| 2D Semantic-Guided Semantic Scene Completion | Sep 12, 2024 | 2D Semantic Segmentation3D Semantic Scene Completion | CodeCode Available | 1 | 5 |
| Depth-Wise Convolutions in Vision Transformers for Efficient Training on Small Datasets | Jul 28, 2024 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Beyond Self-Supervision: A Simple Yet Effective Network Distillation Alternative to Improve Backbones | Mar 10, 2021 | Knowledge Distillationobject-detection | CodeCode Available | 1 | 5 |
| DeRIS: Decoupling Perception and Cognition for Enhanced Referring Image Segmentation through Loopback Synergy | Jul 2, 2025 | Data AugmentationGeneralized Referring Expression Segmentation | CodeCode Available | 1 | 5 |
| Anabranch Network for Camouflaged Object Segmentation | May 20, 2021 | BenchmarkingCamouflaged Object Segmentation | CodeCode Available | 1 | 5 |
| DermSynth3D: Synthesis of in-the-wild Annotated Dermatology Images | May 22, 2023 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation | Jun 1, 2023 | DecoderDomain Generalization | CodeCode Available | 1 | 5 |
| 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 | 5 |
| MudrockNet: Semantic Segmentation of Mudrock SEM Images through Deep Learning | Feb 5, 2021 | Deep LearningImage Segmentation | CodeCode Available | 1 | 5 |
| Diffusion for Out-of-Distribution Detection on Road Scenes and Beyond | Jul 22, 2024 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 | 5 |
| Diffusion Features to Bridge Domain Gap for Semantic Segmentation | Jun 2, 2024 | Domain GeneralizationImage Generation | CodeCode Available | 1 | 5 |
| MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality Microscopy | Dec 7, 2022 | Cell SegmentationElectron Microscopy Image Segmentation | CodeCode Available | 1 | 5 |
| Diffusion Model as Representation Learner | Aug 21, 2023 | Denoisingimage-classification | CodeCode Available | 1 | 5 |
| Diffusion-based Data Augmentation for Nuclei Image Segmentation | Oct 22, 2023 | Data AugmentationImage Generation | CodeCode Available | 1 | 5 |
| DilateFormer: Multi-Scale Dilated Transformer for Visual Recognition | Feb 3, 2023 | Instance Segmentationobject-detection | CodeCode Available | 1 | 5 |
| Mugs: A Multi-Granular Self-Supervised Learning Framework | Mar 27, 2022 | Contrastive LearningSelf-Supervised Image Classification | CodeCode Available | 1 | 5 |
| Multi-Compound Transformer for Accurate Biomedical Image Segmentation | Jun 28, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| DifFSS: Diffusion Model for Few-Shot Semantic Segmentation | Jul 3, 2023 | Few-Shot Semantic SegmentationImage Generation | CodeCode Available | 1 | 5 |
| MTMamba: Enhancing Multi-Task Dense Scene Understanding by Mamba-Based Decoders | Jul 2, 2024 | Boundary DetectionHuman Parsing | CodeCode Available | 1 | 5 |
| Adaptive Semantic-Enhanced Denoising Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution | Mar 17, 2024 | DecoderDenoising | CodeCode Available | 1 | 5 |
| Medical Transformer: Gated Axial-Attention for Medical Image Segmentation | Feb 21, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| BPKD: Boundary Privileged Knowledge Distillation For Semantic Segmentation | Jun 13, 2023 | Knowledge DistillationSegmentation | CodeCode Available | 1 | 5 |
| Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation | Mar 18, 2020 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 | 5 |
| BoxVIS: Video Instance Segmentation with Box Annotations | Mar 26, 2023 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance Segmentation | Oct 11, 2022 | Box-supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
