| UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery | Sep 18, 2021 | Change DetectionDecoder | 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 |
| 2nd Place Solution for Waymo Open Dataset Challenge - Real-time 2D Object Detection | Jun 16, 2021 | 2D Object DetectionAutonomous Driving | CodeCode Available | 2 |
| Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations | Jun 10, 2021 | Instance Segmentationobject-detection | CodeCode Available | 2 |
| ICDAR 2021 Competition on Scientific Literature Parsing | Jun 8, 2021 | document understandingobject-detection | CodeCode Available | 2 |
| YOLO5Face: Why Reinventing a Face Detector | May 27, 2021 | Face Detectionobject-detection | CodeCode Available | 2 |
| Beyond Self-attention: External Attention using Two Linear Layers for Visual Tasks | May 5, 2021 | image-classificationImage Classification | CodeCode Available | 2 |
| Multi-Modal Fusion Transformer for End-to-End Autonomous Driving | Apr 19, 2021 | Autonomous Driving | CodeCode Available | 2 |
| Swin Transformer: Hierarchical Vision Transformer using Shifted Windows | Mar 25, 2021 | image-classificationImage Classification | CodeCode Available | 2 |
| Coordinate Attention for Efficient Mobile Network Design | Mar 4, 2021 | object-detectionObject Detection | CodeCode Available | 2 |
| LambdaNetworks: Modeling Long-Range Interactions Without Attention | Feb 17, 2021 | image-classificationImage Classification | CodeCode Available | 2 |
| Scale Normalized Image Pyramids with AutoFocus for Object Detection | Feb 10, 2021 | Objectobject-detection | CodeCode Available | 2 |
| Evaluating Large-Vocabulary Object Detectors: The Devil is in the Details | Feb 1, 2021 | Benchmarkingobject-detection | CodeCode Available | 2 |
| Bottleneck Transformers for Visual Recognition | Jan 27, 2021 | image-classificationImage Classification | CodeCode Available | 2 |
| BirdNET: A deep learning solution for avian diversity monitoring | Jan 27, 2021 | Data AugmentationDeep Learning | CodeCode Available | 2 |
| Simplifying Object Segmentation with PixelLib Library | Jan 20, 2021 | Image ClassificationInstance Segmentation | CodeCode Available | 2 |
| VinVL: Revisiting Visual Representations in Vision-Language Models | Jan 2, 2021 | Image CaptioningImage-text matching | CodeCode Available | 2 |
| Global Context Networks | Dec 24, 2020 | Instance SegmentationObject Detection | CodeCode Available | 2 |
| Objectron: A Large Scale Dataset of Object-Centric Videos in the Wild with Pose Annotations | Dec 18, 2020 | 3D Object Detection3D Object Tracking | CodeCode Available | 2 |
| Sparse R-CNN: End-to-End Object Detection with Learnable Proposals | Nov 25, 2020 | 2D Object DetectionObject | CodeCode Available | 2 |
| Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution | Jul 31, 2020 | 3D Object Detection3D Semantic Segmentation | CodeCode Available | 2 |
| Generative Sparse Detection Networks for 3D Single-shot Object Detection | Jun 22, 2020 | 3D Object DetectionDecoder | CodeCode Available | 2 |
| Center-based 3D Object Detection and Tracking | Jun 19, 2020 | 3D Multi-Object Tracking3D Object Detection | CodeCode Available | 2 |
| Fine-Grained Stochastic Architecture Search | Jun 17, 2020 | Neural Architecture Searchobject-detection | CodeCode Available | 2 |
| DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous Convolution | Jun 3, 2020 | Instance SegmentationObject | CodeCode Available | 2 |
