| Dense Contrastive Learning for Self-Supervised Visual Pre-Training | Nov 18, 2020 | Contrastive Learningimage-classification | CodeCode Available | 1 | 5 |
| Class Incremental Learning via Likelihood Ratio Based Task Prediction | Sep 26, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration | Feb 8, 2021 | Length-of-Stay predictionMedical Diagnosis | CodeCode Available | 1 | 5 |
| A Large Scale Benchmark for Individual Treatment Effect Prediction and Uplift Modeling | Nov 19, 2021 | Causal InferencePrediction | CodeCode Available | 1 | 5 |
| Delving Deep into Engagement Prediction of Short Videos | Sep 30, 2024 | PredictionRecommendation Systems | CodeCode Available | 1 | 5 |
| Advection Augmented Convolutional Neural Networks | Jun 27, 2024 | PredictionVideo Prediction | 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 |
| Forecast-PEFT: Parameter-Efficient Fine-Tuning for Pre-trained Motion Forecasting Models | Jul 28, 2024 | Motion Forecastingmotion prediction | CodeCode Available | 1 | 5 |
| DenseTNT: End-to-end Trajectory Prediction from Dense Goal Sets | Aug 22, 2021 | Autonomous DrivingMotion Forecasting | CodeCode Available | 1 | 5 |
| FreqMoE: Enhancing Time Series Forecasting through Frequency Decomposition Mixture of Experts | Jan 25, 2025 | Mixture-of-ExpertsPrediction | CodeCode Available | 1 | 5 |
| A Surrogate Objective Framework for Prediction+Optimization with Soft Constraints | Nov 22, 2021 | Portfolio OptimizationPrediction | CodeCode Available | 1 | 5 |
| Algorithm and System Co-design for Efficient Subgraph-based Graph Representation Learning | Feb 28, 2022 | Graph Representation LearningPrediction | CodeCode Available | 1 | 5 |
| Deformable Linear Object Prediction Using Locally Linear Latent Dynamics | Mar 26, 2021 | ObjectPrediction | CodeCode Available | 1 | 5 |
| Collaborative Motion Prediction via Neural Motion Message Passing | Mar 14, 2020 | Autonomous Vehiclesmotion prediction | CodeCode Available | 1 | 5 |
| Co-evolution Transformer for Protein Contact Prediction | Dec 1, 2021 | Prediction | CodeCode Available | 1 | 5 |
| Cognitive Accident Prediction in Driving Scenes: A Multimodality Benchmark | Dec 19, 2022 | Decision MakingPrediction | CodeCode Available | 1 | 5 |
| Accurate Grid Keypoint Learning for Efficient Video Prediction | Jul 28, 2021 | PredictionVideo Prediction | CodeCode Available | 1 | 5 |
| Future Frame Prediction for Anomaly Detection -- A New Baseline | Dec 28, 2017 | Anomaly DetectionOptical Flow Estimation | CodeCode Available | 1 | 5 |
| Adaptive Hybrid Spatial-Temporal Graph Neural Network for Cellular Traffic Prediction | Feb 28, 2023 | Graph LearningGraph Neural Network | CodeCode Available | 1 | 5 |
| Combating Bilateral Edge Noise for Robust Link Prediction | Nov 2, 2023 | DenoisingLink Prediction | CodeCode Available | 1 | 5 |
| Advancing Semantic Future Prediction through Multimodal Visual Sequence Transformers | Jan 14, 2025 | Future predictionPrediction | CodeCode Available | 1 | 5 |
| Comparing Correspondences: Video Prediction with Correspondence-wise Losses | Apr 19, 2021 | Optical Flow EstimationPrediction | CodeCode Available | 1 | 5 |
| Aligned Contrastive Predictive Coding | Apr 24, 2021 | Prediction | CodeCode Available | 1 | 5 |
| Can Large Language Models Understand Molecules? | Jan 5, 2024 | Drug DiscoveryLanguage Modelling | CodeCode Available | 1 | 5 |
| COMPLETER: Incomplete Multi-view Clustering via Contrastive Prediction | Mar 22, 2021 | ClusteringContrastive Learning | CodeCode Available | 1 | 5 |
| GaTector: A Unified Framework for Gaze Object Prediction | Dec 7, 2021 | Gaze EstimationGaze Prediction | CodeCode Available | 1 | 5 |
| Automated Concatenation of Embeddings for Structured Prediction | Oct 10, 2020 | Aspect ExtractionChunking | CodeCode Available | 1 | 5 |
| Compositionally Generalizable 3D Structure Prediction | Dec 4, 2020 | 3D Shape ReconstructionObject | CodeCode Available | 1 | 5 |
| DeltaDock: A Unified Framework for Accurate, Efficient, and Physically Reliable Molecular Docking | Oct 15, 2024 | Blind DockingDrug Design | CodeCode Available | 1 | 5 |
| DenseTNT: Waymo Open Dataset Motion Prediction Challenge 1st Place Solution | Jun 27, 2021 | Autonomous Drivingmotion prediction | CodeCode Available | 1 | 5 |
| ALOcc: Adaptive Lifting-based 3D Semantic Occupancy and Cost Volume-based Flow Prediction | Nov 12, 2024 | 3D Semantic Occupancy PredictionAutonomous Driving | CodeCode Available | 1 | 5 |
| Generalization Ability of MOS Prediction Networks | Oct 6, 2021 | Prediction | CodeCode Available | 1 | 5 |
| Accurate Protein Structure Prediction by Embeddings and Deep Learning Representations | Nov 9, 2019 | Deep LearningDrug Design | CodeCode Available | 1 | 5 |
| Conditional Unscented Autoencoders for Trajectory Prediction | Oct 30, 2023 | PredictionTrajectory Prediction | CodeCode Available | 1 | 5 |
| Confidence-Aware Learning for Camouflaged Object Detection | Jun 22, 2021 | Objectobject-detection | CodeCode Available | 1 | 5 |
| Anytime Dense Prediction with Confidence Adaptivity | Apr 1, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Conformal Prediction using Conditional Histograms | May 18, 2021 | BIG-bench Machine LearningConformal Prediction | CodeCode Available | 1 | 5 |
| Generative Graph Neural Networks for Link Prediction | Dec 31, 2022 | Link PredictionPrediction | CodeCode Available | 1 | 5 |
| Generative Imputation and Stochastic Prediction | May 22, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Generative Model-Enhanced Human Motion Prediction | Oct 5, 2020 | Human motion predictionmodel | CodeCode Available | 1 | 5 |
| LPFormer: An Adaptive Graph Transformer for Link Prediction | Oct 17, 2023 | Inductive BiasLink Prediction | CodeCode Available | 1 | 5 |
| Genotype-Guided Radiomics Signatures for Recurrence Prediction of Non-Small-Cell Lung Cancer | Apr 29, 2021 | Prediction | CodeCode Available | 1 | 5 |
| Conformal Language Modeling | Jun 16, 2023 | Conformal PredictionLanguage Modeling | CodeCode Available | 1 | 5 |
| Conformal Load Prediction with Transductive Graph Autoencoders | Jun 12, 2024 | Conformal PredictionGraph Neural Network | CodeCode Available | 1 | 5 |
| DiffBatt: A Diffusion Model for Battery Degradation Prediction and Synthesis | Oct 31, 2024 | Battery cycle life predictionData Augmentation | CodeCode Available | 1 | 5 |
| Conformal PID Control for Time Series Prediction | Jul 31, 2023 | Conformal PredictionPrediction | CodeCode Available | 1 | 5 |
| Generative Temporal Difference Learning for Infinite-Horizon Prediction | Oct 27, 2020 | Generative Adversarial NetworkPrediction | CodeCode Available | 1 | 5 |
| Goal-driven Self-Attentive Recurrent Networks for Trajectory Prediction | Apr 25, 2022 | Autonomous VehiclesPrediction | CodeCode Available | 1 | 5 |
| Conformal prediction for multi-dimensional time series by ellipsoidal sets | Mar 6, 2024 | Conformal PredictionPrediction | CodeCode Available | 1 | 5 |
| Efficient Traffic Prediction Through Spatio-Temporal Distillation | Jan 15, 2025 | Knowledge DistillationPrediction | CodeCode Available | 1 | 5 |
