| Automatic Labelling & Semantic Segmentation with 4D Radar Tensors | Jan 20, 2025 | Semantic Segmentationvehicle detection | CodeCode Available | 1 |
| Recurrent Generic Contour-based Instance Segmentation with Progressive Learning | Jan 21, 2023 | Instance SegmentationLane Detection | CodeCode Available | 1 |
| Algorithm-hardware Co-design for Deformable Convolution | Feb 19, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| Recurrent Mask Refinement for Few-Shot Medical Image Segmentation | Aug 2, 2021 | Few-Shot LearningImage Segmentation | CodeCode Available | 1 |
| Active Boundary Loss for Semantic Segmentation | Feb 4, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| DC-SAM: In-Context Segment Anything in Images and Videos via Dual Consistency | Apr 16, 2025 | Few-Shot LearningInteractive Segmentation | CodeCode Available | 1 |
| DCSAU-Net: A Deeper and More Compact Split-Attention U-Net for Medical Image Segmentation | Feb 2, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| DCSEG: Decoupled 3D Open-Set Segmentation using Gaussian Splatting | Dec 14, 2024 | 3D ReconstructionSegmentation | CodeCode Available | 1 |
| DCT-Mask: Discrete Cosine Transform Mask Representation for Instance Segmentation | Nov 19, 2020 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| 1st Place Solution for MeViS Track in CVPR 2024 PVUW Workshop: Motion Expression guided Video Segmentation | Jun 11, 2024 | Referring Video Object SegmentationSegmentation | CodeCode Available | 1 |
| DC-UNet: Rethinking the U-Net Architecture with Dual Channel Efficient CNN for Medical Images Segmentation | May 31, 2020 | DecoderImage Segmentation | CodeCode Available | 1 |
| DDANet: Dual Decoder Attention Network for Automatic Polyp Segmentation | Dec 30, 2020 | Colorectal Polyps CharacterizationDecision Making | CodeCode Available | 1 |
| UniDA3D: Unified Domain Adaptive 3D Semantic Segmentation Pipeline | Dec 20, 2022 | 3D Semantic SegmentationDomain Adaptation | CodeCode Available | 1 |
| Refine and Represent: Region-to-Object Representation Learning | Aug 25, 2022 | Instance SegmentationObject | CodeCode Available | 1 |
| Refine Myself by Teaching Myself: Feature Refinement via Self-Knowledge Distillation | Mar 15, 2021 | Data AugmentationKnowledge Distillation | CodeCode Available | 1 |
| Efficient Semantic Segmentation by Altering Resolutions for Compressed Videos | Mar 13, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| BT-Unet: A self-supervised learning framework for biomedical image segmentation using Barlow Twins with U-Net models | Dec 7, 2021 | Image SegmentationSelf-Supervised Learning | CodeCode Available | 1 |
| REF-VLM: Triplet-Based Referring Paradigm for Unified Visual Decoding | Mar 10, 2025 | Instruction FollowingKeypoint Detection | CodeCode Available | 1 |
| DEAL: Difficulty-aware Active Learning for Semantic Segmentation | Oct 17, 2020 | Active LearningSegmentation | CodeCode Available | 1 |
| DilateFormer: Multi-Scale Dilated Transformer for Visual Recognition | Feb 3, 2023 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| DeBiFormer: Vision Transformer with Deformable Agent Bi-level Routing Attention | Oct 11, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| Aligning Generative Denoising with Discriminative Objectives Unleashes Diffusion for Visual Perception | Apr 15, 2025 | Data AugmentationDenoising | CodeCode Available | 1 |
| Efficient On-device Training via Gradient Filtering | Jan 1, 2023 | Federated Learningimage-classification | CodeCode Available | 1 |
| EfficientPS: Efficient Panoptic Segmentation | Apr 5, 2020 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 1 |
| BSNet: Box-Supervised Simulation-assisted Mean Teacher for 3D Instance Segmentation | Mar 22, 2024 | 3D Instance SegmentationDecoder | CodeCode Available | 1 |
| DIOD: Self-Distillation Meets Object Discovery | Jan 1, 2024 | Instance SegmentationKnowledge Distillation | CodeCode Available | 1 |
| Efficient Multi-Task RGB-D Scene Analysis for Indoor Environments | Jul 10, 2022 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 1 |
| Decoder Denoising Pretraining for Semantic Segmentation | May 23, 2022 | DecoderDenoising | CodeCode Available | 1 |
| Re-labeling ImageNet: from Single to Multi-Labels, from Global to Localized Labels | Jan 13, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Relation3D : Enhancing Relation Modeling for Point Cloud Instance Segmentation | Jan 1, 2025 | 3D Instance SegmentationContrastive Learning | CodeCode Available | 1 |
| Efficient Multi-Task Scene Analysis with RGB-D Transformers | Jun 8, 2023 | Panoptic SegmentationScene Classification | CodeCode Available | 1 |
| Decomposing 3D Scenes into Objects via Unsupervised Volume Segmentation | Apr 2, 2021 | 3D geometryDecoder | CodeCode Available | 1 |
| Automatic segmentation of spinal multiple sclerosis lesions: How to generalize across MRI contrasts? | Mar 9, 2020 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| DINOv2 based Self Supervised Learning For Few Shot Medical Image Segmentation | Mar 5, 2024 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 |
| Reliability in Semantic Segmentation: Can We Use Synthetic Data? | Dec 14, 2023 | Autonomous VehiclesOut of Distribution (OOD) Detection | CodeCode Available | 1 |
| Reliable Propagation-Correction Modulation for Video Object Segmentation | Dec 6, 2021 | ObjectSemantic Segmentation | CodeCode Available | 1 |
| AlignSeg: Feature-Aligned Segmentation Networks | Feb 24, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Efficient Redundancy Reduction for Open-Vocabulary Semantic Segmentation | Jan 29, 2025 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| Decoupled Dynamic Filter Networks | Apr 29, 2021 | Image ClassificationSemantic Segmentation | CodeCode Available | 1 |
| Decoupled Local Aggregation for Point Cloud Learning | Aug 31, 2023 | 3D Point Cloud ClassificationSemantic Segmentation | CodeCode Available | 1 |
| Efficient Medical Image Segmentation Based on Knowledge Distillation | Aug 23, 2021 | Image SegmentationKnowledge Distillation | CodeCode Available | 1 |
| Directional Deep Embedding and Appearance Learning for Fast Video Object Segmentation | Feb 17, 2020 | GPUOne-shot visual object segmentation | CodeCode Available | 1 |
| Decoupled Seg Tokens Make Stronger Reasoning Video Segmenter and Grounder | Jun 28, 2025 | Image SegmentationLarge Language Model | CodeCode Available | 1 |
| RepMLP: Re-parameterizing Convolutions into Fully-connected Layers for Image Recognition | May 5, 2021 | Face RecognitionImage Classification | CodeCode Available | 1 |
| Efficient Multimodal Semantic Segmentation via Dual-Prompt Learning | Dec 1, 2023 | Decoderobject-detection | CodeCode Available | 1 |
| DecoupleNet: A Lightweight Backbone Network With Efficient Feature Decoupling for Remote Sensing Visual Tasks | Sep 23, 2024 | ARCComputational Efficiency | CodeCode Available | 1 |
| Efficient Inference in Fully Connected CRFs with Gaussian Edge Potentials | Oct 20, 2012 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Representation Similarity Analysis for Efficient Task taxonomy & Transfer Learning | Apr 26, 2019 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Decoupling Classifier for Boosting Few-shot Object Detection and Instance Segmentation | May 20, 2025 | Few-Shot Object DetectionInstance Segmentation | CodeCode Available | 1 |
| Deep ContourFlow: Advancing Active Contours with Deep Learning | Jul 15, 2024 | Deep LearningImage Segmentation | CodeCode Available | 1 |
