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Papers

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Showing 1001–1050 of 8760 papers

TitleStatusHype
DEUP: Direct Epistemic Uncertainty PredictionCode1
Spatio-temporal Graph-RNN for Point Cloud PredictionCode1
Private Prediction SetsCode1
Shelf-Supervised Mesh Prediction in the WildCode1
A Comparison of Deep-Learning Methods for Analysing and Predicting Business ProcessesCode1
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge IntegrationCode1
CF-GNNExplainer: Counterfactual Explanations for Graph Neural NetworksCode1
Covariance Prediction via Convex OptimizationCode1
SpanEmo: Casting Multi-label Emotion Classification as Span-predictionCode1
Deep Graph Convolutional Networks for Wind Speed PredictionCode1
Structured Prediction as Translation between Augmented Natural LanguagesCode1
Explain and Predict, and then Predict AgainCode1
Learning Accurate Dense Correspondences and When to Trust ThemCode1
Motion Prediction Using Trajectory CuesCode1
Variational Structured Attention Networks for Dense Pixel-Wise PredictionCode1
Temporal LiDAR Frame Prediction for Autonomous DrivingCode1
Disentangled Information BottleneckCode1
MEME: Generating RNN Model Explanations via Model ExtractionCode1
Option Tracing: Beyond Binary Knowledge TracingCode1
ViNet: Pushing the limits of Visual Modality for Audio-Visual Saliency PredictionCode1
Scalable and interpretable rule-based link prediction for large heterogeneous knowledge graphsCode1
Compositionally Generalizable 3D Structure PredictionCode1
From Goals, Waypoints & Paths To Long Term Human Trajectory ForecastingCode1
Disentangling Label Distribution for Long-tailed Visual RecognitionCode1
SeMantic AnsweR Type prediction task (SMART) at ISWC 2020 Semantic Web ChallengeCode1
Adversarial Sparse Transformer for Time Series ForecastingCode1
Channel-wise Knowledge Distillation for Dense PredictionCode1
Bayesian Graph Neural Networks for Molecular Property PredictionCode1
Lipophilicity Prediction with Multitask Learning and Molecular Substructures RepresentationCode1
Rethinking Transformer-based Set Prediction for Object DetectionCode1
From Recognition to Prediction: Analysis of Human Action and Trajectory Prediction in VideoCode1
Dense Contrastive Learning for Self-Supervised Visual Pre-TrainingCode1
Quantum deep field: data-driven wave function, electron density generation, and atomization energy prediction and extrapolation with machine learningCode1
Author's Sentiment PredictionCode1
SeasonDepth: Cross-Season Monocular Depth Prediction Dataset and Benchmark under Multiple EnvironmentsCode1
Explaining Deep Graph Networks with Molecular CounterfactualsCode1
End-to-end Lane Shape Prediction with TransformersCode1
Multimodal Trajectory Prediction via Topological Invariance for Navigation at Uncontrolled IntersectionsCode1
Context-Aware Answer Extraction in Question AnsweringCode1
TrimNet: learning molecular representation from triplet messages for biomedicineCode1
RetroXpert: Decompose Retrosynthesis Prediction like a ChemistCode1
Joint Entity and Relation Extraction with Set Prediction NetworksCode1
Learning Causal Semantic Representation for Out-of-Distribution PredictionCode1
Handling Missing Data with Graph Representation LearningCode1
Exploring Dynamic Context for Multi-path Trajectory PredictionCode1
Multi-agent Trajectory Prediction with Fuzzy Query AttentionCode1
Generative Temporal Difference Learning for Infinite-Horizon PredictionCode1
Trajectory-wise Multiple Choice Learning for Dynamics Generalization in Reinforcement LearningCode1
Interior Point Solving for LP-based prediction+optimisationCode1
Multi-agent active perception with prediction rewardsCode1
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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