| Seg-R1: Segmentation Can Be Surprisingly Simple with Reinforcement Learning | Jun 27, 2025 | Foreground Segmentationobject-detection | CodeCode Available | 2 |
| FOCUS: Towards Universal Foreground Segmentation | Jan 9, 2025 | Camouflaged Object SegmentationDefocus Blur Detection | CodeCode Available | 2 |
| PartSTAD: 2D-to-3D Part Segmentation Task Adaptation | Jan 11, 2024 | 3D Part SegmentationForeground Segmentation | CodeCode Available | 2 |
| Explicit Visual Prompting for Universal Foreground Segmentations | May 29, 2023 | Camouflaged Object SegmentationDefocus Blur Detection | CodeCode Available | 2 |
| Explicit Visual Prompting for Low-Level Structure Segmentations | Mar 20, 2023 | Camouflaged Object SegmentationDefocus Blur Detection | CodeCode Available | 2 |
| Visual Prompting via Image Inpainting | Sep 1, 2022 | ColorizationEdge Detection | CodeCode Available | 2 |
| E-InMeMo: Enhanced Prompting for Visual In-Context Learning | Apr 25, 2025 | Foreground SegmentationIn-Context Learning | CodeCode Available | 1 |
| PraNet-V2: Dual-Supervised Reverse Attention for Medical Image Segmentation | Apr 15, 2025 | Foreground SegmentationImage Segmentation | CodeCode Available | 1 |
| Instruct Me More! Random Prompting for Visual In-Context Learning | Nov 7, 2023 | Foreground SegmentationIn-Context Learning | CodeCode Available | 1 |
| ZBS: Zero-shot Background Subtraction via Instance-level Background Modeling and Foreground Selection | Mar 26, 2023 | Foreground SegmentationObject | CodeCode Available | 1 |
| Exploring the Interactive Guidance for Unified and Effective Image Matting | May 17, 2022 | Foreground SegmentationImage Matting | CodeCode Available | 1 |
| Autoencoder-based background reconstruction and foreground segmentation with background noise estimation | Dec 15, 2021 | Foreground SegmentationSegmentation | CodeCode Available | 1 |
| Real-time Instance Segmentation with Discriminative Orientation Maps | Jun 23, 2021 | Foreground SegmentationInstance Segmentation | CodeCode Available | 1 |
| A De-raining semantic segmentation network for real-time foreground segmentation | Apr 16, 2021 | DecoderForeground Segmentation | CodeCode Available | 1 |
| "What's This?" -- Learning to Segment Unknown Objects from Manipulation Sequences | Nov 6, 2020 | Foreground SegmentationObject | CodeCode Available | 1 |
| Neural Head Reenactment with Latent Pose Descriptors | Apr 24, 2020 | Foreground SegmentationImage Reconstruction | CodeCode Available | 1 |
| Foreground Segmentation Using a Triplet Convolutional Neural Network for Multiscale Feature Encoding | Jan 7, 2018 | Change DetectionDecoder | CodeCode Available | 1 |
| One-Shot Video Object Segmentation | Nov 16, 2016 | Foreground SegmentationObject | CodeCode Available | 1 |
| Vision-Centric Representation-Efficient Fine-Tuning for Robust Universal Foreground Segmentation | Apr 20, 2025 | AttributeForeground Segmentation | —Unverified | 0 |
| A Unified Framework for Foreground and Anonymization Area Segmentation in CT and MRI Data | Jan 8, 2025 | Computational EfficiencyForeground Segmentation | CodeCode Available | 0 |
| MRI Breast tissue segmentation using nnU-Net for biomechanical modeling | Nov 27, 2024 | 3D ReconstructionDiagnostic | —Unverified | 0 |
| CLOVER: Context-aware Long-term Object Viewpoint- and Environment- Invariant Representation Learning | Jul 12, 2024 | Foreground SegmentationObject | —Unverified | 0 |
| Towards Global Optimal Visual In-Context Learning Prompt Selection | May 24, 2024 | ColorizationForeground Segmentation | —Unverified | 0 |
| MUSTAN: Multi-scale Temporal Context as Attention for Robust Video Foreground Segmentation | Feb 1, 2024 | Foreground SegmentationOptical Flow Estimation | —Unverified | 0 |
| Kernel Adaptive Convolution for Scene Text Detection via Distance Map Prediction | Jan 1, 2024 | Foreground SegmentationScene Text Detection | —Unverified | 0 |
