| Diffusion Forcing: Next-token Prediction Meets Full-Sequence Diffusion | Jul 1, 2024 | Decision MakingPrediction | CodeCode Available | 9 |
| EAGLE-3: Scaling up Inference Acceleration of Large Language Models via Training-Time Test | Mar 3, 2025 | Prediction | CodeCode Available | 7 |
| GenAD: Generalized Predictive Model for Autonomous Driving | Mar 14, 2024 | Autonomous Drivingmodel | CodeCode Available | 7 |
| Revisiting Feature Prediction for Learning Visual Representations from Video | Feb 15, 2024 | Prediction | CodeCode Available | 7 |
| Towards Robust Blind Face Restoration with Codebook Lookup Transformer | Jun 22, 2022 | Blind Face RestorationPrediction | CodeCode Available | 6 |
| Trajectory Prediction Meets Large Language Models: A Survey | Jun 3, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 5 |
| FeatUp: A Model-Agnostic Framework for Features at Any Resolution | Mar 15, 2024 | Depth EstimationDepth Prediction | CodeCode Available | 5 |
| RSAR: Restricted State Angle Resolver and Rotated SAR Benchmark | Jan 8, 2025 | object-detectionObject Detection | CodeCode Available | 4 |
| Autoregressive Video Generation without Vector Quantization | Dec 18, 2024 | Image GenerationPrediction | CodeCode Available | 4 |
| Evaluating Deep Regression Models for WSI-Based Gene-Expression Prediction | Oct 1, 2024 | Predictionregression | CodeCode Available | 4 |
| Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction | Sep 26, 2024 | 3D ReconstructionDenoising | CodeCode Available | 4 |
| UltimateDO: An Efficient Framework to Marry Occupancy Prediction with 3D Object Detection via Channel2height | Sep 17, 2024 | 3D Object DetectionAutonomous Driving | CodeCode Available | 4 |
| CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution | Jan 5, 2024 | HumanEvalPrediction | CodeCode Available | 4 |
| EfficientViT: Multi-Scale Linear Attention for High-Resolution Dense Prediction | May 29, 2022 | Autonomous DrivingCPU | CodeCode Available | 4 |
| Stock Price Prediction via Discovering Multi-Frequency Trading Patterns | Aug 13, 2017 | PredictionStock Price Prediction | CodeCode Available | 4 |
| Frequency Dynamic Convolution for Dense Image Prediction | Mar 24, 2025 | object-detectionObject Detection | CodeCode Available | 3 |
| Multi-Modality Representation Learning for Antibody-Antigen Interactions Prediction | Mar 22, 2025 | Graph AttentionPrediction | CodeCode Available | 3 |
| Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Survey | Dec 16, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 3 |
| C-Adapter: Adapting Deep Classifiers for Efficient Conformal Prediction Sets | Oct 12, 2024 | Conformal PredictionPrediction | CodeCode Available | 3 |
| Emu3: Next-Token Prediction is All You Need | Sep 27, 2024 | All | CodeCode Available | 3 |
| Frequency-aware Feature Fusion for Dense Image Prediction | Aug 23, 2024 | Prediction | CodeCode Available | 3 |
| LLM4CP: Adapting Large Language Models for Channel Prediction | Jun 20, 2024 | PredictionTime Series Analysis | CodeCode Available | 3 |
| A Note on the Prediction-Powered Bootstrap | May 28, 2024 | Prediction | CodeCode Available | 3 |
| Vision-based 3D occupancy prediction in autonomous driving: a review and outlook | May 4, 2024 | Autonomous DrivingPrediction | CodeCode Available | 3 |
| HPNet: Dynamic Trajectory Forecasting with Historical Prediction Attention | Apr 9, 2024 | Autonomous DrivingPrediction | CodeCode Available | 3 |
| RS-Mamba for Large Remote Sensing Image Dense Prediction | Apr 3, 2024 | Building change detection for remote sensing imagesChange Detection | CodeCode Available | 3 |
| Multiple Object Tracking as ID Prediction | Mar 25, 2024 | Multi-Object TrackingMultiple Object Tracking | CodeCode Available | 3 |
| Producing and Leveraging Online Map Uncertainty in Trajectory Prediction | Mar 25, 2024 | Autonomous DrivingPrediction | CodeCode Available | 3 |
| UniTraj: A Unified Framework for Scalable Vehicle Trajectory Prediction | Mar 22, 2024 | DiversityPrediction | CodeCode Available | 3 |
| ViT-CoMer: Vision Transformer with Convolutional Multi-scale Feature Interaction for Dense Predictions | Mar 13, 2024 | Instance SegmentationObject Detection | CodeCode Available | 3 |
| ViT-CoMer: Vision Transformer with Convolutional Multi-scale Feature Interaction for Dense Predictions | Mar 12, 2024 | Prediction | CodeCode Available | 3 |
| MAPE-PPI: Towards Effective and Efficient Protein-Protein Interaction Prediction via Microenvironment-Aware Protein Embedding | Feb 22, 2024 | Computational EfficiencyPrediction | CodeCode Available | 3 |
| TorchCP: A Python Library for Conformal Prediction | Feb 20, 2024 | Conformal PredictionDeep Learning | CodeCode Available | 3 |
| UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction | Feb 19, 2024 | Decision MakingManagement | CodeCode Available | 3 |
| Does confidence calibration improve conformal prediction? | Feb 6, 2024 | Conformal PredictionPrediction | CodeCode Available | 3 |
| CRITERIA: a New Benchmarking Paradigm for Evaluating Trajectory Prediction Models for Autonomous Driving | Oct 11, 2023 | Autonomous DrivingBenchmarking | CodeCode Available | 3 |
| Unified Data Management and Comprehensive Performance Evaluation for Urban Spatial-Temporal Prediction [Experiment, Analysis & Benchmark] | Aug 24, 2023 | ManagementPrediction | CodeCode Available | 3 |
| LibCity: A Unified Library Towards Efficient and Comprehensive Urban Spatial-Temporal Prediction | Apr 27, 2023 | Prediction | CodeCode Available | 3 |
| SurroundOcc: Multi-Camera 3D Occupancy Prediction for Autonomous Driving | Mar 16, 2023 | 3D Object DetectionAutonomous Driving | CodeCode Available | 3 |
| Highly Accurate Quantum Chemical Property Prediction with Uni-Mol+ | Mar 16, 2023 | BenchmarkingGraph Regression | CodeCode Available | 3 |
| Vision Transformers: From Semantic Segmentation to Dense Prediction | Jul 19, 2022 | image-classificationImage Classification | CodeCode Available | 3 |
| Highly accurate protein structure prediction with AlphaFold | Jul 15, 2021 | PredictionProtein Folding | CodeCode Available | 3 |
| Vision Transformers for Dense Prediction | Mar 24, 2021 | DecoderDepth Estimation | CodeCode Available | 3 |
| Travel Time Prediction using Tree-Based Ensembles | May 28, 2020 | Prediction | CodeCode Available | 3 |
| Mesh R-CNN | Jun 6, 2019 | 3D Shape ModelingPrediction | CodeCode Available | 3 |
| Descriptor-based Foundation Models for Molecular Property Prediction | Jun 18, 2025 | Molecular Property PredictionPrediction | CodeCode Available | 2 |
| QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction | Jun 12, 2025 | 3D Semantic Occupancy PredictionAutonomous Driving | CodeCode Available | 2 |
| DeCLIP: Decoupled Learning for Open-Vocabulary Dense Perception | May 7, 2025 | object-detectionObject Detection | CodeCode Available | 2 |
| A Unified Image-Dense Annotation Generation Model for Underwater Scenes | Mar 27, 2025 | Depth EstimationPrediction | CodeCode Available | 2 |
| Physical Plausibility-aware Trajectory Prediction via Locomotion Embodiment | Mar 21, 2025 | PredictionTrajectory Prediction | CodeCode Available | 2 |
