| MeshSegmenter: Zero-Shot Mesh Semantic Segmentation via Texture Synthesis | Jul 18, 2024 | 3D Semantic SegmentationSegmentation | CodeCode Available | 1 |
| ViLLa: Video Reasoning Segmentation with Large Language Model | Jul 18, 2024 | Image SegmentationLanguage Modeling | CodeCode Available | 1 |
| FADE: A Task-Agnostic Upsampling Operator for Encoder-Decoder Architectures | Jul 18, 2024 | DecoderFeature Upsampling | CodeCode Available | 1 |
| Latent Diffusion for Medical Image Segmentation: End to end learning for fast sampling and accuracy | Jul 17, 2024 | DenoisingImage Denoising | CodeCode Available | 1 |
| Progressive Proxy Anchor Propagation for Unsupervised Semantic Segmentation | Jul 17, 2024 | Contrastive LearningSegmentation | CodeCode Available | 1 |
| FastSAM-3DSlicer: A 3D-Slicer Extension for 3D Volumetric Segment Anything Model with Uncertainty Quantification | Jul 17, 2024 | CPUDomain Adaptation | CodeCode Available | 1 |
| Dual-level Adaptive Self-Labeling for Novel Class Discovery in Point Cloud Segmentation | Jul 17, 2024 | ClusteringNovel Class Discovery | CodeCode Available | 1 |
| OAM-TCD: A globally diverse dataset of high-resolution tree cover maps | Jul 16, 2024 | Semantic Segmentation | CodeCode Available | 1 |
| Mitigating Background Shift in Class-Incremental Semantic Segmentation | Jul 16, 2024 | Class Incremental LearningClass-Incremental Semantic Segmentation | CodeCode Available | 1 |
| Stepping Stones: A Progressive Training Strategy for Audio-Visual Semantic Segmentation | Jul 16, 2024 | Decoderglobal-optimization | CodeCode Available | 1 |
| SGIFormer: Semantic-guided and Geometric-enhanced Interleaving Transformer for 3D Instance Segmentation | Jul 16, 2024 | 3D Instance SegmentationDecoder | CodeCode Available | 1 |
| The Devil is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-supervised Medical Image Segmentation | Jul 16, 2024 | Domain GeneralizationImage Segmentation | CodeCode Available | 1 |
| Deep ContourFlow: Advancing Active Contours with Deep Learning | Jul 15, 2024 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| Finding Meaning in Points: Weakly Supervised Semantic Segmentation for Event Cameras | Jul 15, 2024 | Contrastive LearningSegmentation | CodeCode Available | 1 |
| No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations | Jul 15, 2024 | AllImage Retrieval | CodeCode Available | 1 |
| WPS-SAM: Towards Weakly-Supervised Part Segmentation with Foundation Models | Jul 14, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Visual Prompt Selection for In-Context Learning Segmentation | Jul 14, 2024 | DiversityImage Segmentation | CodeCode Available | 1 |
| Part2Object: Hierarchical Unsupervised 3D Instance Segmentation | Jul 14, 2024 | 3D Instance SegmentationClustering | CodeCode Available | 1 |
| RAPiD-Seg: Range-Aware Pointwise Distance Distribution Networks for 3D LiDAR Segmentation | Jul 14, 2024 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 |
| 3D Weakly Supervised Semantic Segmentation with 2D Vision-Language Guidance | Jul 13, 2024 | 3D Semantic SegmentationLanguage Modelling | CodeCode Available | 1 |
| TASeg: Temporal Aggregation Network for LiDAR Semantic Segmentation | Jul 13, 2024 | LIDAR Semantic SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Textual Query-Driven Mask Transformer for Domain Generalized Segmentation | Jul 12, 2024 | Domain GeneralizationObject | CodeCode Available | 1 |
| FANet: Feature Amplification Network for Semantic Segmentation in Cluttered Background | Jul 12, 2024 | Semantic Segmentation | CodeCode Available | 1 |
| FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification | Jul 11, 2024 | Domain AdaptationFairness | CodeCode Available | 1 |
| Explore the Potential of CLIP for Training-Free Open Vocabulary Semantic Segmentation | Jul 11, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Unified Embedding Alignment for Open-Vocabulary Video Instance Segmentation | Jul 10, 2024 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Weakly-supervised Medical Image Segmentation with Gaze Annotations | Jul 10, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| ActionVOS: Actions as Prompts for Video Object Segmentation | Jul 10, 2024 | ObjectReferring Video Object Segmentation | CodeCode Available | 1 |
| Swin SMT: Global Sequential Modeling in 3D Medical Image Segmentation | Jul 10, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Deformation-Recovery Diffusion Model (DRDM): Instance Deformation for Image Manipulation and Synthesis | Jul 10, 2024 | Data AugmentationFew-Shot Learning | CodeCode Available | 1 |
| Pseudo-RIS: Distinctive Pseudo-supervision Generation for Referring Image Segmentation | Jul 10, 2024 | Image CaptioningImage Segmentation | CodeCode Available | 1 |
| Trainable Highly-expressive Activation Functions | Jul 10, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| High-Resolution Cloud Detection Network | Jul 10, 2024 | Cloud DetectionSemantic Segmentation | CodeCode Available | 1 |
| AnatoMask: Enhancing Medical Image Segmentation with Reconstruction-guided Self-masking | Jul 9, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| ItTakesTwo: Leveraging Peer Representations for Semi-supervised LiDAR Semantic Segmentation | Jul 9, 2024 | Contrastive LearningLIDAR Semantic Segmentation | CodeCode Available | 1 |
| ProtoSAM: One-Shot Medical Image Segmentation With Foundational Models | Jul 9, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| CaRe-Ego: Contact-aware Relationship Modeling for Egocentric Interactive Hand-object Segmentation | Jul 8, 2024 | DecoderObject | CodeCode Available | 1 |
| Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image Segmentation | Jul 7, 2024 | DecoderImage Segmentation | CodeCode Available | 1 |
| Beyond Pixels: Semi-Supervised Semantic Segmentation with a Multi-scale Patch-based Multi-Label Classifier | Jul 4, 2024 | Pseudo LabelSegmentation | CodeCode Available | 1 |
| Knowledge Transfer with Simulated Inter-Image Erasing for Weakly Supervised Semantic Segmentation | Jul 3, 2024 | ObjectObject Discovery | CodeCode Available | 1 |
| An Uncertainty-guided Tiered Self-training Framework for Active Source-free Domain Adaptation in Prostate Segmentation | Jul 3, 2024 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| Occlusion-Aware Seamless Segmentation | Jul 2, 2024 | BenchmarkingDomain Adaptation | CodeCode Available | 1 |
| Multi-Grained Contrast for Data-Efficient Unsupervised Representation Learning | Jul 2, 2024 | Contrastive LearningInstance Segmentation | CodeCode Available | 1 |
| MTMamba: Enhancing Multi-Task Dense Scene Understanding by Mamba-Based Decoders | Jul 2, 2024 | Boundary DetectionHuman Parsing | CodeCode Available | 1 |
| CSFNet: A Cosine Similarity Fusion Network for Real-Time RGB-X Semantic Segmentation of Driving Scenes | Jul 1, 2024 | Autonomous VehiclesImage Segmentation | CodeCode Available | 1 |
| Parallax-tolerant Image Stitching via Segmentation-guided Multi-homography Warping | Jun 28, 2024 | Image SegmentationImage Stitching | CodeCode Available | 1 |
| SimTxtSeg: Weakly-Supervised Medical Image Segmentation with Simple Text Cues | Jun 27, 2024 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 |
| Few-Shot Medical Image Segmentation with High-Fidelity Prototypes | Jun 26, 2024 | Few-Shot Semantic SegmentationImage Segmentation | CodeCode Available | 1 |
| Domain Adaptation of Echocardiography Segmentation Via Reinforcement Learning | Jun 25, 2024 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| Test-Time Generative Augmentation for Medical Image Segmentation | Jun 25, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
