| 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 |
| Zero-Shot Scene Graph Relation Prediction through Commonsense Knowledge Integration | Jul 11, 2021 | Graph GenerationGraph Mining | 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 |
| 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 |
| Multi-level Motion Attention for Human Motion Prediction | Jun 17, 2021 | Human motion predictionmotion prediction | CodeCode Available | 1 |
| Multi-modal fusion with gating using audio, lexical and disfluency features for Alzheimer's Dementia recognition from spontaneous speech | Jun 17, 2021 | Prediction | CodeCode Available | 1 |
| Simple GNN Regularisation for 3D Molecular Property Prediction & Beyond | Jun 15, 2021 | DenoisingDiversity | CodeCode Available | 1 |
| Tracing Back Music Emotion Predictions to Sound Sources and Intuitive Perceptual Qualities | Jun 14, 2021 | Emotion RecognitionInformation Retrieval | CodeCode Available | 1 |
| Semi-supervised Time Series Classification by Temporal Relation Prediction | Jun 11, 2021 | ClassificationPrediction | CodeCode Available | 1 |
| Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task Learning | Jun 6, 2021 | DiversityMulti Label Text Classification | CodeCode Available | 1 |
| Constrained Generalized Additive 2 Model with Consideration of High-Order Interactions | Jun 5, 2021 | Autonomous DrivingPrediction | CodeCode Available | 1 |
| Materials Representation and Transfer Learning for Multi-Property Prediction | Jun 4, 2021 | BIG-bench Machine LearningGenerative Adversarial Network | CodeCode Available | 1 |
| Single Image Depth Prediction with Wavelet Decomposition | Jun 3, 2021 | DecoderDepth Estimation | CodeCode Available | 1 |
| Learning from Counterfactual Links for Link Prediction | Jun 3, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Machine learning models for DOTA 2 outcomes prediction | Jun 3, 2021 | BIG-bench Machine LearningDota 2 | CodeCode Available | 1 |
| IrEne: Interpretable Energy Prediction for Transformers | Jun 2, 2021 | Prediction | CodeCode Available | 1 |
| SpanNER: Named Entity Re-/Recognition as Span Prediction | Jun 1, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Uncertainty Characteristics Curves: A Systematic Assessment of Prediction Intervals | Jun 1, 2021 | PredictionPrediction Intervals | CodeCode Available | 1 |
| Locally Valid and Discriminative Prediction Intervals for Deep Learning Models | Jun 1, 2021 | Conformal PredictionDeep Learning | CodeCode Available | 1 |
| Hashing-Accelerated Graph Neural Networks for Link Prediction | May 29, 2021 | Graph Neural NetworkLink Prediction | CodeCode Available | 1 |
| ILDC for CJPE: Indian Legal Documents Corpus for Court Judgment Prediction and Explanation | May 28, 2021 | Prediction | CodeCode Available | 1 |
| DeepGaze IIE: Calibrated prediction in and out-of-domain for state-of-the-art saliency modeling | May 26, 2021 | PredictionSaliency Prediction | CodeCode Available | 1 |
| DFPN: Deformable Frame Prediction Network | May 26, 2021 | PredictionVideo Compression | CodeCode Available | 1 |
| Distance-Enhanced Graph Neural Network for Link Prediction | May 20, 2021 | Graph Neural NetworkLink Prediction | CodeCode Available | 1 |
| Learning Graph Meta Embeddings for Cold-Start Ads in Click-Through Rate Prediction | May 19, 2021 | Click-Through Rate PredictionMeta-Learning | CodeCode Available | 1 |
| Conformal Prediction using Conditional Histograms | May 18, 2021 | BIG-bench Machine LearningConformal Prediction | CodeCode Available | 1 |
| Multi-Person Extreme Motion Prediction | May 18, 2021 | Human motion predictionmotion prediction | CodeCode Available | 1 |
| Quantifying sources of uncertainty in drug discovery predictions with probabilistic models | May 18, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 |
| Dependency Parsing as MRC-based Span-Span Prediction | May 17, 2021 | Dependency ParsingMachine Reading Comprehension | CodeCode Available | 1 |
