework, Dataset, and Efficient Deep Model for Pedestrian Intention Prediction | Jan 12, 2024 | Autonomous DrivingPrediction | CodeCode Available | 1 |
| Uncertainty Quantification on Clinical Trial Outcome Prediction | Jan 7, 2024 | Decision MakingDrug Discovery | CodeCode Available | 1 |
| Can Large Language Models Understand Molecules? | Jan 5, 2024 | Drug DiscoveryLanguage Modelling | CodeCode Available | 1 |
| TinyPredNet: A Lightweight Framework for Satellite Image Sequence Prediction | Jan 1, 2024 | DecoderGPU | CodeCode Available | 1 |
| STIGCN: spatial–temporal interaction‑aware graph convolution network for pedestrian trajectory prediction | Dec 30, 2023 | Autonomous DrivingPedestrian Trajectory Prediction | CodeCode Available | 1 |
| Olfactory Label Prediction on Aroma-Chemical Pairs | Dec 26, 2023 | Graph Neural NetworkPrediction | CodeCode Available | 1 |
| Social-Transmotion: Promptable Human Trajectory Prediction | Dec 26, 2023 | Autonomous VehiclesPrediction | CodeCode Available | 1 |
| TEILP: Time Prediction over Knowledge Graphs via Logical Reasoning | Dec 25, 2023 | Knowledge GraphsLogical Reasoning | CodeCode Available | 1 |
| Enhancing predictive capabilities in fusion burning plasmas through surrogate-based optimization in core transport solvers | Dec 19, 2023 | GPUPrediction | CodeCode Available | 1 |
| Prediction and Control in Continual Reinforcement Learning | Dec 18, 2023 | Continual LearningGeneral Knowledge | CodeCode Available | 1 |
| nuScenes Knowledge Graph -- A comprehensive semantic representation of traffic scenes for trajectory prediction | Dec 15, 2023 | Knowledge GraphsPrediction | CodeCode Available | 1 |
| Explicitly Integrating Judgment Prediction with Legal Document Retrieval: A Law-Guided Generative Approach | Dec 15, 2023 | PredictionRetrieval | CodeCode Available | 1 |
| CETN: Contrast-enhanced Through Network for CTR Prediction | Dec 15, 2023 | Click-Through Rate PredictionContrastive Learning | CodeCode Available | 1 |
| EDA: Evolving and Distinct Anchors for Multimodal Motion Prediction | Dec 15, 2023 | Autonomous Drivingmotion prediction | CodeCode Available | 1 |