| Prototype-Driven and Multi-Expert Integrated Multi-Modal MR Brain Tumor Image Segmentation | Jul 22, 2023 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 |
| Prototype Knowledge Distillation for Medical Segmentation with Missing Modality | Mar 17, 2023 | Image SegmentationKnowledge Distillation | CodeCode Available | 1 |
| Decoupling Common and Unique Representations for Multimodal Self-supervised Learning | Sep 11, 2023 | Scene ClassificationSelf-Supervised Learning | CodeCode Available | 1 |
| Data Augmentation-free Unsupervised Learning for 3D Point Cloud Understanding | Oct 6, 2022 | 3D Object ClassificationContrastive Learning | CodeCode Available | 1 |
| Proximal Splitting Adversarial Attacks for Semantic Segmentation | Jun 14, 2022 | Adversarial AttackSegmentation | CodeCode Available | 1 |
| Zero-Shot Semantic Segmentation | Jun 3, 2019 | General ClassificationSegmentation | CodeCode Available | 1 |
| A Large-Scale Network Construction and Lightweighting Method for Point Cloud Semantic Segmentation | Mar 21, 2024 | Semantic Segmentation | CodeCode Available | 1 |
| Efficient On-device Training via Gradient Filtering | Jan 1, 2023 | Federated Learningimage-classification | CodeCode Available | 1 |
| Pseudo-label Alignment for Semi-supervised Instance Segmentation | Aug 10, 2023 | Instance SegmentationPseudo Label | CodeCode Available | 1 |
| Pseudo-Label Guided Contrastive Learning for Semi-Supervised Medical Image Segmentation | Jan 1, 2023 | Colorectal Gland Segmentation:Contrastive Learning | CodeCode Available | 1 |
| Efficient Regional Memory Network for Video Object Segmentation | Mar 24, 2021 | ObjectOne-shot visual object segmentation | CodeCode Available | 1 |
| DATA: Domain-Aware and Task-Aware Self-supervised Learning | Mar 17, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Automatic Data Augmentation for 3D Medical Image Segmentation | Oct 7, 2020 | Data AugmentationDiversity | CodeCode Available | 1 |
| Efficient Semantic Video Segmentation with Per-frame Inference | Feb 26, 2020 | Knowledge DistillationOptical Flow Estimation | CodeCode Available | 1 |
| Improving Weakly-supervised Video Instance Segmentation by Leveraging Spatio-temporal Consistency | Aug 29, 2024 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup | Sep 15, 2020 | Adversarial RobustnessImage Classification | CodeCode Available | 1 |
| Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation | Feb 7, 2018 | DecoderImage Classification | CodeCode Available | 1 |
| Efficient Medical Image Segmentation Based on Knowledge Distillation | Aug 23, 2021 | Image SegmentationKnowledge Distillation | CodeCode Available | 1 |
| Activate or Not: Learning Customized Activation | Sep 10, 2020 | object-detectionObject Detection | CodeCode Available | 1 |
| Data Efficient 3D Learner via Knowledge Transferred from 2D Model | Mar 16, 2022 | Pseudo LabelSegmentation | CodeCode Available | 1 |
| pyssam -- a Python library for statistical modelling of biomedical shape and appearance | Jan 11, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| PyTorch Connectomics: A Scalable and Flexible Segmentation Framework for EM Connectomics | Dec 10, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Building a Strong Pre-Training Baseline for Universal 3D Large-Scale Perception | May 12, 2024 | object-detectionObject Detection | CodeCode Available | 1 |
| Efficient Inference in Fully Connected CRFs with Gaussian Edge Potentials | Oct 20, 2012 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Data-Free Quantization Through Weight Equalization and Bias Correction | Jun 11, 2019 | Data Free Quantizationobject-detection | CodeCode Available | 1 |
| QTSeg: A Query Token-Based Architecture for Efficient 2D Medical Image Segmentation | Dec 23, 2024 | Breast Cancer DetectionDecoder | CodeCode Available | 1 |
| Efficient Mask Correction for Click-Based Interactive Image Segmentation | Jan 1, 2023 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic Parsing | Mar 8, 2021 | Human ParsingMulti-Person Pose Estimation | CodeCode Available | 1 |
| Evaluation of Segment Anything Model 2: The Role of SAM2 in the Underwater Environment | Aug 6, 2024 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Efficient Multimodal Semantic Segmentation via Dual-Prompt Learning | Dec 1, 2023 | Decoderobject-detection | CodeCode Available | 1 |
| A Learning Strategy for Contrast-agnostic MRI Segmentation | Mar 4, 2020 | Brain SegmentationMRI segmentation | CodeCode Available | 1 |
| Dataset Diffusion: Diffusion-based Synthetic Dataset Generation for Pixel-Level Semantic Segmentation | Sep 25, 2023 | Dataset GenerationSegmentation | CodeCode Available | 1 |
| Decomposed Knowledge Distillation for Class-Incremental Semantic Segmentation | Oct 12, 2022 | Class-Incremental Semantic SegmentationKnowledge Distillation | CodeCode Available | 1 |
| Dataset Enhancement with Instance-Level Augmentations | Jun 12, 2024 | Data AugmentationObject | CodeCode Available | 1 |
| Activation Modulation and Recalibration Scheme for Weakly Supervised Semantic Segmentation | Dec 16, 2021 | Feature ImportanceScene Understanding | CodeCode Available | 1 |
| DatasetGAN: Efficient Labeled Data Factory with Minimal Human Effort | Apr 13, 2021 | DecoderImage Segmentation | CodeCode Available | 1 |
| Efficient Connectivity-Preserving Instance Segmentation with Supervoxel-Based Loss Function | Jan 2, 2025 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Decomposing 3D Scenes into Objects via Unsupervised Volume Segmentation | Apr 2, 2021 | 3D geometryDecoder | CodeCode Available | 1 |
| Rank & Sort Loss for Object Detection and Instance Segmentation | Jul 24, 2021 | Instance SegmentationObject | CodeCode Available | 1 |
| DA-TransUNet: Integrating Spatial and Channel Dual Attention with Transformer U-Net for Medical Image Segmentation | Oct 19, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| UniDA3D: Unified Domain Adaptive 3D Semantic Segmentation Pipeline | Dec 20, 2022 | 3D Semantic SegmentationDomain Adaptation | CodeCode Available | 1 |
| Effect of Prior-based Losses on Segmentation Performance: A Benchmark | Jan 7, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Real3D-Aug: Point Cloud Augmentation by Placing Real Objects with Occlusion Handling for 3D Detection and Segmentation | Jun 15, 2022 | 3D Object DetectionData Augmentation | 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 |
| Real-time Automatic M-mode Echocardiography Measurement with Panel Attention from Local-to-Global Pixels | Aug 15, 2023 | Instance SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Real-time Fusion Network for RGB-D Semantic Segmentation Incorporating Unexpected Obstacle Detection for Road-driving Images | Feb 24, 2020 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| Local Label Point Correction for Edge Detection of Overlapping Cervical Cells | Oct 5, 2020 | Cell SegmentationEdge Detection | CodeCode Available | 1 |
| ALGM: Adaptive Local-then-Global Token Merging for Efficient Semantic Segmentation with Plain Vision Transformers | Jun 14, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| DB-SAM: Delving into High Quality Universal Medical Image Segmentation | Oct 5, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| EditGAN: High-Precision Semantic Image Editing | Nov 4, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
