| BatchFormerV2: Exploring Sample Relationships for Dense Representation Learning | Apr 4, 2022 | image-classificationImage Classification | CodeCode Available | 2 | 5 |
| BEVDet: High-performance Multi-camera 3D Object Detection in Bird-Eye-View | Dec 22, 2021 | 3D Object DetectionAutonomous Driving | CodeCode Available | 2 | 5 |
| Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks | Oct 30, 2023 | Benchmarkingobject-detection | CodeCode Available | 2 | 5 |
| GreedyViG: Dynamic Axial Graph Construction for Efficient Vision GNNs | May 10, 2024 | graph constructionimage-classification | CodeCode Available | 2 | 5 |
| DetZero: Rethinking Offboard 3D Object Detection with Long-term Sequential Point Clouds | Jun 9, 2023 | 3D Multi-Object Tracking3D Object Detection | CodeCode Available | 2 | 5 |
| Grounded Language-Image Pre-training | Dec 7, 2021 | 2D Object DetectionDescribed Object Detection | CodeCode Available | 2 | 5 |
| Ray Denoising: Depth-aware Hard Negative Sampling for Multi-view 3D Object Detection | Feb 6, 2024 | 3D Object DetectionDenoising | CodeCode Available | 2 | 5 |
| DEYO: DETR with YOLO for End-to-End Object Detection | Feb 26, 2024 | DecoderGPU | CodeCode Available | 2 | 5 |
| DiffBEV: Conditional Diffusion Model for Bird's Eye View Perception | Mar 15, 2023 | 3D Object DetectionAutonomous Driving | CodeCode Available | 2 | 5 |
| HazyDet: Open-source Benchmark for Drone-view Object Detection with Depth-cues in Hazy Scenes | Sep 30, 2024 | Objectobject-detection | CodeCode Available | 2 | 5 |
| HENet: Hybrid Encoding for End-to-end Multi-task 3D Perception from Multi-view Cameras | Apr 3, 2024 | 3D Object DetectionAutonomous Driving | CodeCode Available | 2 | 5 |
| HGSFusion: Radar-Camera Fusion with Hybrid Generation and Synchronization for 3D Object Detection | Dec 16, 2024 | 3D Object Detection3D Object Detection on View-of-Delft (val) | CodeCode Available | 2 | 5 |
| DETR Does Not Need Multi-Scale or Locality Design | Jan 1, 2023 | DecoderObject Detection | CodeCode Available | 2 | 5 |
| HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions | Jul 28, 2022 | Image ClassificationObject Detection | CodeCode Available | 2 | 5 |
| DetGPT: Detect What You Need via Reasoning | May 23, 2023 | Autonomous DrivingObject | CodeCode Available | 2 | 5 |
| HybridNets: End-to-End Perception Network | Mar 17, 2022 | Autonomous DrivingDrivable Area Detection | CodeCode Available | 2 | 5 |
| BEVerse: Unified Perception and Prediction in Birds-Eye-View for Vision-Centric Autonomous Driving | May 19, 2022 | 3D Object DetectionAutonomous Driving | CodeCode Available | 2 | 5 |
| You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction | May 30, 2022 | Exposure CorrectionImage Enhancement | CodeCode Available | 2 | 5 |
| DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution | Jun 3, 2020 | Instance SegmentationObject | CodeCode Available | 2 | 5 |
| Improving CLIP Fine-tuning Performance | Jan 1, 2023 | Diagnosticobject-detection | CodeCode Available | 2 | 5 |
| BEVHeight: A Robust Framework for Vision-based Roadside 3D Object Detection | Mar 15, 2023 | 3D Object DetectionAutonomous Driving | CodeCode Available | 2 | 5 |
| Detect-Order-Construct: A Tree Construction based Approach for Hierarchical Document Structure Analysis | Jan 22, 2024 | Document Layout AnalysisDocument Summarization | CodeCode Available | 2 | 5 |
| Detect Everything with Few Examples | Sep 22, 2023 | Binary ClassificationCross-Domain Few-Shot Object Detection | CodeCode Available | 2 | 5 |
| AeroGen: Enhancing Remote Sensing Object Detection with Diffusion-Driven Data Generation | Nov 23, 2024 | Data AugmentationDiversity | CodeCode Available | 2 | 5 |
| DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs | Mar 28, 2024 | Fine-Grained Image ClassificationImage Classification | CodeCode Available | 2 | 5 |
