| The Replica Dataset: A Digital Replica of Indoor Spaces | Jun 13, 2019 | 3D Scene ReconstructionInstruction Following | CodeCode Available | 2 |
| Global Context for Convolutional Pose Machines | Jun 10, 2019 | Pose EstimationSemantic Segmentation | CodeCode Available | 2 |
| Co-Occurrent Features in Semantic Segmentation | Jun 1, 2019 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| Video Instance Segmentation | May 12, 2019 | Instance SegmentationSegmentation | CodeCode Available | 2 |
| 4D Spatio-Temporal ConvNets: Minkowski Convolutional Neural Networks | Apr 18, 2019 | 3D Semantic Segmentation4D Spatio Temporal Semantic Segmentation | CodeCode Available | 2 |
| A large annotated medical image dataset for the development and evaluation of segmentation algorithms | Feb 25, 2019 | BenchmarkingSegmentation | CodeCode Available | 2 |
| Tencent ML-Images: A Large-Scale Multi-Label Image Database for Visual Representation Learning | Jan 7, 2019 | image-classificationImage Classification | CodeCode Available | 2 |
| Improving Semantic Segmentation via Video Propagation and Label Relaxation | Dec 4, 2018 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| Multi-Task Learning as Multi-Objective Optimization | Oct 10, 2018 | Depth EstimationGeneral Classification | CodeCode Available | 2 |
| OCNet: Object Context Network for Scene Parsing | Sep 4, 2018 | ObjectRelation | CodeCode Available | 2 |
| Context Encoding for Semantic Segmentation | Mar 23, 2018 | image-classificationImage Classification | CodeCode Available | 2 |
| ChainerCV: a Library for Deep Learning in Computer Vision | Aug 28, 2017 | Deep Learningobject-detection | CodeCode Available | 2 |
| Revisiting Unreasonable Effectiveness of Data in Deep Learning Era | Jul 10, 2017 | Deep Learningimage-classification | CodeCode Available | 2 |
| The Lovász-Softmax loss: A tractable surrogate for the optimization of the intersection-over-union measure in neural networks | May 24, 2017 | Image SegmentationSegmentation | CodeCode Available | 2 |
| Feature Pyramid Networks for Object Detection | Dec 9, 2016 | GPUObject | CodeCode Available | 2 |
| Fully Convolutional Instance-aware Semantic Segmentation | Nov 23, 2016 | General ClassificationInstance Segmentation | CodeCode Available | 2 |
| U-RWKV: Lightweight medical image segmentation with direction-adaptive RWKV | Jul 15, 2025 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 |
| Rethinking Query-based Transformer for Continual Image Segmentation | Jul 10, 2025 | Continual LearningImage Segmentation | CodeCode Available | 1 |
| RSRefSeg 2: Decoupling Referring Remote Sensing Image Segmentation with Foundation Models | Jul 8, 2025 | cross-modal alignmentImage Segmentation | CodeCode Available | 1 |
| Beyond One Shot, Beyond One Perspective: Cross-View and Long-Horizon Distillation for Better LiDAR Representations | Jul 7, 2025 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| SAMed-2: Selective Memory Enhanced Medical Segment Anything Model | Jul 4, 2025 | Continual LearningImage Segmentation | CodeCode Available | 1 |
| DeRIS: Decoupling Perception and Cognition for Enhanced Referring Image Segmentation through Loopback Synergy | Jul 2, 2025 | Data AugmentationGeneralized Referring Expression Segmentation | CodeCode Available | 1 |
| Decoupled Seg Tokens Make Stronger Reasoning Video Segmenter and Grounder | Jun 28, 2025 | Image SegmentationLarge Language Model | CodeCode Available | 1 |
| ReME: A Data-Centric Framework for Training-Free Open-Vocabulary Segmentation | Jun 26, 2025 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| Open-Vocabulary Camouflaged Object Segmentation with Cascaded Vision Language Models | Jun 24, 2025 | Camouflaged Object SegmentationSegmentation | CodeCode Available | 1 |
