| Evaluation of Segment Anything Model 2: The Role of SAM2 in the Underwater Environment | Aug 6, 2024 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Data Efficient 3D Learner via Knowledge Transferred from 2D Model | Mar 16, 2022 | Pseudo LabelSegmentation | CodeCode Available | 1 |
| Decoder Denoising Pretraining for Semantic Segmentation | May 23, 2022 | DecoderDenoising | CodeCode Available | 1 |
| Deep Domain Adaptation: A Sim2Real Neural Approach for Improving Eye-Tracking Systems | Mar 23, 2024 | Dimensionality ReductionDomain Adaptation | CodeCode Available | 1 |
| DeiT III: Revenge of the ViT | Apr 14, 2022 | Data Augmentationimage-classification | CodeCode Available | 1 |
| DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation | Dec 27, 2022 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Activate or Not: Learning Customized Activation | Sep 10, 2020 | object-detectionObject Detection | CodeCode Available | 1 |
| DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation | Nov 29, 2021 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 |
| dacl10k: Benchmark for Semantic Bridge Damage Segmentation | Sep 1, 2023 | DiversitySegmentation | CodeCode Available | 1 |
| DAAIN: Detection of Anomalous and Adversarial Input using Normalizing Flows | May 30, 2021 | GPUImage Segmentation | CodeCode Available | 1 |
| DACS: Domain Adaptation via Cross-domain Mixed Sampling | Jul 17, 2020 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| A Large-Scale Network Construction and Lightweighting Method for Point Cloud Semantic Segmentation | Mar 21, 2024 | Semantic Segmentation | CodeCode Available | 1 |
| ActionVOS: Actions as Prompts for Video Object Segmentation | Jul 10, 2024 | ObjectReferring Video Object Segmentation | CodeCode Available | 1 |
| D2Det: Towards High Quality Object Detection and Instance Segmentation | Jun 1, 2020 | Instance SegmentationObject | CodeCode Available | 1 |
| A Large-Scale Benchmark for Food Image Segmentation | May 12, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| ACTION++: Improving Semi-supervised Medical Image Segmentation with Adaptive Anatomical Contrast | Apr 5, 2023 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| D3RM: A Discrete Denoising Diffusion Refinement Model for Piano Transcription | Jan 9, 2025 | DenoisingImage Segmentation | CodeCode Available | 1 |
| DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation | Apr 22, 2021 | Autonomous DrivingDomain Adaptation | CodeCode Available | 1 |
| Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR-based Perception | Sep 12, 2021 | Panoptic SegmentationSegmentation | CodeCode Available | 1 |
| D2A U-Net: Automatic Segmentation of COVID-19 Lesions from CT Slices with Dilated Convolution and Dual Attention Mechanism | Feb 10, 2021 | Computed Tomography (CT)Decoder | CodeCode Available | 1 |
| Cyclic Learning: Bridging Image-level Labels and Nuclei Instance Segmentation | Jun 5, 2023 | Instance SegmentationMulti-Task Learning | CodeCode Available | 1 |
| CycleMLP: A MLP-like Architecture for Dense Prediction | Jul 21, 2021 | Image ClassificationInstance Segmentation | CodeCode Available | 1 |
| Cylinder3D: An Effective 3D Framework for Driving-scene LiDAR Semantic Segmentation | Aug 4, 2020 | 3D Semantic SegmentationLIDAR Semantic Segmentation | CodeCode Available | 1 |
| D^2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos | Nov 15, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| CuVLER: Enhanced Unsupervised Object Discoveries through Exhaustive Self-Supervised Transformers | Mar 12, 2024 | Clusteringgraph partitioning | CodeCode Available | 1 |
| Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike? | Jan 1, 2021 | AllImage Segmentation | CodeCode Available | 1 |
| CV 3315 Is All You Need : Semantic Segmentation Competition | Jun 25, 2022 | AllDecoder | CodeCode Available | 1 |
| A Recycling Training Strategy for Medical Image Segmentation with Diffusion Denoising Models | Aug 30, 2023 | DenoisingImage Segmentation | CodeCode Available | 1 |
| A Real-Time Online Learning Framework for Joint 3D Reconstruction and Semantic Segmentation of Indoor Scenes | Aug 11, 2021 | 3D ReconstructionSemantic Segmentation | CodeCode Available | 1 |
| CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation | Sep 23, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision | Mar 3, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| D2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos | Nov 15, 2021 | Multi-Object Tracking and SegmentationSegmentation | CodeCode Available | 1 |
| Unified Domain Adaptive Semantic Segmentation | Nov 22, 2023 | Data AugmentationOptical Flow Estimation | CodeCode Available | 1 |
| ARCH2S: Dataset, Benchmark and Challenges for Learning Exterior Architectural Structures from Point Clouds | Jun 3, 2024 | 3D Scene Reconstruction3D Semantic Segmentation | CodeCode Available | 1 |
| Curriculum-style Local-to-global Adaptation for Cross-domain Remote Sensing Image Segmentation | Mar 3, 2022 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| AISFormer: Amodal Instance Segmentation with Transformer | Oct 12, 2022 | Amodal Instance SegmentationDecoder | CodeCode Available | 1 |
| 1st Place Solution for 5th LSVOS Challenge: Referring Video Object Segmentation | Jan 1, 2024 | ObjectReferring Video Object Segmentation | CodeCode Available | 1 |
| CTNet: Context-based Tandem Network for Semantic Segmentation | Apr 20, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| AI-SAM: Automatic and Interactive Segment Anything Model | Dec 5, 2023 | Medical Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
| CTVIS: Consistent Training for Online Video Instance Segmentation | Jul 24, 2023 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows | Jul 1, 2021 | Image ClassificationSemantic Segmentation | CodeCode Available | 1 |
| 3D Part Guided Image Editing for Fine-Grained Object Understanding | Jun 1, 2020 | Autonomous DrivingInstance Segmentation | CodeCode Available | 1 |
| CSWin-UNet: Transformer UNet with Cross-Shaped Windows for Medical Image Segmentation | Jul 25, 2024 | Computational EfficiencyDecoder | CodeCode Available | 1 |
| Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene Understanding | Jan 5, 2019 | Domain AdaptationScene Understanding | CodeCode Available | 1 |
| CSC-PA: Cross-image Semantic Correlation via Prototype Attentions for Single-network Semi-supervised Breast Tumor Segmentation | Jan 1, 2025 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| CSAM: A 2.5D Cross-Slice Attention Module for Anisotropic Volumetric Medical Image Segmentation | Nov 8, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| CSC-Unet: A Novel Convolutional Sparse Coding Strategy Based Neural Network for Semantic Segmentation | Aug 1, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| AI Playground: Unreal Engine-based Data Ablation Tool for Deep Learning | Jul 13, 2020 | Data AblationDepth Estimation | CodeCode Available | 1 |
| AIO-P: Expanding Neural Performance Predictors Beyond Image Classification | Nov 30, 2022 | 2D Human Pose EstimationClassification | CodeCode Available | 1 |
| CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H&E-Stained Histological Images | Jan 2, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
