| Auto Seg-Loss: Searching Metric Surrogates for Semantic Segmentation | Oct 15, 2020 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| Extract Free Dense Labels from CLIP | Dec 2, 2021 | Novel ConceptsOpen Vocabulary Panoptic Segmentation | CodeCode Available | 1 | 5 |
| AutoSweep: Recovering 3D Editable Objectsfrom a Single Photograph | May 27, 2020 | 3D ReconstructionInstance Segmentation | CodeCode Available | 1 | 5 |
| SAM: Self-supervised Learning of Pixel-wise Anatomical Embeddings in Radiological Images | Dec 4, 2020 | AnatomyComputed Tomography (CT) | CodeCode Available | 1 | 5 |
| Dense Contrastive Learning for Self-Supervised Visual Pre-Training | Nov 18, 2020 | Contrastive Learningimage-classification | CodeCode Available | 1 | 5 |
| MaskSplit: Self-supervised Meta-learning for Few-shot Semantic Segmentation | Oct 23, 2021 | Few-Shot LearningFew-Shot Semantic Segmentation | CodeCode Available | 1 | 5 |
| Deep evidential fusion with uncertainty quantification and contextual discounting for multimodal medical image segmentation | Sep 12, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| AutoVisual Fusion Suite: A Comprehensive Evaluation of Image Segmentation and Voice Conversion Tools on HuggingFace Platform | Dec 17, 2023 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| AuxAdapt: Stable and Efficient Test-Time Adaptation for Temporally Consistent Video Semantic Segmentation | Oct 24, 2021 | Optical Flow EstimationSegmentation | CodeCode Available | 1 | 5 |
| Landmark-free Statistical Shape Modeling via Neural Flow Deformations | Sep 14, 2022 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Active Learning for Improved Semi-Supervised Semantic Segmentation in Satellite Images | Oct 15, 2021 | Active LearningLand Cover Classification | CodeCode Available | 1 | 5 |
| Self-Supervised Pretraining of 3D Features on any Point-Cloud | Jan 7, 2021 | Objectobject-detection | CodeCode Available | 1 | 5 |
| Active learning for medical image segmentation with stochastic batches | Jan 18, 2023 | Active LearningDiversity | CodeCode Available | 1 | 5 |
| KITTI-CARLA: a KITTI-like dataset generated by CARLA Simulator | Aug 17, 2021 | Semantic SegmentationTransfer Learning | CodeCode Available | 1 | 5 |
| KiU-Net: Towards Accurate Segmentation of Biomedical Images using Over-complete Representations | Jun 8, 2020 | AnatomyImage Segmentation | CodeCode Available | 1 | 5 |
| Knowledge Distillation from A Stronger Teacher | May 21, 2022 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| KM-UNet KAN Mamba UNet for medical image segmentation | Jan 5, 2025 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 | 5 |
| kMaX-DeepLab: k-means Mask Transformer | Jul 8, 2022 | ClusteringObject Detection | CodeCode Available | 1 | 5 |
| K-Net: Towards Unified Image Segmentation | Jun 28, 2021 | Image SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Deep Fusion of Local and Non-Local Features for Precision Landslide Recognition | Feb 20, 2020 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| Mask Grounding for Referring Image Segmentation | Dec 19, 2023 | cross-modal alignmentImage Segmentation | CodeCode Available | 1 | 5 |
| Knowledge Transfer and Domain Adaptation for Fine-Grained Remote Sensing Image Segmentation | Dec 9, 2024 | Domain AdaptationImage Segmentation | CodeCode Available | 1 | 5 |
| Mask Guided Attention For Fine-Grained Patchy Image Classification | Feb 4, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Self-Training Guided Disentangled Adaptation for Cross-Domain Remote Sensing Image Semantic Segmentation | Jan 13, 2023 | DecoderSemantic Segmentation | CodeCode Available | 1 | 5 |
| Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot Segmentation | Jul 18, 2022 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Mask-Enhanced Segment Anything Model for Tumor Lesion Semantic Segmentation | Mar 9, 2024 | Lesion SegmentationSegmentation | CodeCode Available | 1 | 5 |
| KPConv: Flexible and Deformable Convolution for Point Clouds | Apr 18, 2019 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 | 5 |
| Deep Gradient Learning for Efficient Camouflaged Object Detection | May 25, 2022 | Defect DetectionObject | CodeCode Available | 1 | 5 |
| KPRNet: Improving projection-based LiDAR semantic segmentation | Jul 24, 2020 | 3D Semantic SegmentationAutonomous Vehicles | CodeCode Available | 1 | 5 |
| Kvasir-Instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy | Oct 23, 2020 | BenchmarkingDiagnostic | CodeCode Available | 1 | 5 |
| Mask Propagation for Efficient Video Semantic Segmentation | Oct 29, 2023 | Semantic SegmentationVideo Semantic Segmentation | CodeCode Available | 1 | 5 |
| MatchSeg: Towards Better Segmentation via Reference Image Matching | Mar 23, 2024 | Domain GeneralizationFew-Shot Learning | CodeCode Available | 1 | 5 |
| A Weakly Supervised Amodal Segmenter with Boundary Uncertainty Estimation | Aug 23, 2021 | Amodal Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Semantic-Aware Domain Generalized Segmentation | Apr 2, 2022 | Domain GeneralizationSegmentation | CodeCode Available | 1 | 5 |
| Deep Image Semantic Communication Model for Artificial Intelligent Internet of Things | Nov 6, 2023 | Generative Adversarial NetworkImage Compression | CodeCode Available | 1 | 5 |
| Semantic-Aware Generation for Self-Supervised Visual Representation Learning | Nov 25, 2021 | Representation LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| A Location-Sensitive Local Prototype Network for Few-Shot Medical Image Segmentation | Mar 18, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Labeled-to-Unlabeled Distribution Alignment for Partially-Supervised Multi-Organ Medical Image Segmentation | Sep 5, 2024 | Data AugmentationImage Segmentation | CodeCode Available | 1 | 5 |
| Deep Instruction Tuning for Segment Anything Model | Mar 31, 2024 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| Label-efficient Segmentation via Affinity Propagation | Oct 16, 2023 | Box-supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| DeepIPC: Deeply Integrated Perception and Control for an Autonomous Vehicle in Real Environments | Jul 20, 2022 | Autonomous DrivingSemantic Segmentation | CodeCode Available | 1 | 5 |
| From Claims to Evidence: A Unified Framework and Critical Analysis of CNN vs. Transformer vs. Mamba in Medical Image Segmentation | Mar 3, 2025 | BenchmarkingComputational Efficiency | CodeCode Available | 1 | 5 |
| Masked Event Modeling: Self-Supervised Pretraining for Event Cameras | Dec 20, 2022 | ClassificationEvent-based vision | CodeCode Available | 1 | 5 |
| Deep Label Distribution Learning with Label Ambiguity | Nov 6, 2016 | Age EstimationClassification | CodeCode Available | 1 | 5 |
| LABELMAKER: Automatic Semantic Label Generation from RGB-D Trajectories | Nov 20, 2023 | Neural RenderingSemantic Segmentation | CodeCode Available | 1 | 5 |
| DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs | Jun 2, 2016 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Semantic-Guided Zero-Shot Learning for Low-Light Image/Video Enhancement | Oct 3, 2021 | Image EnhancementLow-Light Image Enhancement | CodeCode Available | 1 | 5 |
| Label Propagation for 3D Carotid Vessel Wall Segmentation and Atherosclerosis Diagnosis | Aug 29, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Ladder Fine-tuning approach for SAM integrating complementary network | Jun 22, 2023 | DecoderImage Segmentation | CodeCode Available | 1 | 5 |
| On the Connection between Local Attention and Dynamic Depth-wise Convolution | Jun 8, 2021 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
