| PP-YOLOE: An evolved version of YOLO | Mar 30, 2022 | 2D Object DetectionDense Object Detection | CodeCode Available | 4 | 5 |
| Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection | Jun 8, 2020 | Dense Object DetectionGeneral Classification | CodeCode Available | 3 | 5 |
| Salience DETR: Enhancing Detection Transformer with Hierarchical Salience Filtering Refinement | Mar 24, 2024 | 2D Object DetectionComputational Efficiency | CodeCode Available | 3 | 5 |
| Focal Loss for Dense Object Detection | Aug 7, 2017 | 2D Object DetectionDense Object Detection | CodeCode Available | 2 | 5 |
| Revisiting AP Loss for Dense Object Detection: Adaptive Ranking Pair Selection | Jul 25, 2022 | Dense Object Detectionobject-detection | CodeCode Available | 1 | 5 |
| CrossKD: Cross-Head Knowledge Distillation for Object Detection | Jun 20, 2023 | Dense Object DetectionKnowledge Distillation | CodeCode Available | 1 | 5 |
| A Solution to Product detection in Densely Packed Scenes | Jul 23, 2020 | Dense Object Detection | CodeCode Available | 1 | 5 |
| SRPN: similarity-based region proposal networks for nuclei and cells detection in histology images | Jun 25, 2021 | Cell DetectionDense Object Detection | CodeCode Available | 1 | 5 |
| AutoAssign: Differentiable Label Assignment for Dense Object Detection | Jul 7, 2020 | Dense Object DetectionObject | CodeCode Available | 1 | 5 |
| BorderDet: Border Feature for Dense Object Detection | Jul 21, 2020 | Dense Object DetectionObject | CodeCode Available | 1 | 5 |
| Localization Distillation for Dense Object Detection | Feb 24, 2021 | Dense Object DetectionKnowledge Distillation | CodeCode Available | 1 | 5 |
| Bridging Cross-task Protocol Inconsistency for Distillation in Dense Object Detection | Aug 28, 2023 | Binary ClassificationClassification | CodeCode Available | 1 | 5 |
| Precise Detection in Densely Packed Scenes | Apr 1, 2019 | Dense Object DetectionObject | CodeCode Available | 1 | 5 |
| Prediction-Guided Distillation for Dense Object Detection | Mar 10, 2022 | Dense Object DetectionKnowledge Distillation | CodeCode Available | 1 | 5 |
| Robust and Efficient Post-Processing for Video Object Detection (REPP) | Oct 1, 2020 | Autonomous DrivingDense Object Detection | CodeCode Available | 1 | 5 |
| Sparse Generation: Making Pseudo Labels Sparse for Point Weakly Supervised Object Detection on Low Data Volume | Mar 28, 2024 | Dense Object Detectionobject-detection | CodeCode Available | 0 | 5 |
| Ambiguity-Resistant Semi-Supervised Learning for Dense Object Detection | Mar 27, 2023 | Dense Object DetectionObject | CodeCode Available | 0 | 5 |
| Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection | Nov 25, 2020 | Dense Object Detectionobject-detection | CodeCode Available | 0 | 5 |
| Mixture Dense Regression for Object Detection and Human Pose Estimation | Dec 2, 2019 | Dense Object DetectionObject | CodeCode Available | 0 | 5 |
| Benchmark for Generic Product Detection: A Low Data Baseline for Dense Object Detection | Dec 19, 2019 | Data AugmentationDense Object Detection | CodeCode Available | 0 | 5 |
| Rethinking the Misalignment Problem in Dense Object Detection | Aug 27, 2021 | Dense Object DetectionObject | CodeCode Available | 0 | 5 |
| Soft Anchor-Point Object Detection | Nov 27, 2019 | Dense Object Detectionfeature selection | CodeCode Available | 0 | 5 |
| VoxDet: Rethinking 3D Semantic Occupancy Prediction as Dense Object Detection | Jun 5, 2025 | 3D geometry3D Semantic Occupancy Prediction | —Unverified | 0 | 0 |
| Dense Object Detection Based on De-homogenized Queries | Feb 11, 2025 | Dense Object DetectionObject | —Unverified | 0 | 0 |
| Hybrid Classification-Regression Adaptive Loss for Dense Object Detection | Aug 30, 2024 | ClassificationDense Object Detection | —Unverified | 0 | 0 |
| LapNet : Automatic Balanced Loss and Optimal Assignment for Real-Time Dense Object Detection | Nov 4, 2019 | Dense Object DetectionObject | —Unverified | 0 | 0 |
| Learning Gaussian Maps for Dense Object Detection | Apr 24, 2020 | DecoderDense Object Detection | —Unverified | 0 | 0 |
| Mutual Supervision for Dense Object Detection | Sep 13, 2021 | ClassificationDense Object Detection | —Unverified | 0 | 0 |
| Semi-supervised Learning for Dense Object Detection in Retail Scenes | Jul 5, 2021 | Dense Object DetectionObject | —Unverified | 0 | 0 |
| Skin Cancer Detection and Tracking using Data Synthesis and Deep Learning | Dec 4, 2016 | Dense Object Detectionobject-detection | —Unverified | 0 | 0 |
| Transferring dense object detection models to event-based data | Oct 5, 2022 | Dense Object DetectionObject | —Unverified | 0 | 0 |
| Unitail: Detecting, Reading, and Matching in Retail Scene | Apr 1, 2022 | BenchmarkingDense Object Detection | —Unverified | 0 | 0 |
