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Prediction

Papers

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Showing 201–250 of 8760 papers

TitleStatusHype
Future-Oriented Navigation: Dynamic Obstacle Avoidance with One-Shot Energy-Based Multimodal Motion PredictionCode1
Quadratic Interest Network for Multimodal Click-Through Rate PredictionCode1
Heterogeneous networks in drug-target interaction predictionCode1
Lightweight LiDAR-Camera 3D Dynamic Object Detection and Multi-Class Trajectory PredictionCode1
Deep Learning in Concealed Dense PredictionCode1
Minimum Volume Conformal Sets for Multivariate RegressionCode1
SimMotionEdit: Text-Based Human Motion Editing with Motion Similarity PredictionCode1
Trajectory Mamba: Efficient Attention-Mamba Forecasting Model Based on Selective SSMCode1
Towards Interpretable Protein Structure Prediction with Sparse AutoencodersCode1
TRACT: Regression-Aware Fine-tuning Meets Chain-of-Thought Reasoning for LLM-as-a-JudgeCode1
Unified Human Localization and Trajectory Prediction with Monocular VisionCode1
Co-MTP: A Cooperative Trajectory Prediction Framework with Multi-Temporal Fusion for Autonomous DrivingCode1
Masked Latent Prediction and Classification for Self-Supervised Audio Representation LearningCode1
DEEPER Insight into Your User: Directed Persona Refinement for Dynamic Persona ModelingCode1
Combinatorial Optimization Perspective based Framework for Multi-behavior RecommendationCode1
Efficient and Scalable Density Functional Theory Hamiltonian Prediction through Adaptive SparsityCode1
Error-quantified Conformal Inference for Time SeriesCode1
SliceOcc: Indoor 3D Semantic Occupancy Prediction with Vertical Slice RepresentationCode1
MetaOcc: Surround-View 4D Radar and Camera Fusion Framework for 3D Occupancy Prediction with Dual Training StrategiesCode1
FreqMoE: Enhancing Time Series Forecasting through Frequency Decomposition Mixture of ExpertsCode1
coverforest: Conformal Predictions with Random Forest in PythonCode1
Dynamic Trend Fusion Module for Traffic Flow PredictionCode1
A Unified Comparative Study with Generalized Conformity Scores for Multi-Output Conformal RegressionCode1
DSTIGCN: Deformable Spatial-Temporal Interaction Graph Convolution Network for Pedestrian Trajectory PredictionCode1
Efficient Traffic Prediction Through Spatio-Temporal DistillationCode1
GRAPPA - A Hybrid Graph Neural Network for Predicting Pure Component Vapor PressuresCode1
Advancing Semantic Future Prediction through Multimodal Visual Sequence TransformersCode1
Challenging reaction prediction models to generalize to novel chemistryCode1
Interpretable Enzyme Function Prediction via Residue-Level DetectionCode1
Few-shot Personalized Scanpath PredictionCode1
TrajLearn: Trajectory Prediction Learning using Deep Generative ModelsCode1
Neural Conformal Control for Time Series ForecastingCode1
VarAD: Lightweight High-Resolution Image Anomaly Detection via Visual Autoregressive ModelingCode1
Learning Group Interactions and Semantic Intentions for Multi-Object Trajectory PredictionCode1
TS-SatFire: A Multi-Task Satellite Image Time-Series Dataset for Wildfire Detection and PredictionCode1
NyayaAnumana & INLegalLlama: The Largest Indian Legal Judgment Prediction Dataset and Specialized Language Model for Enhanced Decision AnalysisCode1
PowerMamba: A Deep State Space Model and Comprehensive Benchmark for Time Series Prediction in Electric Power SystemsCode1
Transformers Can Navigate Mazes With Multi-Step PredictionCode1
CausalMob: Causal Human Mobility Prediction with LLMs-derived Human Intentions toward Public EventsCode1
MERGE: Multi-faceted Hierarchical Graph-based GNN for Gene Expression Prediction from Whole Slide Histopathology ImagesCode1
Multi-Scale Representation Learning for Protein Fitness PredictionCode1
A Multi-Loss Strategy for Vehicle Trajectory Prediction: Combining Off-Road, Diversity, and Directional Consistency LossesCode1
Another look at inference after predictionCode1
Streamlining Prediction in Bayesian Deep LearningCode1
Edge Weight Prediction For Category-Agnostic Pose EstimationCode1
Language Driven Occupancy PredictionCode1
UniFlow: A Foundation Model for Unified Urban Spatio-Temporal Flow PredictionCode1
ALOcc: Adaptive Lifting-based 3D Semantic Occupancy and Cost Volume-based Flow PredictionCode1
Fast and Efficient Transformer-based Method for Bird's Eye View Instance PredictionCode1
Reconsidering the Performance of GAE in Link PredictionCode1
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All datasetsQM9Synthetic

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RELATIONFORMEREdit Distance9.15—Unverified
2ANY2GRAPHEdit Distance3.44—Unverified
3FGWBARY-ILE + FDEdit Distance2.84—Unverified
4ANY2GRAPH + FDEdit Distance2.13—Unverified
#ModelMetricClaimedVerifiedStatus
1CW-CNNRMSE1.15—Unverified
2CW-ATRMSE0.03—Unverified