| Unsupervised Sampling Promoting for Stochastic Human Trajectory Prediction | Apr 9, 2023 | Bayesian OptimizationPrediction | CodeCode Available | 1 |
| MMVC: Learned Multi-Mode Video Compression with Block-based Prediction Mode Selection and Density-Adaptive Entropy Coding | Apr 5, 2023 | BenchmarkingMS-SSIM | CodeCode Available | 1 |
| EigenFold: Generative Protein Structure Prediction with Diffusion Models | Apr 5, 2023 | PredictionProtein Structure Prediction | CodeCode Available | 1 |
| The Effect of Counterfactuals on Reading Chest X-rays | Apr 2, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 1 |
| Dual Contrastive Prediction for Incomplete Multi-view Representation Learning | Apr 1, 2023 | Action RecognitionContrastive Learning | CodeCode Available | 1 |
| DPF: Learning Dense Prediction Fields with Weak Supervision | Mar 29, 2023 | Intrinsic Image DecompositionPrediction | CodeCode Available | 1 |
| FEND: A Future Enhanced Distribution-Aware Contrastive Learning Framework for Long-tail Trajectory Prediction | Mar 29, 2023 | Autonomous DrivingContrastive Learning | CodeCode Available | 1 |
| Uncovering the Missing Pattern: Unified Framework Towards Trajectory Imputation and Prediction | Mar 28, 2023 | Graph Neural NetworkImputation | CodeCode Available | 1 |
| Multimodal Manoeuvre and Trajectory Prediction for Automated Driving on Highways Using Transformer Networks | Mar 28, 2023 | Autonomous VehiclesPrediction | CodeCode Available | 1 |
| Seer: Language Instructed Video Prediction with Latent Diffusion Models | Mar 27, 2023 | DenoisingGPU | CodeCode Available | 1 |
| Gazeformer: Scalable, Effective and Fast Prediction of Goal-Directed Human Attention | Mar 27, 2023 | DecoderGaze Prediction | CodeCode Available | 1 |
| Link Prediction for Flow-Driven Spatial Networks | Mar 25, 2023 | Link PredictionPrediction | CodeCode Available | 1 |
| VL-SAT: Visual-Linguistic Semantics Assisted Training for 3D Semantic Scene Graph Prediction in Point Cloud | Mar 25, 2023 | 3D geometry3d scene graph generation | CodeCode Available | 1 |
| Ensemble-based Blackbox Attacks on Dense Prediction | Mar 25, 2023 | Objectobject-detection | CodeCode Available | 1 |
| Accelerating Vision-Language Pretraining with Free Language Modeling | Mar 24, 2023 | GPULanguage Modeling | CodeCode Available | 1 |
| Adaptive Conformal Prediction by Reweighting Nonconformity Score | Mar 22, 2023 | Conformal PredictionPrediction | CodeCode Available | 1 |
| Conformal Prediction for Time Series with Modern Hopfield Networks | Mar 22, 2023 | Conformal PredictionPrediction | CodeCode Available | 1 |
| MAGVLT: Masked Generative Vision-and-Language Transformer | Mar 21, 2023 | Image CaptioningImage Generation | CodeCode Available | 1 |
| IMF: Interactive Multimodal Fusion Model for Link Prediction | Mar 20, 2023 | Contrastive LearningKnowledge Graphs | CodeCode Available | 1 |
| EqMotion: Equivariant Multi-agent Motion Prediction with Invariant Interaction Reasoning | Mar 20, 2023 | Human Pose Forecastingmotion prediction | CodeCode Available | 1 |
| Data-Centric Learning from Unlabeled Graphs with Diffusion Model | Mar 17, 2023 | DenoisingGraph Property Prediction | CodeCode Available | 1 |
| Exploring Sparse Visual Prompt for Domain Adaptive Dense Prediction | Mar 17, 2023 | Depth EstimationDomain Adaptation | CodeCode Available | 1 |
| Implicit Stacked Autoregressive Model for Video Prediction | Mar 14, 2023 | modelPrediction | CodeCode Available | 1 |
| Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language | Mar 6, 2023 | Activity PredictionAttribute | CodeCode Available | 1 |
| SUREL+: Moving from Walks to Sets for Scalable Subgraph-based Graph Representation Learning | Mar 6, 2023 | Graph Representation LearningPrediction | CodeCode Available | 1 |
| Rethinking Confidence Calibration for Failure Prediction | Mar 6, 2023 | Prediction | CodeCode Available | 1 |
| A Multifactor Analysis Model for Stock Market Prediction | Mar 5, 2023 | modelPrediction | CodeCode Available | 1 |
| Cryptocurrency Price Prediction using Twitter Sentiment Analysis | Mar 3, 2023 | PredictionSentiment Analysis | CodeCode Available | 1 |
| GETNext: Trajectory Flow Map Enhanced Transformer for Next POI Recommendation | Mar 3, 2023 | Prediction | CodeCode Available | 1 |
| 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 |
| Single-Cell Multimodal Prediction via Transformers | Mar 1, 2023 | Prediction | CodeCode Available | 1 |
| PS4: a Next-Generation Dataset for Protein Single Sequence Secondary Structure Prediction | Mar 1, 2023 | PredictionProtein Folding | CodeCode Available | 1 |
| Adaptive Hybrid Spatial-Temporal Graph Neural Network for Cellular Traffic Prediction | Feb 28, 2023 | Graph LearningGraph Neural Network | CodeCode Available | 1 |
| Stock Broad-Index Trend Patterns Learning via Domain Knowledge Informed Generative Network | Feb 27, 2023 | PredictionStock Market Prediction | CodeCode Available | 1 |
| Dirichlet-based Uncertainty Calibration for Active Domain Adaptation | Feb 27, 2023 | Active LearningDomain Adaptation | CodeCode Available | 1 |
| Learning Topology-Specific Experts for Molecular Property Prediction | Feb 27, 2023 | Molecular Property PredictionPrediction | CodeCode Available | 1 |
| LAformer: Trajectory Prediction for Autonomous Driving with Lane-Aware Scene Constraints | Feb 27, 2023 | Autonomous DrivingDecoder | CodeCode Available | 1 |
| Knowledge-infused Contrastive Learning for Urban Imagery-based Socioeconomic Prediction | Feb 25, 2023 | Contrastive LearningPrediction | CodeCode Available | 1 |
| Retrieved Sequence Augmentation for Protein Representation Learning | Feb 24, 2023 | PredictionProperty Prediction | CodeCode Available | 1 |
| Machine Learning based prediction of Glucose Levels in Type 1 Diabetes Patients with the use of Continuous Glucose Monitoring Data | Feb 24, 2023 | ManagementPrediction | CodeCode Available | 1 |
| Semantic-Fused Multi-Granularity Cross-City Traffic Prediction | Feb 23, 2023 | Graph structure learningManagement | CodeCode Available | 1 |
| Improving Adaptive Conformal Prediction Using Self-Supervised Learning | Feb 23, 2023 | Conformal PredictionPrediction | CodeCode Available | 1 |
| Object-Centric Video Prediction via Decoupling of Object Dynamics and Interactions | Feb 23, 2023 | ObjectPrediction | CodeCode Available | 1 |
| Context-Aware Timewise VAEs for Real-Time Vehicle Trajectory Prediction | Feb 21, 2023 | Autonomous DrivingPrediction | CodeCode Available | 1 |
| Link Prediction on Latent Heterogeneous Graphs | Feb 21, 2023 | Link PredictionPrediction | CodeCode Available | 1 |
| Activity Cliff Prediction: Dataset and Benchmark | Feb 15, 2023 | Drug DiscoveryPrediction | CodeCode Available | 1 |
| Improved Online Conformal Prediction via Strongly Adaptive Online Learning | Feb 15, 2023 | Conformal Predictionimage-classification | CodeCode Available | 1 |
| Exploring Navigation Maps for Learning-Based Motion Prediction | Feb 13, 2023 | Autonomous DrivingKnowledge Distillation | CodeCode Available | 1 |
| One-Shot Federated Conformal Prediction | Feb 13, 2023 | Conformal PredictionFederated Learning | CodeCode Available | 1 |
| Analyzing the Effectiveness of the Underlying Reasoning Tasks in Multi-hop Question Answering | Feb 12, 2023 | Multi-hop Question AnsweringOpen-Ended Question Answering | CodeCode Available | 1 |
