| Contrastive learning of global and local features for medical image segmentation with limited annotations | Jun 18, 2020 | Contrastive LearningData Augmentation | CodeCode Available | 1 | 5 |
| Calibrated Adversarial Refinement for Stochastic Semantic Segmentation | Jun 23, 2020 | Semantic Segmentationvalid | CodeCode Available | 1 | 5 |
| Open Source Presentation Attack Detection Baseline for Iris Recognition | Sep 26, 2018 | Image SegmentationIris Recognition | CodeCode Available | 1 | 5 |
| Contrastive Lift: 3D Object Instance Segmentation by Slow-Fast Contrastive Fusion | Jun 7, 2023 | ClusteringInstance Segmentation | CodeCode Available | 1 | 5 |
| Contrastive Masked Autoencoders are Stronger Vision Learners | Jul 27, 2022 | Contrastive LearningDecoder | CodeCode Available | 1 | 5 |
| Contrastive Model Adaptation for Cross-Condition Robustness in Semantic Segmentation | Mar 9, 2023 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| LaPE: Layer-adaptive Position Embedding for Vision Transformers with Independent Layer Normalization | Jan 1, 2023 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| CalibNet: Dual-branch Cross-modal Calibration for RGB-D Salient Instance Segmentation | Jul 16, 2023 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Dataset Diffusion: Diffusion-based Synthetic Dataset Generation for Pixel-Level Semantic Segmentation | Sep 25, 2023 | Dataset GenerationSegmentation | CodeCode Available | 1 | 5 |
| LangXAI: Integrating Large Vision Models for Generating Textual Explanations to Enhance Explainability in Visual Perception Tasks | Feb 19, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 | 5 |
| Contrastive Registration for Unsupervised Medical Image Segmentation | Nov 17, 2020 | Contrastive LearningImage Segmentation | CodeCode Available | 1 | 5 |
| AttaNet: Attention-Augmented Network for Fast and Accurate Scene Parsing | Mar 10, 2021 | Scene ParsingSegmentation | CodeCode Available | 1 | 5 |
| Laplacian2Mesh: Laplacian-Based Mesh Understanding | Feb 1, 2022 | Semantic SegmentationSurface Reconstruction | CodeCode Available | 1 | 5 |
| Few-Shot Medical Image Segmentation with High-Fidelity Prototypes | Jun 26, 2024 | Few-Shot Semantic SegmentationImage Segmentation | CodeCode Available | 1 | 5 |
| Contrastive Semi-supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures | Aug 18, 2022 | AnatomyContrastive Learning | CodeCode Available | 1 | 5 |
| Few-Shot Panoptic Segmentation With Foundation Models | Sep 19, 2023 | Panoptic SegmentationRepresentation Learning | CodeCode Available | 1 | 5 |
| Contrastive Transformation for Self-supervised Correspondence Learning | Dec 9, 2020 | Object TrackingSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| A Generalized Deep Learning Framework for Whole-Slide Image Segmentation and Analysis | Jan 1, 2020 | Image SegmentationLesion Detection | CodeCode Available | 1 | 5 |
| DATA: Domain-Aware and Task-Aware Self-supervised Learning | Mar 17, 2022 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Open-Vocabulary Semantic Segmentation with Image Embedding Balancing | Jun 14, 2024 | DecoderOpen Vocabulary Semantic Segmentation | CodeCode Available | 1 | 5 |
| Language-Grounded Indoor 3D Semantic Segmentation in the Wild | Apr 16, 2022 | 3D Semantic SegmentationDiversity | CodeCode Available | 1 | 5 |
| Few-Shot Segmentation via Cycle-Consistent Transformer | Jun 4, 2021 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Data Efficient 3D Learner via Knowledge Transferred from 2D Model | Mar 16, 2022 | Pseudo LabelSegmentation | CodeCode Available | 1 | 5 |
| First Place Solution to the ECCV 2024 BRAVO Challenge: Evaluating Robustness of Vision Foundation Models for Semantic Segmentation | Sep 25, 2024 | DecoderSemantic Segmentation | CodeCode Available | 1 | 5 |
| Language Guided Domain Generalized Medical Image Segmentation | Apr 1, 2024 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| FIERY: Future Instance Prediction in Bird's-Eye View from Surround Monocular Cameras | Apr 21, 2021 | Autonomous DrivingBird's-Eye View Semantic Segmentation | CodeCode Available | 1 | 5 |
| Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection | Aug 31, 2023 | DecoderLesion Segmentation | CodeCode Available | 1 | 5 |
| Convex Hull-based Algebraic Constraint for Visual Quadric SLAM | Mar 3, 2025 | ObjectObject Reconstruction | CodeCode Available | 1 | 5 |
| Unified Domain Adaptive Semantic Segmentation | Nov 22, 2023 | Data AugmentationOptical Flow Estimation | CodeCode Available | 1 | 5 |
| FGAseg: Fine-Grained Pixel-Text Alignment for Open-Vocabulary Semantic Segmentation | Jan 1, 2025 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 | 5 |
| FG-Net: Fast Large-Scale LiDAR Point Clouds Understanding Network Leveraging Correlated Feature Mining and Geometric-Aware Modelling | Dec 17, 2020 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 | 5 |
| FIDNet: LiDAR Point Cloud Semantic Segmentation with Fully Interpolation Decoding | Sep 8, 2021 | 3D Semantic SegmentationLIDAR Semantic Segmentation | CodeCode Available | 1 | 5 |
| An Instance Segmentation Dataset of Yeast Cells in Microstructures | Apr 15, 2023 | Cell SegmentationImage Segmentation | CodeCode Available | 1 | 5 |
| Language-Assisted 3D Feature Learning for Semantic Scene Understanding | Nov 25, 2022 | DescriptiveInstance Segmentation | CodeCode Available | 1 | 5 |
| Finding an Unsupervised Image Segmenter in Each of Your Deep Generative Models | May 17, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 | 5 |
| ConvFormer: Plug-and-Play CNN-Style Transformers for Improving Medical Image Segmentation | Sep 9, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| An Informative Path Planning Framework for Active Learning in UAV-based Semantic Mapping | Feb 7, 2023 | Active LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| OTSeg: Multi-prompt Sinkhorn Attention for Zero-Shot Semantic Segmentation | Mar 21, 2024 | Semantic SegmentationZero-Shot Semantic Segmentation | CodeCode Available | 1 | 5 |
| ConvMLP: Hierarchical Convolutional MLPs for Vision | Sep 9, 2021 | Image ClassificationInstance Segmentation | CodeCode Available | 1 | 5 |
| ConvNet Architecture Search for Spatiotemporal Feature Learning | Aug 16, 2017 | Action ClassificationAction Recognition | CodeCode Available | 1 | 5 |
| Language-Bridged Spatial-Temporal Interaction for Referring Video Object Segmentation | Jun 8, 2022 | DenoisingReferring Video Object Segmentation | CodeCode Available | 1 | 5 |
| 360BEV: Panoramic Semantic Mapping for Indoor Bird's-Eye View | Mar 21, 2023 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| Fine-grained Image Editing by Pixel-wise Guidance Using Diffusion Models | Dec 5, 2022 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| CAD: Memory Efficient Convolutional Adapter for Segment Anything | Sep 24, 2024 | DecoderGPU | CodeCode Available | 1 | 5 |
| FipTR: A Simple yet Effective Transformer Framework for Future Instance Prediction in Autonomous Driving | Apr 19, 2024 | Autonomous DrivingInstance Segmentation | CodeCode Available | 1 | 5 |
| Paced-Curriculum Distillation with Prediction and Label Uncertainty for Image Segmentation | Feb 2, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Attention-based Transformation from Latent Features to Point Clouds | Dec 10, 2021 | Point Cloud CompletionPoint Cloud Generation | CodeCode Available | 1 | 5 |
| FinnWoodlands Dataset | Apr 3, 2023 | Autonomous DrivingDepth Completion | CodeCode Available | 1 | 5 |
| DeepVoxNet2: Yet another CNN framework | Nov 17, 2022 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Data Augmentation-free Unsupervised Learning for 3D Point Cloud Understanding | Oct 6, 2022 | 3D Object ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
