| Strip Pooling: Rethinking Spatial Pooling for Scene Parsing | Mar 30, 2020 | Scene ParsingSemantic Segmentation | CodeCode Available | 1 |
| Exploring Transfer Learning in Medical Image Segmentation using Vision-Language Models | Aug 15, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Extending Maps with Semantic and Contextual Object Information for Robot Navigation: a Learning-Based Framework using Visual and Depth Cues | Mar 13, 2020 | ObjectRobot Navigation | CodeCode Available | 1 |
| FADE: Fusing the Assets of Decoder and Encoder for Task-Agnostic Upsampling | Jul 21, 2022 | DecoderFeature Upsampling | CodeCode Available | 1 |
| TSP-Transformer: Task-Specific Prompts Boosted Transformer for Holistic Scene Understanding | Nov 6, 2023 | Boundary DetectionDepth Estimation | CodeCode Available | 1 |
| TTD: Text-Tag Self-Distillation Enhancing Image-Text Alignment in CLIP to Alleviate Single Tag Bias | Mar 30, 2024 | Multi-Label Text ClassificationOpen Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| Vector Quantized Bayesian Neural Network Inference for Data Streams | Jul 12, 2019 | Semantic Segmentation | CodeCode Available | 1 |
| TTT-Unet: Enhancing U-Net with Test-Time Training Layers for Biomedical Image Segmentation | Sep 17, 2024 | Cell SegmentationImage Segmentation | CodeCode Available | 1 |
| BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture | Jul 1, 2020 | DecoderDenoising | CodeCode Available | 1 |
| Tukey-Inspired Video Object Segmentation | Nov 19, 2018 | ObjectSegmentation | CodeCode Available | 1 |
| Fast Point Transformer | Dec 9, 2021 | 3D Semantic SegmentationComputational Efficiency | CodeCode Available | 1 |
| 1st Place Solutions for OpenImage2019 -- Object Detection and Instance Segmentation | Mar 17, 2020 | General ClassificationInstance Segmentation | CodeCode Available | 1 |
| BiPVL-Seg: Bidirectional Progressive Vision-Language Fusion with Global-Local Alignment for Medical Image Segmentation | Mar 30, 2025 | cross-modal alignmentImage Segmentation | CodeCode Available | 1 |
| Twins: Revisiting the Design of Spatial Attention in Vision Transformers | Apr 28, 2021 | Image ClassificationSemantic Segmentation | CodeCode Available | 1 |
| Exploring Simple Open-Vocabulary Semantic Segmentation | Jan 22, 2024 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| Differentiable Soft-Masked Attention | Jun 1, 2022 | ObjectSegmentation | CodeCode Available | 1 |
| Bird's-Eye-View Panoptic Segmentation Using Monocular Frontal View Images | Aug 6, 2021 | Depth EstimationPanoptic Segmentation | CodeCode Available | 1 |
| U3M: Unbiased Multiscale Modal Fusion Model for Multimodal Semantic Segmentation | May 24, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| An End-to-end Framework For Low-Resolution Remote Sensing Semantic Segmentation | Mar 17, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Exploring Smoothness and Class-Separation for Semi-supervised Medical Image Segmentation | Mar 2, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| BirdSoundsDenoising: Deep Visual Audio Denoising for Bird Sounds | Oct 18, 2022 | Audio DenoisingDenoising | CodeCode Available | 1 |
| Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation | May 23, 2021 | Domain AdaptationSegmentation | CodeCode Available | 1 |
| Ultrasound SAM Adapter: Adapting SAM for Breast Lesion Segmentation in Ultrasound Images | Apr 23, 2024 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Exploring Relational Context for Multi-Task Dense Prediction | Apr 28, 2021 | Neural Architecture SearchPrediction | CodeCode Available | 1 |
| BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation | Aug 2, 2018 | Dichotomous Image SegmentationReal-Time Semantic Segmentation | CodeCode Available | 1 |
| Exploring Semantic Consistency and Style Diversity for Domain Generalized Semantic Segmentation | Dec 16, 2024 | DiversitySemantic Segmentation | CodeCode Available | 1 |
| Exploring Sparse Visual Prompt for Domain Adaptive Dense Prediction | Mar 17, 2023 | Depth EstimationDomain Adaptation | CodeCode Available | 1 |
| DifFSS: Diffusion Model for Few-Shot Semantic Segmentation | Jul 3, 2023 | Few-Shot Semantic SegmentationImage Generation | CodeCode Available | 1 |
| AdaptiveClick: Clicks-aware Transformer with Adaptive Focal Loss for Interactive Image Segmentation | May 7, 2023 | DecoderImage Segmentation | CodeCode Available | 1 |
| Uncertainty-aware Contrastive Distillation for Incremental Semantic Segmentation | Mar 26, 2022 | Contrastive Learningimage-classification | CodeCode Available | 1 |
| An End-to-End Computer Vision Methodology for Quantitative Metallography | Apr 22, 2021 | Anomaly DetectionImage Inpainting | CodeCode Available | 1 |
| DiffuseExpand: Expanding dataset for 2D medical image segmentation using diffusion models | Apr 26, 2023 | DiversityImage Generation | CodeCode Available | 1 |
| Uncertainty-Participation Context Consistency Learning for Semi-supervised Semantic Segmentation | Dec 23, 2024 | Semantic SegmentationSemi-Supervised Semantic Segmentation | CodeCode Available | 1 |
| Uncertainty quantification in medical image segmentation with normalizing flows | Jun 4, 2020 | DiversityImage Segmentation | CodeCode Available | 1 |
| Bounding Box Tightness Prior for Weakly Supervised Image Segmentation | Oct 3, 2021 | Image SegmentationMultiple Instance Learning | CodeCode Available | 1 |
| Exploring Pre-trained Text-to-Video Diffusion Models for Referring Video Object Segmentation | Mar 18, 2024 | Referring Video Object SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Undoing the Damage of Label Shift for Cross-domain Semantic Segmentation | Apr 12, 2022 | Semantic Segmentation | CodeCode Available | 1 |
| UNesT: Local Spatial Representation Learning with Hierarchical Transformer for Efficient Medical Segmentation | Sep 28, 2022 | Brain SegmentationImage Segmentation | CodeCode Available | 1 |
| Exploring High-quality Target Domain Information for Unsupervised Domain Adaptive Semantic Segmentation | Aug 12, 2022 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 |
| Diffusion Features to Bridge Domain Gap for Semantic Segmentation | Jun 2, 2024 | Domain GeneralizationImage Generation | CodeCode Available | 1 |
| Exploring Fine-Grained Image-Text Alignment for Referring Remote Sensing Image Segmentation | Sep 20, 2024 | Image SegmentationReferring Expression | CodeCode Available | 1 |
| Diffusion Model as Representation Learner | Aug 21, 2023 | Denoisingimage-classification | CodeCode Available | 1 |
| Exploring Long-Sequence Masked Autoencoders | Oct 13, 2022 | Object DetectionSegmentation | CodeCode Available | 1 |
| Exploring the Benefits of Vision Foundation Models for Unsupervised Domain Adaptation | Jun 14, 2024 | Domain AdaptationOut-of-Distribution Generalization | CodeCode Available | 1 |
| Exploring Data-Efficient 3D Scene Understanding with Contrastive Scene Contexts | Dec 16, 2020 | 3D Semantic SegmentationInstance Segmentation | CodeCode Available | 1 |
| Diffusion Models for Implicit Image Segmentation Ensembles | Dec 6, 2021 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 |
| Exploring Cross-Image Pixel Contrast for Semantic Segmentation | Jan 28, 2021 | Metric LearningOptical Character Recognition (OCR) | CodeCode Available | 1 |
| Exploring Effective Factors for Improving Visual In-Context Learning | Apr 10, 2023 | In-Context LearningMeta-Learning | CodeCode Available | 1 |
| DiGA: Distil to Generalize and then Adapt for Domain Adaptive Semantic Segmentation | Apr 5, 2023 | Data AugmentationKnowledge Distillation | CodeCode Available | 1 |
| BoundarySqueeze: Image Segmentation as Boundary Squeezing | May 25, 2021 | Image SegmentationInstance Segmentation | CodeCode Available | 1 |
