| Inductive Conformal Prediction under Data Scarcity: Exploring the Impacts of Nonconformity Measures | Oct 13, 2024 | Conformal PredictionPrediction | —Unverified | 0 |
| SlimSeiz: Efficient Channel-Adaptive Seizure Prediction Using a Mamba-Enhanced Network | Oct 13, 2024 | channel selectionEEG | CodeCode Available | 0 |
| Training-Free Adaptive Diffusion with Bounded Difference Approximation Strategy | Oct 13, 2024 | DenoisingPrediction | CodeCode Available | 2 |
| C-Adapter: Adapting Deep Classifiers for Efficient Conformal Prediction Sets | Oct 12, 2024 | Conformal PredictionPrediction | CodeCode Available | 3 |
| DiffuTraj: A Stochastic Vessel Trajectory Prediction Approach via Guided Diffusion Process | Oct 12, 2024 | PredictionTrajectory Prediction | —Unverified | 0 |
| nextlocllm: next location prediction using LLMs | Oct 11, 2024 | Prediction | —Unverified | 0 |
| Exploiting Memory-aware Q-distribution Prediction for Nuclear Fusion via Modern Hopfield Network | Oct 11, 2024 | Prediction | —Unverified | 0 |
| Conformalized Interactive Imitation Learning: Handling Expert Shift and Intermittent Feedback | Oct 11, 2024 | Conformal PredictionImitation Learning | —Unverified | 0 |
| Multi-modal Fusion based Q-distribution Prediction for Controlled Nuclear Fusion | Oct 11, 2024 | Deep LearningPrediction | —Unverified | 0 |
| Towards Trustworthy Knowledge Graph Reasoning: An Uncertainty Aware Perspective | Oct 11, 2024 | Conformal PredictionKnowledge Graphs | —Unverified | 0 |
| Lifted Coefficient of Determination: Fast model-free prediction intervals and likelihood-free model comparison | Oct 11, 2024 | modelOutlier Detection | —Unverified | 0 |
| SmartPretrain: Model-Agnostic and Dataset-Agnostic Representation Learning for Motion Prediction | Oct 11, 2024 | Autonomous Vehiclesmotion prediction | CodeCode Available | 1 |
| Unveiling Molecular Secrets: An LLM-Augmented Linear Model for Explainable and Calibratable Molecular Property Prediction | Oct 11, 2024 | CPUDimensionality Reduction | CodeCode Available | 0 |
| Bank Loan Prediction Using Machine Learning Techniques | Oct 11, 2024 | Ensemble LearningPrediction | —Unverified | 0 |
| KV Prediction for Improved Time to First Token | Oct 10, 2024 | Code CompletionCPU | —Unverified | 0 |
| Metalic: Meta-Learning In-Context with Protein Language Models | Oct 10, 2024 | In-Context LearningMeta-Learning | CodeCode Available | 1 |
| FDDM: Frequency-Decomposed Diffusion Model for Rectum Cancer Dose Prediction in Radiotherapy | Oct 10, 2024 | Prediction | —Unverified | 0 |
| Sample then Identify: A General Framework for Risk Control and Assessment in Multimodal Large Language Models | Oct 10, 2024 | Conformal PredictionLanguage Modeling | —Unverified | 0 |
| Reliable Probabilistic Human Trajectory Prediction for Autonomous Applications | Oct 9, 2024 | PredictionTrajectory Prediction | CodeCode Available | 1 |
| Conformal Prediction: A Data Perspective | Oct 9, 2024 | Conformal PredictionPrediction | —Unverified | 0 |
| Predicting Fine-grained Behavioral and Psychological Symptoms of Dementia Based on Machine Learning and Smart Wearable Devices | Oct 8, 2024 | Prediction | —Unverified | 0 |
| Understanding Gradient Boosting Classifier: Training, Prediction, and the Role of γ_j | Oct 8, 2024 | Binary ClassificationPrediction | —Unverified | 0 |
| An accelerate Prediction Strategy for Dynamic Multi-Objective Optimization | Oct 8, 2024 | Prediction | —Unverified | 0 |
| E3STO: Orbital Inspired SE(3)-Equivariant Molecular Representation for Electron Density Prediction | Oct 8, 2024 | molecular representationPrediction | —Unverified | 0 |
| Conformal Structured Prediction | Oct 8, 2024 | Conformal Predictionimage-classification | CodeCode Available | 0 |
| Spectrum Prediction via Graph Structure Learning | Oct 7, 2024 | Graph structure learningPrediction | CodeCode Available | 0 |
| Pre-Ictal Seizure Prediction Using Personalized Deep Learning | Oct 7, 2024 | Deep LearningEEG | —Unverified | 0 |
| Online scalable Gaussian processes with conformal prediction for guaranteed coverage | Oct 7, 2024 | Conformal PredictionGaussian Processes | —Unverified | 0 |
| Regression Conformal Prediction under Bias | Oct 7, 2024 | Computed Tomography (CT)Conformal Prediction | CodeCode Available | 0 |
| Stage-Wise and Prior-Aware Neural Speech Phase Prediction | Oct 7, 2024 | Prediction | —Unverified | 0 |
| Video Prediction Transformers without Recurrence or Convolution | Oct 7, 2024 | DecoderPrediction | CodeCode Available | 2 |
| Molecular topological deep learning for polymer property prediction | Oct 7, 2024 | Deep LearningPrediction | —Unverified | 0 |
| Fine-Grained Prediction of Reading Comprehension from Eye Movements | Oct 6, 2024 | PredictionReading Comprehension | CodeCode Available | 0 |
| CiMaTe: Citation Count Prediction Effectively Leveraging the Main Text | Oct 6, 2024 | Prediction | —Unverified | 0 |
| Punctuation Prediction for Polish Texts using Transformers | Oct 6, 2024 | PredictionReading Comprehension | —Unverified | 0 |
| Enhancing Future Link Prediction in Quantum Computing Semantic Networks through LLM-Initiated Node Features | Oct 5, 2024 | Link PredictionPrediction | CodeCode Available | 0 |
| SPHINX: Structural Prediction using Hypergraph Inference Network | Oct 4, 2024 | PredictionTrajectory Prediction | —Unverified | 0 |
| Stabilized Neural Prediction of Potential Outcomes in Continuous Time | Oct 4, 2024 | Prediction | CodeCode Available | 0 |
| Context and System Fusion in Post-ASR Emotion Recognition with Large Language Models | Oct 4, 2024 | Emotion RecognitionPrediction | CodeCode Available | 0 |
| Leveraging Fundamental Analysis for Stock Trend Prediction for Profit | Oct 4, 2024 | Decision MakingPrediction | —Unverified | 0 |
| Remaining Useful Life Prediction: A Study on Multidimensional Industrial Signal Processing and Efficient Transfer Learning Based on Large Language Models | Oct 4, 2024 | PredictionTransfer Learning | —Unverified | 0 |
| VEDIT: Latent Prediction Architecture For Procedural Video Representation Learning | Oct 4, 2024 | Action AnticipationDenoising | —Unverified | 0 |
| Immunogenicity Prediction with Dual Attention Enables Vaccine Target Selection | Oct 3, 2024 | Deep LearningPrediction | CodeCode Available | 1 |
| Temporal Predictive Coding for Gradient Compression in Distributed Learning | Oct 3, 2024 | Prediction | —Unverified | 0 |
| The Benefit of Being Bayesian in Online Conformal Prediction | Oct 3, 2024 | Bayesian InferenceConformal Prediction | CodeCode Available | 0 |
| Remember and Recall: Associative-Memory-based Trajectory Prediction | Oct 3, 2024 | Autonomous DrivingComputational Efficiency | —Unverified | 0 |
| LLMCO2: Advancing Accurate Carbon Footprint Prediction for LLM Inferences | Oct 3, 2024 | GPUGraph Neural Network | —Unverified | 0 |
| Autonomous Self-Trained Channel State Prediction Method for mmWave Vehicular Communications | Oct 3, 2024 | Dataset GenerationPrediction | —Unverified | 0 |
| Learning to learn ecosystems from limited data -- a meta-learning approach | Oct 2, 2024 | Meta-LearningPrediction | CodeCode Available | 0 |
| Latency Reduction in CloudVR: Cloud Prediction, Edge Correction | Oct 2, 2024 | Prediction | —Unverified | 0 |