| FasterViT: Fast Vision Transformers with Hierarchical Attention | Jun 9, 2023 | Image Classificationobject-detection | CodeCode Available | 2 |
| Fast Vision Transformers with HiLo Attention | May 26, 2022 | BenchmarkingEfficient ViTs | CodeCode Available | 2 |
| F2DNet: Fast Focal Detection Network for Pedestrian Detection | Mar 4, 2022 | object-detectionObject Detection | CodeCode Available | 2 |
| MatrixVT: Efficient Multi-Camera to BEV Transformation for 3D Perception | Nov 19, 2022 | Autonomous DrivingBird's-Eye View Semantic Segmentation | CodeCode Available | 2 |
| Exploring Plain Vision Transformer Backbones for Object Detection | Mar 30, 2022 | Cross-Domain Few-Shot Object DetectionInstance Segmentation | CodeCode Available | 2 |
| Feature Pyramid Networks for Object Detection | Dec 9, 2016 | GPUObject | CodeCode Available | 2 |
| FM-Fusion: Instance-aware Semantic Mapping Boosted by Vision-Language Foundation Models | Feb 7, 2024 | Instance SegmentationObject | CodeCode Available | 2 |
| Evaluating Large-Vocabulary Object Detectors: The Devil is in the Details | Feb 1, 2021 | Benchmarkingobject-detection | CodeCode Available | 2 |
| ESOD: Efficient Small Object Detection on High-Resolution Images | Jul 23, 2024 | GPUObject | CodeCode Available | 2 |
| Exploiting Unlabeled Data with Multiple Expert Teachers for Open Vocabulary Aerial Object Detection and Its Orientation Adaptation | Nov 4, 2024 | Earth ObservationObject | CodeCode Available | 2 |
| EPTQ: Enhanced Post-Training Quantization via Hessian-guided Network-wise Optimization | Sep 20, 2023 | Knowledge Distillationobject-detection | CodeCode Available | 2 |
| Equalized Focal Loss for Dense Long-Tailed Object Detection | Jan 7, 2022 | Long-tailed Object DetectionObject | CodeCode Available | 2 |
| Exploring Object-Centric Temporal Modeling for Efficient Multi-View 3D Object Detection | Mar 21, 2023 | 3D Multi-Object Tracking3D Object Detection | CodeCode Available | 2 |
| EMIFF: Enhanced Multi-scale Image Feature Fusion for Vehicle-Infrastructure Cooperative 3D Object Detection | Feb 23, 2024 | 3D Object DetectionAutonomous Driving | CodeCode Available | 2 |
| A Novel Unified Architecture for Low-Shot Counting by Detection and Segmentation | Sep 27, 2024 | Exemplar-Free CountingFew-shot Object Counting and Detection | CodeCode Available | 2 |
| EMOv2: Pushing 5M Vision Model Frontier | Dec 9, 2024 | Image Generationmodel | CodeCode Available | 2 |
| EGTR: Extracting Graph from Transformer for Scene Graph Generation | Apr 2, 2024 | Graph GenerationMulti-Task Learning | CodeCode Available | 2 |
| EFM3D: A Benchmark for Measuring Progress Towards 3D Egocentric Foundation Models | Jun 14, 2024 | 3D Object Detection3D Reconstruction | CodeCode Available | 2 |
| Enhance Then Search: An Augmentation-Search Strategy with Foundation Models for Cross-Domain Few-Shot Object Detection | Apr 6, 2025 | Cross-Domain Few-ShotCross-Domain Few-Shot Object Detection | CodeCode Available | 2 |
| Exploring Orthogonality in Open World Object Detection | Jan 1, 2024 | Incremental LearningObject | CodeCode Available | 2 |
| FocalFormer3D : Focusing on Hard Instance for 3D Object Detection | Aug 8, 2023 | 3D Object DetectionAutonomous Driving | CodeCode Available | 2 |
| Efficient Multi-Scale Attention Module with Cross-Spatial Learning | May 23, 2023 | Dimensionality Reductionimage-classification | CodeCode Available | 2 |
| E2E-MFD: Towards End-to-End Synchronous Multimodal Fusion Detection | Mar 14, 2024 | Autonomous DrivingObject | CodeCode Available | 2 |
| MobileOne: An Improved One millisecond Mobile Backbone | Jun 8, 2022 | Efficient Neural NetworkGaze Estimation | CodeCode Available | 2 |
| MogaNet: Multi-order Gated Aggregation Network | Nov 7, 2022 | 3D Human Pose EstimationImage Classification | CodeCode Available | 2 |
| Efficient Teacher: Semi-Supervised Object Detection for YOLOv5 | Feb 15, 2023 | Objectobject-detection | CodeCode Available | 2 |
| EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications | Jun 21, 2022 | Image ClassificationObject Detection | CodeCode Available | 2 |
| ParC-Net: Position Aware Circular Convolution with Merits from ConvNets and Transformer | Mar 8, 2022 | Image Classificationobject-detection | CodeCode Available | 2 |
| EA-LSS: Edge-aware Lift-splat-shot Framework for 3D BEV Object Detection | Mar 31, 2023 | 3D Object DetectionDepth Estimation | CodeCode Available | 2 |
| An Empirical Study of Remote Sensing Pretraining | Apr 6, 2022 | Aerial Scene ClassificationBuilding change detection for remote sensing images | CodeCode Available | 2 |
| ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks | Oct 8, 2019 | Dimensionality Reductionimage-classification | CodeCode Available | 2 |
| UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery | Sep 18, 2021 | Change DetectionDecoder | CodeCode Available | 2 |
| DQ-DETR: DETR with Dynamic Query for Tiny Object Detection | Apr 4, 2024 | Objectobject-detection | CodeCode Available | 2 |
| DPFT: Dual Perspective Fusion Transformer for Camera-Radar-based Object Detection | Apr 3, 2024 | Autonomous Vehiclesobject-detection | CodeCode Available | 2 |
| Drones Help Drones: A Collaborative Framework for Multi-Drone Object Trajectory Prediction and Beyond | May 23, 2024 | 3D Object Detectionobject-detection | CodeCode Available | 2 |
| 2nd Place Solution for Waymo Open Dataset Challenge -- Real-time 2D Object Detection | Jun 16, 2021 | 2D Object DetectionAutonomous Driving | CodeCode Available | 2 |
| DSVT: Dynamic Sparse Voxel Transformer with Rotated Sets | Jan 15, 2023 | 3D Object Detectionobject-detection | CodeCode Available | 2 |
| 2nd Place Solution for Waymo Open Dataset Challenge - Real-time 2D Object Detection | Jun 16, 2021 | 2D Object DetectionAutonomous Driving | CodeCode Available | 2 |
| Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression | Nov 19, 2019 | object-detectionObject Detection | CodeCode Available | 2 |
| DI-MaskDINO: A Joint Object Detection and Instance Segmentation Model | Oct 22, 2024 | DecoderInstance Segmentation | CodeCode Available | 2 |
| DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative Data | May 16, 2024 | Data AugmentationDiversity | CodeCode Available | 2 |
| Dynamic Graph Induced Contour-aware Heat Conduction Network for Event-based Object Detection | May 19, 2025 | Event-based visionObject | CodeCode Available | 2 |
| EFFOcc: A Minimal Baseline for EFficient Fusion-based 3D Occupancy Network | Jun 11, 2024 | 3D Object DetectionActive Learning | CodeCode Available | 2 |
| FocalFormer3D: Focusing on Hard Instance for 3D Object Detection | Jan 1, 2023 | 3D Object DetectionAutonomous Driving | CodeCode Available | 2 |
| DEYOLO: Dual-Feature-Enhancement YOLO for Cross-Modality Object Detection | Dec 6, 2024 | Objectobject-detection | CodeCode Available | 2 |
| DEYO: DETR with YOLO for End-to-End Object Detection | Feb 26, 2024 | DecoderGPU | CodeCode Available | 2 |
| DFormer: Rethinking RGBD Representation Learning for Semantic Segmentation | Sep 18, 2023 | 3D geometryDecoder | CodeCode Available | 2 |
| DetZero: Rethinking Offboard 3D Object Detection with Long-term Sequential Point Clouds | Jun 9, 2023 | 3D Multi-Object Tracking3D Object Detection | CodeCode Available | 2 |
| DEVIANT: Depth EquiVarIAnt NeTwork for Monocular 3D Object Detection | Jul 21, 2022 | 3D Object Detection3D Object Detection From Monocular Images | CodeCode Available | 2 |
| DiffBEV: Conditional Diffusion Model for Bird's Eye View Perception | Mar 15, 2023 | 3D Object DetectionAutonomous Driving | CodeCode Available | 2 |
