| From Noisy Prediction to True Label: Noisy Prediction Calibration via Generative Model | May 2, 2022 | Learning with noisy labelsPrediction | CodeCode Available | 1 |
| Legal Judgment Prediction via Event Extraction with Constraints | May 1, 2022 | Event ExtractionPrediction | CodeCode Available | 1 |
| The Wisdom of Crowds: Temporal Progressive Attention for Early Action Prediction | Apr 28, 2022 | Early Action PredictionPrediction | CodeCode Available | 1 |
| LM-Debugger: An Interactive Tool for Inspection and Intervention in Transformer-Based Language Models | Apr 26, 2022 | Prediction | CodeCode Available | 1 |
| Goal-driven Self-Attentive Recurrent Networks for Trajectory Prediction | Apr 25, 2022 | Autonomous VehiclesPrediction | CodeCode Available | 1 |
| ChildPredictor: A Child Face Prediction Framework with Disentangled Learning | Apr 21, 2022 | Age-Invariant Face RecognitionFace Recognition | CodeCode Available | 1 |
| GIMO: Gaze-Informed Human Motion Prediction in Context | Apr 20, 2022 | Human motion predictionmotion prediction | CodeCode Available | 1 |
| Graph neural networks and attention-based CNN-LSTM for protein classification | Apr 20, 2022 | ClassificationGraph Attention | CodeCode Available | 1 |
| GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction with Relational Reasoning | Apr 19, 2022 | PredictionRelational Reasoning | CodeCode Available | 1 |
| Accurate ADMET Prediction with XGBoost | Apr 15, 2022 | Drug DiscoveryMolecular Property Prediction | CodeCode Available | 1 |
| Towards PAC Multi-Object Detection and Tracking | Apr 15, 2022 | Autonomous NavigationConformal Prediction | CodeCode Available | 1 |
| Neural Structured Prediction for Inductive Node Classification | Apr 15, 2022 | ClassificationNode Classification | CodeCode Available | 1 |
| AHP: Learning to Negative Sample for Hyperedge Prediction | Apr 13, 2022 | Hyperedge PredictionPrediction | CodeCode Available | 1 |
| Disentangling Uncertainty in Machine Translation Evaluation | Apr 13, 2022 | Machine TranslationPrediction | CodeCode Available | 1 |
| CowClip: Reducing CTR Prediction Model Training Time from 12 hours to 10 minutes on 1 GPU | Apr 13, 2022 | Click-Through Rate PredictionGPU | CodeCode Available | 1 |
| Continual Predictive Learning from Videos | Apr 12, 2022 | Continual LearningPrediction | CodeCode Available | 1 |
| Bimodal Camera Pose Prediction for Endoscopy | Apr 11, 2022 | Camera Pose EstimationPose Estimation | CodeCode Available | 1 |
| Faces: AI Blitz XIII Solutions | Apr 3, 2022 | Face RecognitionPrediction | CodeCode Available | 1 |
| Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging | Apr 2, 2022 | Few-Shot LearningPrediction | CodeCode Available | 1 |
| Progressively Generating Better Initial Guesses Towards Next Stages for High-Quality Human Motion Prediction | Mar 30, 2022 | Human motion predictionHuman Pose Forecasting | CodeCode Available | 1 |
| Protein language models trained on multiple sequence alignments learn phylogenetic relationships | Mar 29, 2022 | Prediction | CodeCode Available | 1 |
| VPTR: Efficient Transformers for Video Prediction | Mar 29, 2022 | PredictionVideo Prediction | CodeCode Available | 1 |
| Disentangling Object Motion and Occlusion for Unsupervised Multi-frame Monocular Depth | Mar 29, 2022 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Non-Probability Sampling Network for Stochastic Human Trajectory Prediction | Mar 25, 2022 | Pedestrian Trajectory PredictionPrediction | CodeCode Available | 1 |
| Reinforcement Learning with Action-Free Pre-Training from Videos | Mar 25, 2022 | Predictionreinforcement-learning | CodeCode Available | 1 |
| Predicting Multi-Antenna Frequency-Selective Channels via Meta-Learned Linear Filters based on Long-Short Term Channel Decomposition | Mar 23, 2022 | Meta-LearningPrediction | CodeCode Available | 1 |
| Remember Intentions: Retrospective-Memory-based Trajectory Prediction | Mar 22, 2022 | PredictionTrajectory Prediction | CodeCode Available | 1 |
| HOP: History-and-Order Aware Pre-training for Vision-and-Language Navigation | Mar 22, 2022 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| Root-aligned SMILES: A Tight Representation for Chemical Reaction Prediction | Mar 22, 2022 | Chemical Reaction PredictionPrediction | CodeCode Available | 1 |
| Relationformer: A Unified Framework for Image-to-Graph Generation | Mar 19, 2022 | Graph GenerationObject | CodeCode Available | 1 |
| Sequence-to-Sequence Knowledge Graph Completion and Question Answering | Mar 19, 2022 | DecoderGraph Embedding | CodeCode Available | 1 |
| MotionAug: Augmentation with Physical Correction for Human Motion Prediction | Mar 17, 2022 | Data AugmentationDiversity | CodeCode Available | 1 |
| Interpretable EEG seizure prediction using a multiobjective evolutionary algorithm | Mar 15, 2022 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| SocialVAE: Human Trajectory Prediction using Timewise Latents | Mar 15, 2022 | Decision MakingPedestrian Trajectory Prediction | CodeCode Available | 1 |
| Magnetic Field Prediction Using Generative Adversarial Networks | Mar 14, 2022 | Generative Adversarial NetworkPrediction | CodeCode Available | 1 |
| Wasserstein Adversarial Transformer for Cloud Workload Prediction | Mar 12, 2022 | PredictionTime Series | CodeCode Available | 1 |
| Multi-modal Graph Learning for Disease Prediction | Mar 11, 2022 | Disease PredictionGraph Learning | CodeCode Available | 1 |
| Prediction-Guided Distillation for Dense Object Detection | Mar 10, 2022 | Dense Object DetectionKnowledge Distillation | CodeCode Available | 1 |
| Few-Sample Traffic Prediction with Graph Networks using Locale as Relational Inductive Biases | Mar 8, 2022 | ManagementOpen-Ended Question Answering | CodeCode Available | 1 |
| Syntax-Aware Network for Handwritten Mathematical Expression Recognition | Mar 3, 2022 | DecoderHandwritten Mathmatical Expression Recognition | CodeCode Available | 1 |
| Equivariant and Stable Positional Encoding for More Powerful Graph Neural Networks | Mar 1, 2022 | Link PredictionPrediction | CodeCode Available | 1 |
| Algorithm and System Co-design for Efficient Subgraph-based Graph Representation Learning | Feb 28, 2022 | Graph Representation LearningPrediction | CodeCode Available | 1 |
| Structured Multi-task Learning for Molecular Property Prediction | Feb 22, 2022 | Drug DiscoveryGraph Neural Network | CodeCode Available | 1 |
| Probabilistic Embeddings Revisited | Feb 14, 2022 | Face VerificationImage Retrieval | CodeCode Available | 1 |
| CRAT-Pred: Vehicle Trajectory Prediction with Crystal Graph Convolutional Neural Networks and Multi-Head Self-Attention | Feb 9, 2022 | Autonomous VehiclesMotion Forecasting | CodeCode Available | 1 |
| DeepCENT: Prediction of Censored Event Time via Deep Learning | Feb 8, 2022 | Deep LearningPrediction | CodeCode Available | 1 |
| Conformal Prediction Under Feedback Covariate Shift for Biomolecular Design | Feb 8, 2022 | Conformal PredictionPrediction | CodeCode Available | 1 |
| Structured Time Series Prediction without Structural Prior | Feb 7, 2022 | Domain AdaptationPrediction | CodeCode Available | 1 |
| Triangle Graph Interest Network for Click-through Rate Prediction | Feb 6, 2022 | Click-Through Rate PredictionPrediction | CodeCode Available | 1 |
| Approximating Full Conformal Prediction at Scale via Influence Functions | Feb 2, 2022 | Conformal PredictionPrediction | CodeCode Available | 1 |
