| AdaMSS: Adaptive Multi-Modality Segmentation-to-Survival Learning for Survival Outcome Prediction from PET/CT Images | May 17, 2023 | Multi-Task LearningPrediction | CodeCode Available | 1 | 5 |
| A Scalable and Generalizable Pathloss Map Prediction | Dec 6, 2023 | PredictionTransfer Learning | CodeCode Available | 1 | 5 |
| Attention Augmented ConvLSTM for Environment Prediction | Oct 19, 2020 | Prediction | CodeCode Available | 1 | 5 |
| Artificial Intelligence for EEG Prediction: Applied Chaos Theory | Oct 3, 2023 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 | 5 |
| A Two-Stage Method for Chinese AMR Parsing | Sep 29, 2022 | AMR ParsingPrediction | CodeCode Available | 1 | 5 |
| Deep Stock Predictions | Jun 8, 2020 | Portfolio OptimizationPrediction | CodeCode Available | 1 | 5 |
| AETTA: Label-Free Accuracy Estimation for Test-Time Adaptation | Apr 1, 2024 | PredictionTest-time Adaptation | CodeCode Available | 1 | 5 |
| Deep Structured Prediction for Facial Landmark Detection | Oct 18, 2020 | Face AlignmentFacial Landmark Detection | CodeCode Available | 1 | 5 |
| State-of-the-Art Augmented NLP Transformer models for direct and single-step retrosynthesis | Mar 5, 2020 | Data AugmentationMemorization | CodeCode Available | 1 | 5 |
| Demystifying Causal Features on Adversarial Examples and Causal Inoculation for Robust Network by Adversarial Instrumental Variable Regression | Mar 2, 2023 | Adversarial RobustnessPrediction | CodeCode Available | 1 | 5 |
| Augmenting Legal Judgment Prediction with Contrastive Case Relations | Oct 1, 2022 | DecoderPrediction | CodeCode Available | 1 | 5 |
| Augmenting Lane Perception and Topology Understanding with Standard Definition Navigation Maps | Nov 7, 2023 | Autonomous DrivingLane Detection | CodeCode Available | 1 | 5 |
| Data-Driven Sample Average Approximation with Covariate Information | Jul 27, 2022 | Decision MakingPrediction | CodeCode Available | 1 | 5 |
| Data Augmentation via Latent Diffusion for Saliency Prediction | Sep 11, 2024 | Data AugmentationDiversity | CodeCode Available | 1 | 5 |
| UniFlow: A Foundation Model for Unified Urban Spatio-Temporal Flow Prediction | Nov 20, 2024 | PredictionRetrieval | CodeCode Available | 1 | 5 |
| Dependency Parsing as MRC-based Span-Span Prediction | May 17, 2021 | Dependency ParsingMachine Reading Comprehension | CodeCode Available | 1 | 5 |
| AsEP: Benchmarking Deep Learning Methods for Antibody-specific Epitope Prediction | Jul 25, 2024 | BenchmarkingDeep Learning | CodeCode Available | 1 | 5 |
| Automated 3D Pre-Training for Molecular Property Prediction | Jun 13, 2023 | Drug DiscoveryGraph Learning | CodeCode Available | 1 | 5 |
| Automated Concatenation of Embeddings for Structured Prediction | Oct 10, 2020 | Aspect ExtractionChunking | CodeCode Available | 1 | 5 |
| DEUP: Direct Epistemic Uncertainty Prediction | Feb 16, 2021 | Active Learningimage-classification | CodeCode Available | 1 | 5 |
| Data-Centric Learning from Unlabeled Graphs with Diffusion Model | Mar 17, 2023 | DenoisingGraph Property Prediction | CodeCode Available | 1 | 5 |
| CycleMLP: A MLP-like Architecture for Dense Prediction | Jul 21, 2021 | Image ClassificationInstance Segmentation | CodeCode Available | 1 | 5 |
| Autoregressive Structured Prediction with Language Models | Oct 26, 2022 | Coreference ResolutionNamed Entity Recognition | CodeCode Available | 1 | 5 |
| Cyclical Self-Supervision for Semi-Supervised Ejection Fraction Prediction from Echocardiogram Videos | Oct 20, 2022 | LV SegmentationPrediction | CodeCode Available | 1 | 5 |
| ViNet: Pushing the limits of Visual Modality for Audio-Visual Saliency Prediction | Dec 11, 2020 | Action RecognitionDecoder | CodeCode Available | 1 | 5 |
| A voxel-level approach to brain age prediction: A method to assess regional brain aging | Oct 17, 2023 | Prediction | CodeCode Available | 1 | 5 |
| Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction | Aug 18, 2023 | Predictionregression | CodeCode Available | 1 | 5 |
| Dimensionality reduction to maximize prediction generalization capability | Mar 1, 2020 | Dimensionality ReductionPrediction | CodeCode Available | 1 | 5 |
| Batch Multivalid Conformal Prediction | Sep 30, 2022 | Conformal PredictionPrediction | CodeCode Available | 1 | 5 |
| A general framework for multi-step ahead adaptive conformal heteroscedastic time series forecasting | Jul 28, 2022 | Conformal PredictionDecision Making | CodeCode Available | 1 | 5 |
| Bayesian Optimization with Conformal Prediction Sets | Oct 22, 2022 | Active LearningBayesian Optimization | CodeCode Available | 1 | 5 |
| Discrete Semantic Tokenization for Deep CTR Prediction | Mar 13, 2024 | Click-Through Rate PredictionNews Recommendation | CodeCode Available | 1 | 5 |
| Curiosity-driven Exploration by Self-supervised Prediction | May 15, 2017 | PredictionUnsupervised Reinforcement Learning | CodeCode Available | 1 | 5 |
| Benchmarking Graph Neural Networks on Dynamic Link Prediction | Sep 29, 2021 | BenchmarkingDynamic Link Prediction | CodeCode Available | 1 | 5 |
| Action Conditioned Tactile Prediction: case study on slip prediction | May 19, 2022 | PredictionRobotic Grasping | CodeCode Available | 1 | 5 |
| A Generative Approach for Script Event Prediction via Contrastive Fine-tuning | Dec 7, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| BiTraP: Bi-directional Pedestrian Trajectory Prediction with Multi-modal Goal Estimation | Jul 29, 2020 | Autonomous DrivingCollision Avoidance | CodeCode Available | 1 | 5 |
| A generic diffusion-based approach for 3D human pose prediction in the wild | Oct 11, 2022 | DenoisingHuman Pose Forecasting | CodeCode Available | 1 | 5 |
| Better & Faster Large Language Models via Multi-token Prediction | Apr 30, 2024 | HumanEvalmbpp | CodeCode Available | 1 | 5 |
| D2-TPred: Discontinuous Dependency for Trajectory Prediction under Traffic Lights | Jul 21, 2022 | PredictionTrajectory Prediction | CodeCode Available | 1 | 5 |
| Decision Trees for Decision-Making under the Predict-then-Optimize Framework | Feb 29, 2020 | Decision MakingParameter Prediction | CodeCode Available | 1 | 5 |
| Adversarial Attack and Defense of Structured Prediction Models | Oct 4, 2020 | Adversarial AttackDependency Parsing | CodeCode Available | 1 | 5 |
| Are socially-aware trajectory prediction models really socially-aware? | Aug 24, 2021 | Adversarial RobustnessAutonomous Navigation | CodeCode Available | 1 | 5 |
| DLow: Diversifying Latent Flows for Diverse Human Motion Prediction | Mar 18, 2020 | DiversityHuman motion prediction | CodeCode Available | 1 | 5 |
| Beyond Clicks: Modeling Multi-Relational Item Graph for Session-Based Target Behavior Prediction | Feb 19, 2020 | Graph Neural NetworkPrediction | CodeCode Available | 1 | 5 |
| A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Learning | Jun 9, 2022 | Model-based Reinforcement LearningPrediction | CodeCode Available | 1 | 5 |
| DoorINet: Door Heading Prediction through Inertial Deep Learning | Jan 24, 2024 | Deep LearningPrediction | CodeCode Available | 1 | 5 |
| Beyond Image to Depth: Improving Depth Prediction using Echoes | Mar 15, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 1 | 5 |
| Conformal Trajectory Prediction with Multi-View Data Integration in Cooperative Driving | Aug 1, 2024 | Conformal PredictionData Integration | CodeCode Available | 1 | 5 |
| Advection Augmented Convolutional Neural Networks | Jun 27, 2024 | PredictionVideo Prediction | CodeCode Available | 1 | 5 |
