| Group Fisher Pruning for Practical Network Compression | Aug 2, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Phantom Sponges: Exploiting Non-Maximum Suppression to Attack Deep Object Detectors | May 26, 2022 | Autonomous DrivingObject | CodeCode Available | 1 | 5 |
| DenoiseRep: Denoising Model for Representation Learning | Jun 13, 2024 | DenoisingFine-Grained Image Classification | CodeCode Available | 1 | 5 |
| AdaPool: Exponential Adaptive Pooling for Information-Retaining Downsampling | Nov 1, 2021 | Benchmarkingobject-detection | CodeCode Available | 1 | 5 |
| Dense Attention Fluid Network for Salient Object Detection in Optical Remote Sensing Images | Nov 26, 2020 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| DETR3D: 3D Object Detection from Multi-view Images via 3D-to-2D Queries | Oct 13, 2021 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 | 5 |
| NomMer: Nominate Synergistic Context in Vision Transformer for Visual Recognition | Nov 25, 2021 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| DenseCLIP: Language-Guided Dense Prediction with Context-Aware Prompting | Dec 2, 2021 | Image-text matchingInstance Segmentation | CodeCode Available | 1 | 5 |
| Dense Contrastive Learning for Self-Supervised Visual Pre-Training | Nov 18, 2020 | Contrastive Learningimage-classification | CodeCode Available | 1 | 5 |
| DetMatch: Two Teachers are Better Than One for Joint 2D and 3D Semi-Supervised Object Detection | Mar 17, 2022 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| Adapted Center and Scale Prediction: More Stable and More Accurate | Feb 20, 2020 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| Dense Learning based Semi-Supervised Object Detection | Apr 15, 2022 | Objectobject-detection | CodeCode Available | 1 | 5 |
| GUI Element Detection Using SOTA YOLO Deep Learning Models | Aug 7, 2024 | 2D Object DetectionCode Generation | CodeCode Available | 1 | 5 |
| Densely Constrained Depth Estimator for Monocular 3D Object Detection | Jul 20, 2022 | 3D Object DetectionDepth Estimation | CodeCode Available | 1 | 5 |
| Non-deep Networks | Oct 14, 2021 | Image ClassificationObject Detection | CodeCode Available | 1 | 5 |
| A Multi-task Framework for Infrared Small Target Detection and Segmentation | Jun 14, 2022 | Multi-Task Learningobject-detection | CodeCode Available | 1 | 5 |
| H3DNet: 3D Object Detection Using Hybrid Geometric Primitives | Jun 10, 2020 | 3D Object DetectionObject | CodeCode Available | 1 | 5 |
| H2RBox: Horizontal Box Annotation is All You Need for Oriented Object Detection | Oct 13, 2022 | AllAutonomous Driving | CodeCode Available | 1 | 5 |
| nnDetection: A Self-configuring Method for Medical Object Detection | Jun 1, 2021 | DiagnosticImage Segmentation | CodeCode Available | 1 | 5 |
| 2PCNet: Two-Phase Consistency Training for Day-to-Night Unsupervised Domain Adaptive Object Detection | Mar 24, 2023 | Domain Adaptationobject-detection | CodeCode Available | 1 | 5 |
| NOD: Taking a Closer Look at Detection under Extreme Low-Light Conditions with Night Object Detection Dataset | Oct 20, 2021 | Data AugmentationImage Enhancement | CodeCode Available | 1 | 5 |
| HarDNet-MSEG: A Simple Encoder-Decoder Polyp Segmentation Neural Network that Achieves over 0.9 Mean Dice and 86 FPS | Jan 18, 2021 | DecoderGPU | CodeCode Available | 1 | 5 |
| Barlow Twins: Self-Supervised Learning via Redundancy Reduction | Mar 4, 2021 | General ClassificationImage Classification | CodeCode Available | 1 | 5 |
| Hard Negative Mixing for Contrastive Learning | Oct 2, 2020 | Contrastive LearningData Augmentation | CodeCode Available | 1 | 5 |
| NMS-Loss: Learning with Non-Maximum Suppression for Crowded Pedestrian Detection | Jun 4, 2021 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| Dense Relation Distillation with Context-aware Aggregation for Few-Shot Object Detection | Mar 30, 2021 | Few-Shot Object DetectionMeta-Learning | CodeCode Available | 1 | 5 |
| NOH-NMS: Improving Pedestrian Detection by Nearby Objects Hallucination | Jul 27, 2020 | HallucinationObject Detection | CodeCode Available | 1 | 5 |
| Dense RepPoints: Representing Visual Objects with Dense Point Sets | Dec 24, 2019 | ObjectObject Detection | CodeCode Available | 1 | 5 |
| BasicTAD: an Astounding RGB-Only Baseline for Temporal Action Detection | May 5, 2022 | Action Detectionobject-detection | CodeCode Available | 1 | 5 |
| Harmonic Convolutional Networks based on Discrete Cosine Transform | Jan 18, 2020 | Edge Detectionimage-classification | CodeCode Available | 1 | 5 |
| DetectorGuard: Provably Securing Object Detectors against Localized Patch Hiding Attacks | Feb 5, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Harnessing Uncertainty-aware Bounding Boxes for Unsupervised 3D Object Detection | Aug 1, 2024 | 3D Object Detectionobject-detection | CodeCode Available | 1 | 5 |
| BASNet: Boundary-Aware Salient Object Detection | Jun 1, 2019 | Camouflaged Object SegmentationDecoder | CodeCode Available | 1 | 5 |
| Density Crop-guided Semi-supervised Object Detection in Aerial Images | Aug 9, 2023 | Objectobject-detection | CodeCode Available | 1 | 5 |
| DetFusion: A Detection-driven Infrared and Visible Image Fusion Network | Oct 1, 2022 | Infrared And Visible Image FusionObject | CodeCode Available | 1 | 5 |
| Density Map Guided Object Detection in Aerial Images | Apr 12, 2020 | Image CroppingObject | CodeCode Available | 1 | 5 |
| Detection-segmentation convolutional neural network for autonomous vehicle perception | Jun 30, 2023 | Autonomous Vehiclesobject-detection | CodeCode Available | 1 | 5 |
| Detection, Tracking, and Counting Meets Drones in Crowds: A Benchmark | May 6, 2021 | Crowd Countingobject-detection | CodeCode Available | 1 | 5 |
| HEAD: HEtero-Assists Distillation for Heterogeneous Object Detectors | Jul 12, 2022 | Knowledge DistillationObject | CodeCode Available | 1 | 5 |
| Detector Guidance for Multi-Object Text-to-Image Generation | Jun 4, 2023 | Image GenerationObject | CodeCode Available | 1 | 5 |
| Bayesian Confidence Calibration for Epistemic Uncertainty Modelling | Sep 21, 2021 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| Depth-Aware Concealed Crop Detection in Dense Agricultural Scenes | Jan 1, 2024 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| Hespi: A pipeline for automatically detecting information from hebarium specimen sheets | Oct 11, 2024 | Handwritten Text RecognitionHTR | CodeCode Available | 1 | 5 |
| Hierarchical Attention Network for Few-Shot Object Detection via Meta-Contrastive Learning | Aug 15, 2022 | Contrastive LearningFew-Shot Learning | CodeCode Available | 1 | 5 |
| SAFE: Sensitivity-Aware Features for Out-of-Distribution Object Detection | Aug 29, 2022 | Image ClassificationObject | CodeCode Available | 1 | 5 |
| BayesOD: A Bayesian Approach for Uncertainty Estimation in Deep Object Detectors | Mar 9, 2019 | Objectobject-detection | CodeCode Available | 1 | 5 |
| Depth-Cooperated Trimodal Network for Video Salient Object Detection | Feb 12, 2022 | Objectobject-detection | CodeCode Available | 1 | 5 |
| Non-local Neural Networks | Nov 21, 2017 | Action ClassificationAction Recognition | CodeCode Available | 1 | 5 |
| Depth from Camera Motion and Object Detection | Mar 2, 2021 | Objectobject-detection | CodeCode Available | 1 | 5 |
| Context-Aware Transfer Attacks for Object Detection | Dec 6, 2021 | Objectobject-detection | CodeCode Available | 1 | 5 |
