| CycleMLP: A MLP-like Architecture for Dense Prediction | Jul 21, 2021 | Image ClassificationInstance Segmentation | CodeCode Available | 1 |
| Significant Wave Height Prediction based on Wavelet Graph Neural Network | Jul 20, 2021 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| An Efficient Transformer-Based Model for Vietnamese Punctuation Prediction | Jul 19, 2021 | Prediction | CodeCode Available | 1 |
| Learning Sparse Interaction Graphs of Partially Detected Pedestrians for Trajectory Prediction | Jul 15, 2021 | Pedestrian Trajectory PredictionPrediction | CodeCode Available | 1 |
| A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification | Jul 15, 2021 | Conformal PredictionDeep Reinforcement Learning | CodeCode Available | 1 |
| Auto IV: Counterfactual Prediction via Automatic Instrumental Variable Decomposition | Jul 13, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Fast Batch Nuclear-norm Maximization and Minimization for Robust Domain Adaptation | Jul 13, 2021 | DiversityDomain Adaptation | CodeCode Available | 1 |
| BrainNNExplainer: An Interpretable Graph Neural Network Framework for Brain Network based Disease Analysis | Jul 11, 2021 | Disease PredictionGraph Neural Network | CodeCode Available | 1 |
| Zero-Shot Scene Graph Relation Prediction through Commonsense Knowledge Integration | Jul 11, 2021 | Graph GenerationGraph Mining | CodeCode Available | 1 |
| Improving Inductive Link Prediction Using Hyper-Relational Facts | Jul 10, 2021 | Inductive Link PredictionKnowledge Graphs | CodeCode Available | 1 |
| Drug-Target Interaction Prediction with Graph Attention networks | Jul 10, 2021 | Graph AttentionPrediction | CodeCode Available | 1 |
| Measuring Financial Time Series Similarity With a View to Identifying Profitable Stock Market Opportunities | Jul 7, 2021 | Future predictionPrediction | CodeCode Available | 1 |
| UACANet: Uncertainty Augmented Context Attention for Polyp Segmentation | Jul 6, 2021 | DecoderMedical Image Segmentation | CodeCode Available | 1 |
| Spatiotemporal information conversion machine for time-series prediction | Jul 3, 2021 | Causal InferencePrediction | CodeCode Available | 1 |
| Valid prediction intervals for regression problems | Jul 1, 2021 | Conformal PredictionPrediction | CodeCode Available | 1 |
| Trees with Attention for Set Prediction Tasks | Jul 1, 2021 | BIG-bench Machine LearningInterpretable Machine Learning | CodeCode Available | 1 |
| Dual Aspect Self-Attention based on Transformer for Remaining Useful Life Prediction | Jun 30, 2021 | DecoderPrediction | CodeCode Available | 1 |
| Edge Proposal Sets for Link Prediction | Jun 30, 2021 | Experimental DesignLink Prediction | CodeCode Available | 1 |
| Multimodal Trajectory Prediction Conditioned on Lane-Graph Traversals | Jun 28, 2021 | Decodermotion prediction | CodeCode Available | 1 |
| DGL-LifeSci: An Open-Source Toolkit for Deep Learning on Graphs in Life Science | Jun 27, 2021 | Deep LearningMolecular Property Prediction | CodeCode Available | 1 |
| DenseTNT: Waymo Open Dataset Motion Prediction Challenge 1st Place Solution | Jun 27, 2021 | Autonomous Drivingmotion prediction | CodeCode Available | 1 |
| FitVid: Overfitting in Pixel-Level Video Prediction | Jun 24, 2021 | Image AugmentationPrediction | CodeCode Available | 1 |
| Confidence-Aware Learning for Camouflaged Object Detection | Jun 22, 2021 | Objectobject-detection | CodeCode Available | 1 |
| Lossy Compression for Lossless Prediction | Jun 21, 2021 | Feature CompressionImage Compression | CodeCode Available | 1 |
| Neural Controlled Differential Equations for Online Prediction Tasks | Jun 21, 2021 | Irregular Time SeriesPrediction | CodeCode Available | 1 |
