| Beyond Self-Supervision: A Simple Yet Effective Network Distillation Alternative to Improve Backbones | Mar 10, 2021 | Knowledge Distillationobject-detection | CodeCode Available | 1 |
| Anabranch Network for Camouflaged Object Segmentation | May 20, 2021 | BenchmarkingCamouflaged Object Segmentation | CodeCode Available | 1 |
| Beyond Semantic to Instance Segmentation: Weakly-Supervised Instance Segmentation via Semantic Knowledge Transfer and Self-Refinement | Sep 20, 2021 | Image-level Supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| 3D-to-2D Distillation for Indoor Scene Parsing | Apr 6, 2021 | Scene ParsingSemantic Parsing | CodeCode Available | 1 |
| An Accelerated Pipeline for Multi-label Renal Pathology Image Segmentation at the Whole Slide Image Level | May 23, 2023 | GPUImage Segmentation | CodeCode Available | 1 |
| Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation | Apr 21, 2022 | DecoderFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Iterative Loop Method Combining Active and Semi-Supervised Learning for Domain Adaptive Semantic Segmentation | Jan 31, 2023 | Active LearningDomain Adaptation | CodeCode Available | 1 |
| Iteratively Trained Interactive Segmentation | May 11, 2018 | Interactive SegmentationObject | CodeCode Available | 1 |
| BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature Analysis | Mar 16, 2025 | 3D Semantic SegmentationData Augmentation | CodeCode Available | 1 |
| Iterative Reorganization with Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning | Dec 2, 2018 | General Classificationimage-classification | CodeCode Available | 1 |
| BHSD: A 3D Multi-Class Brain Hemorrhage Segmentation Dataset | Aug 22, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Jaccard Metric Losses: Optimizing the Jaccard Index with Soft Labels | Feb 11, 2023 | Knowledge DistillationSemantic Segmentation | CodeCode Available | 1 |
| Dense Unsupervised Learning for Video Segmentation | Nov 11, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Bi-Classifier Determinacy Maximization for Unsupervised Domain Adaptation | Dec 13, 2020 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| Bi-Directional Attention for Joint Instance and Semantic Segmentation in Point Clouds | Mar 11, 2020 | Instance SegmentationMulti-Task Learning | CodeCode Available | 1 |
| Joint Inductive and Transductive Learning for Video Object Segmentation | Aug 8, 2021 | Inductive LearningObject | CodeCode Available | 1 |
| Bi-Directional ConvLSTM U-Net with Densley Connected Convolutions | Aug 31, 2019 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Boundary-preserving Mask R-CNN | Jul 17, 2020 | Instance SegmentationObject | CodeCode Available | 1 |
| Breaking Shortcut: Exploring Fully Convolutional Cycle-Consistency for Video Correspondence Learning | May 12, 2021 | Landmark TrackingPose Tracking | CodeCode Available | 1 |
| Depth Based Semantic Scene Completion with Position Importance Aware Loss | Jan 29, 2020 | 3D Semantic SegmentationPosition | CodeCode Available | 1 |
| Detection and Segmentation of Lesion Areas in Chest CT Scans For The Prediction of COVID-19 | Oct 26, 2020 | COVID-19 DiagnosisCOVID-19 Image Segmentation | CodeCode Available | 1 |
| Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation | Mar 18, 2020 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| 1st Place Solution of The Robust Vision Challenge 2022 Semantic Segmentation Track | Oct 23, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Bidirectional Learning for Domain Adaptation of Semantic Segmentation | Apr 24, 2019 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| An Alternative to WSSS? An Empirical Study of the Segment Anything Model (SAM) on Weakly-Supervised Semantic Segmentation Problems | May 2, 2023 | Pseudo LabelSemantic Segmentation | CodeCode Available | 1 |
| Bidirectional Projection Network for Cross Dimension Scene Understanding | Mar 26, 2021 | 2D Semantic Segmentation3D Semantic Segmentation | CodeCode Available | 1 |
| 3D U^2-Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation | Sep 4, 2019 | image-classificationImage Classification | CodeCode Available | 1 |
| CDAC: Cross-domain Attention Consistency in Transformer for Domain Adaptive Semantic Segmentation | Jan 1, 2023 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| Bidirectional Self-Training with Multiple Anisotropic Prototypes for Domain Adaptive Semantic Segmentation | Apr 16, 2022 | Domain AdaptationPseudo Label | CodeCode Available | 1 |
| Knowledge Transfer and Domain Adaptation for Fine-Grained Remote Sensing Image Segmentation | Dec 9, 2024 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| E1D3 U-Net for Brain Tumor Segmentation: Submission to the RSNA-ASNR-MICCAI BraTS 2021 Challenge | Oct 6, 2021 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 |
| FAPIS: A Few-shot Anchor-free Part-based Instance Segmenter | Mar 31, 2021 | Few-shot Instance SegmentationFew-Shot Learning | CodeCode Available | 1 |
| BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation | Oct 27, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Object Segmentation Without Labels with Large-Scale Generative Models | Jun 8, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| 3D-UCaps: 3D Capsules Unet for Volumetric Image Segmentation | Mar 16, 2022 | HippocampusImage Segmentation | CodeCode Available | 1 |
| Bilateral Network with Residual U-blocks and Dual-Guided Attention for Real-time Semantic Segmentation | Oct 31, 2023 | Real-Time Semantic SegmentationSemantic Segmentation | CodeCode Available | 1 |
| DenseCLIP: Language-Guided Dense Prediction with Context-Aware Prompting | Dec 2, 2021 | Image-text matchingInstance Segmentation | CodeCode Available | 1 |
| Bi-level Learning of Task-Specific Decoders for Joint Registration and One-Shot Medical Image Segmentation | Jan 1, 2024 | Data AugmentationImage Segmentation | CodeCode Available | 1 |
| CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image Segmentation | Nov 22, 2022 | DisentanglementDomain Generalization | CodeCode Available | 1 |
| Label-efficient Segmentation via Affinity Propagation | Oct 16, 2023 | Box-supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Dense Contrastive Learning for Self-Supervised Visual Pre-Training | Nov 18, 2020 | Contrastive Learningimage-classification | CodeCode Available | 1 |
| BIMCV COVID-19+: a large annotated dataset of RX and CT images from COVID-19 patients | Jun 1, 2020 | Computed Tomography (CT)Diagnostic | CodeCode Available | 1 |
| Bi-Mix: Bidirectional Mixing for Domain Adaptive Nighttime Semantic Segmentation | Nov 19, 2021 | Autonomous DrivingImage Relighting | CodeCode Available | 1 |
| CEKD: Cross-Modal Edge-Privileged Knowledge Distillation for Semantic Scene Understanding Using Only Thermal Images | Feb 22, 2023 | Knowledge DistillationScene Understanding | CodeCode Available | 1 |
| LACV-Net: Semantic Segmentation of Large-Scale Point Cloud Scene via Local Adaptive and Comprehensive VLAD | Oct 12, 2022 | Autonomous DrivingSegmentation | CodeCode Available | 1 |
| Accelerating Volumetric Medical Image Annotation via Short-Long Memory SAM 2 | May 3, 2025 | Computed Tomography (CT)Semantic Segmentation | CodeCode Available | 1 |
| Extract Free Dense Labels from CLIP | Dec 2, 2021 | Novel ConceptsOpen Vocabulary Panoptic Segmentation | CodeCode Available | 1 |
| Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot Segmentation | Jul 18, 2022 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| LaMPP: Language Models as Probabilistic Priors for Perception and Action | Feb 3, 2023 | Activity RecognitionDecision Making | CodeCode Available | 1 |
| On the Connection between Local Attention and Dynamic Depth-wise Convolution | Jun 8, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
