| BenchCloudVision: A Benchmark Analysis of Deep Learning Approaches for Cloud Detection and Segmentation in Remote Sensing Imagery | Feb 21, 2024 | Body DetectionCloud Detection | CodeCode Available | 1 |
| FcaNet: Frequency Channel Attention Networks | Dec 22, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| Benchmarking and Analysis of Unsupervised Object Segmentation from Real-world Single Images | Dec 8, 2023 | BenchmarkingObject | CodeCode Available | 1 |
| SU-SAM: A Simple Unified Framework for Adapting Segment Anything Model in Underperformed Scenes | Jan 31, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| EPIC-KITCHENS VISOR Benchmark: VIdeo Segmentations and Object Relations | Sep 26, 2022 | ObjectSegmentation | CodeCode Available | 1 |
| Breaking Shortcut: Exploring Fully Convolutional Cycle-Consistency for Video Correspondence Learning | May 12, 2021 | Landmark TrackingPose Tracking | CodeCode Available | 1 |
| Deep Multi-Threshold Spiking-UNet for Image Processing | Jul 20, 2023 | DenoisingImage Segmentation | CodeCode Available | 1 |
| EPSANet: An Efficient Pyramid Squeeze Attention Block on Convolutional Neural Network | May 30, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| EOV-Seg: Efficient Open-Vocabulary Panoptic Segmentation | Dec 11, 2024 | DecoderGPU | CodeCode Available | 1 |
| EPSNet: Efficient Panoptic Segmentation Network with Cross-layer Attention Fusion | Mar 23, 2020 | GPUInstance Segmentation | CodeCode Available | 1 |
| SIM: Semantic-aware Instance Mask Generation for Box-Supervised Instance Segmentation | Mar 14, 2023 | Box-supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| SimT: Handling Open-set Noise for Domain Adaptive Semantic Segmentation | Mar 29, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Deep Structured Instance Graph for Distilling Object Detectors | Sep 27, 2021 | Instance SegmentationKnowledge Distillation | CodeCode Available | 1 |
| Benchmarking Large Vision-Language Models via Directed Scene Graph for Comprehensive Image Captioning | Dec 11, 2024 | AttributeBenchmarking | CodeCode Available | 1 |
| Enhancing Weakly Supervised 3D Medical Image Segmentation through Probabilistic-aware Learning | Mar 5, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| EdgeFlow: Achieving Practical Interactive Segmentation with Edge-Guided Flow | Sep 20, 2021 | Image SegmentationInteractive Segmentation | CodeCode Available | 1 |
| Single Domain Generalization for LiDAR Semantic Segmentation | Jan 1, 2023 | Autonomous DrivingDomain Adaptation | CodeCode Available | 1 |
| Single Frame Semantic Segmentation Using Multi-Modal Spherical Images | Aug 18, 2023 | Semantic Segmentation | CodeCode Available | 1 |
| Single-Stage Semantic Segmentation from Image Labels | May 16, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| SiNGR: Brain Tumor Segmentation via Signed Normalized Geodesic Transform Regression | May 27, 2024 | Brain Image SegmentationBrain Tumor Segmentation | CodeCode Available | 1 |
| Enhancing surgical instrument segmentation: integrating vision transformer insights with adapter | May 8, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Ensemble CNN Networks for GBM Tumors Segmentation using Multi-parametric MRI | Dec 13, 2021 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 |
| Benchmarking Self-Supervised Learning on Diverse Pathology Datasets | Dec 9, 2022 | BenchmarkingClassification | CodeCode Available | 1 |
| Unsupervised Domain Adaptation for Semantic Segmentation of NIR Images through Generative Latent Search | Jun 15, 2020 | Domain AdaptationSegmentation | CodeCode Available | 1 |
| Deep Variational Instance Segmentation | Jul 22, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Slimmable Neural Networks | Dec 21, 2018 | Instance SegmentationKeypoint Detection | CodeCode Available | 1 |
| Delving into Shape-aware Zero-shot Semantic Segmentation | Apr 17, 2023 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Small but Mighty: Enhancing 3D Point Clouds Semantic Segmentation with U-Next Framework | Apr 3, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Enhancing sea ice segmentation in Sentinel-1 images with atrous convolutions | Oct 26, 2023 | Binary ClassificationImage Segmentation | CodeCode Available | 1 |
| Entropy Maximization and Meta Classification for Out-Of-Distribution Detection in Semantic Segmentation | Dec 9, 2020 | General ClassificationOut-of-Distribution Detection | CodeCode Available | 1 |
| DeepVoxNet2: Yet another CNN framework | Nov 17, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| A Multi-Level Approach to Waste Object Segmentation | Jul 8, 2020 | ObjectSegmentation | CodeCode Available | 1 |
| Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach | Jan 25, 2023 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| SoftCTM: Cell detection by soft instance segmentation and consideration of cell-tissue interaction | Dec 19, 2023 | Cell DetectionInstance Segmentation | CodeCode Available | 1 |
| Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation | Mar 2, 2022 | Domain AdaptationScene Understanding | CodeCode Available | 1 |
| Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance Segmentation | May 7, 2020 | ClusteringGPU | CodeCode Available | 1 |
| Enhancing MR Image Segmentation with Realistic Adversarial Data Augmentation | Aug 7, 2021 | Cardiac SegmentationData Augmentation | CodeCode Available | 1 |
| SOLQ: Segmenting Objects by Learning Queries | Jun 4, 2021 | Instance SegmentationObject Detection | CodeCode Available | 1 |
| Enhanced Boundary Learning for Glass-like Object Segmentation | Mar 29, 2021 | DecoderObject | CodeCode Available | 1 |
| DEFN: Dual-Encoder Fourier Group Harmonics Network for Three-Dimensional Indistinct-Boundary Object Segmentation | Nov 1, 2023 | 3D ReconstructionData Augmentation | CodeCode Available | 1 |
| Source-Free Domain Adaptation for Image Segmentation | Aug 6, 2021 | Cardiac SegmentationDomain Adaptation | CodeCode Available | 1 |
| Deformable ConvNets v2: More Deformable, Better Results | Nov 27, 2018 | Instance SegmentationObject | CodeCode Available | 1 |
| Deformable Convolutional Networks | Mar 17, 2017 | Object DetectionSemantic Segmentation | CodeCode Available | 1 |
| Source-Free Domain Adaptive Fundus Image Segmentation with Denoised Pseudo-Labeling | Sep 19, 2021 | DenoisingDomain Adaptation | CodeCode Available | 1 |
| 2D Semantic-Guided Semantic Scene Completion | Sep 12, 2024 | 2D Semantic Segmentation3D Semantic Scene Completion | CodeCode Available | 1 |
| Sparse Layered Graphs for Multi-Object Segmentation | Jun 1, 2020 | ObjectSegmentation | CodeCode Available | 1 |
| Deformable Kernel Networks for Joint Image Filtering | Oct 17, 2019 | Depth Map Super-ResolutionImage Restoration | CodeCode Available | 1 |
| Deformable Mamba for Wide Field of View Segmentation | Nov 25, 2024 | DecoderMamba | CodeCode Available | 1 |
| BerDiff: Conditional Bernoulli Diffusion Model for Medical Image Segmentation | Apr 10, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| EP-SAM: Weakly Supervised Histopathology Segmentation via Enhanced Prompt with Segment Anything | Oct 17, 2024 | DiagnosticGPU | CodeCode Available | 1 |
