| MatchMaker: A Deep Learning Framework for Drug Synergy Prediction | Feb 2, 2022 | Deep LearningPrediction | CodeCode Available | 1 |
| Approximating Full Conformal Prediction at Scale via Influence Functions | Feb 2, 2022 | Conformal PredictionPrediction | CodeCode Available | 1 |
| Improving Expert Predictions with Conformal Prediction | Jan 28, 2022 | Conformal PredictionPrediction | CodeCode Available | 1 |
| Crystal structure prediction with machine learning-based element substitution | Jan 26, 2022 | BIG-bench Machine LearningMetric Learning | CodeCode Available | 1 |
| Building a Performance Model for Deep Learning Recommendation Model Training on GPUs | Jan 19, 2022 | GPUmodel | CodeCode Available | 1 |
| On Adversarial Robustness of Trajectory Prediction for Autonomous Vehicles | Jan 13, 2022 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 |
| Improving VAE based molecular representations for compound property prediction | Jan 13, 2022 | BIG-bench Machine LearningPrediction | CodeCode Available | 1 |
| Stock Movement Prediction Based on Bi-typed Hybrid-relational Market Knowledge Graph via Dual Attention Networks | Jan 11, 2022 | Implicit RelationsPrediction | CodeCode Available | 1 |
| CHERRY: a Computational metHod for accuratE pRediction of virus-pRokarYotic interactions using a graph encoder-decoder model | Jan 4, 2022 | DecoderLink Prediction | CodeCode Available | 1 |
| Investigating Pose Representations and Motion Contexts Modeling for 3D Motion Prediction | Dec 30, 2021 | motion predictionPrediction | CodeCode Available | 1 |
| Causal Attention for Interpretable and Generalizable Graph Classification | Dec 30, 2021 | ClassificationGraph Attention | CodeCode Available | 1 |
| Learning Cross-Scale Weighted Prediction for Efficient Neural Video Compression | Dec 26, 2021 | Motion CompensationOptical Flow Estimation | CodeCode Available | 1 |
| MPViT: Multi-Path Vision Transformer for Dense Prediction | Dec 21, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Masked Feature Prediction for Self-Supervised Visual Pre-Training | Dec 16, 2021 | Action ClassificationAction Recognition | CodeCode Available | 1 |
| Interpretable Knowledge Tracing: Simple and Efficient Student Modeling with Causal Relations | Dec 15, 2021 | Deep LearningDiagnostic | CodeCode Available | 1 |
| Gaussian Process Regression With Interpretable Sample-Wise Feature Weights | Dec 10, 2021 | Explainable artificial intelligenceGaussian Processes | CodeCode Available | 1 |
| Model Doctor: A Simple Gradient Aggregation Strategy for Diagnosing and Treating CNN Classifiers | Dec 9, 2021 | Prediction | CodeCode Available | 1 |
| Feature Statistics Mixing Regularization for Generative Adversarial Networks | Dec 8, 2021 | Prediction | CodeCode Available | 1 |
| CCasGNN: Collaborative Cascade Prediction Based on Graph Neural Networks | Dec 7, 2021 | Prediction | CodeCode Available | 1 |
| Vehicle trajectory prediction works, but not everywhere | Dec 7, 2021 | PredictionScene Generation | CodeCode Available | 1 |
| GaTector: A Unified Framework for Gaze Object Prediction | Dec 7, 2021 | Gaze EstimationGaze Prediction | CodeCode Available | 1 |
| Pairwise Learning for Neural Link Prediction | Dec 6, 2021 | Learning-To-RankLink Prediction | CodeCode Available | 1 |
| Gaussian Mixture Variational Autoencoder with Contrastive Learning for Multi-Label Classification | Dec 2, 2021 | Contrastive LearningMulti-Label Classification | CodeCode Available | 1 |
| Object-aware Monocular Depth Prediction with Instance Convolutions | Dec 2, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| DenseCLIP: Language-Guided Dense Prediction with Context-Aware Prompting | Dec 2, 2021 | Image-text matchingInstance Segmentation | CodeCode Available | 1 |
