| SegAnyPET: Universal Promptable Segmentation from Positron Emission Tomography Images | Feb 20, 2025 | Image SegmentationSegmentation | CodeCode Available | 1 |
| WeedsGalore: A Multispectral and Multitemporal UAV-based Dataset for Crop and Weed Segmentation in Agricultural Maize Fields | Feb 18, 2025 | Instance SegmentationManagement | CodeCode Available | 1 |
| Leveraging Labelled Data Knowledge: A Cooperative Rectification Learning Network for Semi-supervised 3D Medical Image Segmentation | Feb 17, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| MITO: Enabling Non-Line-of-Sight Perception using Millimeter-waves through Real-World Datasets and Simulation Tools | Feb 14, 2025 | Semantic Segmentation | CodeCode Available | 1 |
| QMaxViT-Unet+: A Query-Based MaxViT-Unet with Edge Enhancement for Scribble-Supervised Segmentation of Medical Images | Feb 14, 2025 | DecoderImage Segmentation | CodeCode Available | 1 |
| SQ-GAN: Semantic Image Communications Using Masked Vector Quantization | Feb 13, 2025 | Image CompressionQuantization | CodeCode Available | 1 |
| HistoSmith: Single-Stage Histology Image-Label Generation via Conditional Latent Diffusion for Enhanced Cell Segmentation and Classification | Feb 12, 2025 | Cell SegmentationImage Generation | CodeCode Available | 1 |
| Hi-End-MAE: Hierarchical encoder-driven masked autoencoders are stronger vision learners for medical image segmentation | Feb 12, 2025 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 |
| Conditional diffusion model with spatial attention and latent embedding for medical image segmentation | Feb 10, 2025 | HippocampusImage Segmentation | CodeCode Available | 1 |
| Gompertz Linear Units: Leveraging Asymmetry for Enhanced Learning Dynamics | Feb 5, 2025 | image-classificationImage Classification | CodeCode Available | 1 |
| UD-Mamba: A pixel-level uncertainty-driven Mamba model for medical image segmentation | Feb 4, 2025 | Image SegmentationMamba | CodeCode Available | 1 |
| Mind the Gap: Evaluating Patch Embeddings from General-Purpose and Histopathology Foundation Models for Cell Segmentation and Classification | Feb 4, 2025 | Cell SegmentationDecoder | CodeCode Available | 1 |
| UNIP: Rethinking Pre-trained Attention Patterns for Infrared Semantic Segmentation | Feb 4, 2025 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| FSPGD: Rethinking Black-box Attacks on Semantic Segmentation | Feb 3, 2025 | Semantic Segmentation | CodeCode Available | 1 |
| Complex Wavelet Mutual Information Loss: A Multi-Scale Loss Function for Semantic Segmentation | Feb 1, 2025 | Semantic Segmentation | CodeCode Available | 1 |
| ContourFormer:Real-Time Contour-Based End-to-End Instance Segmentation Transformer | Jan 29, 2025 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Efficient Redundancy Reduction for Open-Vocabulary Semantic Segmentation | Jan 29, 2025 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| SeqSeg: Learning Local Segments for Automatic Vascular Model Construction | Jan 27, 2025 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| 3DLabelProp: Geometric-Driven Domain Generalization for LiDAR Semantic Segmentation in Autonomous Driving | Jan 24, 2025 | Autonomous DrivingDomain Generalization | CodeCode Available | 1 |
| MPG-SAM 2: Adapting SAM 2 with Mask Priors and Global Context for Referring Video Object Segmentation | Jan 23, 2025 | Referring Expression SegmentationReferring Video Object Segmentation | CodeCode Available | 1 |
| Automatic Labelling & Semantic Segmentation with 4D Radar Tensors | Jan 20, 2025 | Semantic Segmentationvehicle detection | CodeCode Available | 1 |
| MedicoSAM: Towards foundation models for medical image segmentation | Jan 20, 2025 | Image SegmentationInteractive Segmentation | CodeCode Available | 1 |
| Semi-supervised Semantic Segmentation for Remote Sensing Images via Multi-scale Uncertainty Consistency and Cross-Teacher-Student Attention | Jan 18, 2025 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Few-shot Structure-Informed Machinery Part Segmentation with Foundation Models and Graph Neural Networks | Jan 17, 2025 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| HSPFormer: Hierarchical Spatial Perception Transformer for Semantic Segmentation | Jan 16, 2025 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 |
