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Prediction

Papers

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Showing 151–200 of 8760 papers

TitleStatusHype
BEVerse: Unified Perception and Prediction in Birds-Eye-View for Vision-Centric Autonomous DrivingCode2
RITA: a Study on Scaling Up Generative Protein Sequence ModelsCode2
TeleGraph: A Benchmark Dataset for Hierarchical Link PredictionCode2
Attention-based CNN-LSTM and XGBoost hybrid model for stock predictionCode2
Stochastic Trajectory Prediction via Motion Indeterminacy DiffusionCode2
Protein Representation Learning by Geometric Structure PretrainingCode2
M2I: From Factored Marginal Trajectory Prediction to Interactive PredictionCode2
Contextual Semantic Embeddings for Ontology Subsumption PredictionCode2
HiVT: Hierarchical Vector Transformer for Multi-Agent Motion PredictionCode2
LibCity: An Open Library for Traffic PredictionCode2
Sparse Auxiliary Networks for Unified Monocular Depth Prediction and CompletionCode2
Distribution-Free, Risk-Controlling Prediction SetsCode2
Learning Accurate Long-term Dynamics for Model-based Reinforcement LearningCode2
Conformal prediction interval for dynamic time-seriesCode2
Torch-Struct: Deep Structured Prediction LibraryCode2
DeepPurpose: a Deep Learning Library for Drug-Target Interaction PredictionCode2
Uncertainty-Gated Stochastic Sequential Model for EHR Mortality PredictionCode2
Adversarial Detection and Correction by Matching Prediction DistributionsCode2
Torch-Struct: Deep Structured Prediction LibraryCode2
CoverNet: Multimodal Behavior Prediction using Trajectory SetsCode2
FLEN: Leveraging Field for Scalable CTR PredictionCode2
Bayesian Temporal Factorization for Multidimensional Time Series PredictionCode2
NGBoost: Natural Gradient Boosting for Probabilistic PredictionCode2
Enforcing geometric constraints of virtual normal for depth predictionCode2
Document Expansion by Query PredictionCode2
Analyzing Learned Molecular Representations for Property PredictionCode2
T-GCN: A Temporal Graph ConvolutionalNetwork for Traffic PredictionCode2
SDCNet: Video Prediction Using Spatially-Displaced ConvolutionCode2
LPCNet: Improving Neural Speech Synthesis Through Linear PredictionCode2
DeepDTA: Deep Drug-Target Binding Affinity PredictionCode2
Complex Embeddings for Simple Link PredictionCode2
Conformation-Aware Structure Prediction of Antigen-Recognizing Immune ProteinsCode1
Cautious Next Token PredictionCode1
Where, What, Why: Towards Explainable Driver Attention PredictionCode1
Out-of-Distribution Semantic Occupancy PredictionCode1
OmniESI: A unified framework for enzyme-substrate interaction prediction with progressive conditional deep learningCode1
MTPNet: Multi-Grained Target Perception for Unified Activity Cliff PredictionCode1
UniSite: The First Cross-Structure Dataset and Learning Framework for End-to-End Ligand Binding Site DetectionCode1
Conformal Prediction for Zero-Shot ModelsCode1
Pre-Training Curriculum for Multi-Token Prediction in Language ModelsCode1
DeSocial: Blockchain-based Decentralized Social NetworksCode1
FlashMD: long-stride, universal prediction of molecular dynamicsCode1
Video-GPT via Next Clip DiffusionCode1
Temporal-Spectral-Spatial Unified Remote Sensing Dense PredictionCode1
Multi-Token Prediction Needs RegistersCode1
PrePrompt: Predictive prompting for class incremental learningCode1
Physics-Assisted and Topology-Informed Deep Learning for Weather PredictionCode1
scDrugMap: Benchmarking Large Foundation Models for Drug Response PredictionCode1
TrajEvo: Designing Trajectory Prediction Heuristics via LLM-driven EvolutionCode1
RGB-Event Fusion with Self-Attention for Collision 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