| Applying Conditional Generative Adversarial Networks for Imaging Diagnosis | Jul 17, 2024 | Deep LearningImage Segmentation | —Unverified | 0 |
| Data-driven Verification of DNNs for Object Recognition | Jul 17, 2024 | Image SegmentationObject | —Unverified | 0 |
| Latent Diffusion for Medical Image Segmentation: End to end learning for fast sampling and accuracy | Jul 17, 2024 | DenoisingImage Denoising | 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 |
| ColorMAE: Exploring data-independent masking strategies in Masked AutoEncoders | Jul 17, 2024 | Image ClassificationInstance Segmentation | CodeCode Available | 0 |
| Serialized Point Mamba: A Serialized Point Cloud Mamba Segmentation Model | Jul 17, 2024 | 3D Instance Segmentation3D Reconstruction | —Unverified | 0 |
| Weighting Pseudo-Labels via High-Activation Feature Index Similarity and Object Detection for Semi-Supervised Segmentation | Jul 17, 2024 | object-detectionObject Detection | CodeCode Available | 0 |
| Benchmarking Robust Self-Supervised Learning Across Diverse Downstream Tasks | Jul 17, 2024 | Adversarial RobustnessBenchmarking | CodeCode Available | 0 |
| Dual-level Adaptive Self-Labeling for Novel Class Discovery in Point Cloud Segmentation | Jul 17, 2024 | ClusteringNovel Class Discovery | CodeCode Available | 1 |
| Progressive Proxy Anchor Propagation for Unsupervised Semantic Segmentation | Jul 17, 2024 | Contrastive LearningSegmentation | CodeCode Available | 1 |
| Close the Sim2real Gap via Physically-based Structured Light Synthetic Data Simulation | Jul 17, 2024 | Dataset GenerationDeep Learning | —Unverified | 0 |
| ClearCLIP: Decomposing CLIP Representations for Dense Vision-Language Inference | Jul 17, 2024 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | —Unverified | 0 |
| Instance-wise Uncertainty for Class Imbalance in Semantic Segmentation | Jul 17, 2024 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Generative AI Driven Task-Oriented Adaptive Semantic Communications | Jul 16, 2024 | Instance Segmentationobject-detection | —Unverified | 0 |
| 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 |
| OAM-TCD: A globally diverse dataset of high-resolution tree cover maps | Jul 16, 2024 | Semantic Segmentation | CodeCode Available | 1 |
| Learning Modality-agnostic Representation for Semantic Segmentation from Any Modalities | Jul 16, 2024 | Knowledge DistillationSemantic Segmentation | —Unverified | 0 |
| Mitigating Background Shift in Class-Incremental Semantic Segmentation | Jul 16, 2024 | Class Incremental LearningClass-Incremental Semantic Segmentation | CodeCode Available | 1 |
| LoRA-PT: Low-Rank Adapting UNETR for Hippocampus Segmentation Using Principal Tensor Singular Values and Vectors | Jul 16, 2024 | BraTS2021Hippocampus | CodeCode Available | 0 |
| FoodMem: Near Real-time and Precise Food Video Segmentation | Jul 16, 2024 | SegmentationSemantic Segmentation | —Unverified | 0 |
| TCFormer: Visual Recognition via Token Clustering Transformer | Jul 16, 2024 | Clusteringimage-classification | CodeCode Available | 3 |
| Crowd-SAM: SAM as a Smart Annotator for Object Detection in Crowded Scenes | Jul 16, 2024 | Human Instance SegmentationInstance Segmentation | CodeCode Available | 2 |
| Centering the Value of Every Modality: Towards Efficient and Resilient Modality-agnostic Semantic Segmentation | Jul 16, 2024 | Semantic Segmentation | —Unverified | 0 |
| Leveraging Segment Anything Model in Identifying Buildings within Refugee Camps (SAM4Refugee) from Satellite Imagery for Humanitarian Operations | Jul 16, 2024 | HumanitarianSemantic Segmentation | CodeCode Available | 0 |
| XEdgeAI: A Human-centered Industrial Inspection Framework with Data-centric Explainable Edge AI Approach | Jul 16, 2024 | Data AugmentationExplanation Generation | CodeCode Available | 0 |
| Stepping Stones: A Progressive Training Strategy for Audio-Visual Semantic Segmentation | Jul 16, 2024 | Decoderglobal-optimization | CodeCode Available | 1 |
| VISA: Reasoning Video Object Segmentation via Large Language Models | Jul 16, 2024 | DecoderObject | CodeCode Available | 3 |
| Improving Unsupervised Video Object Segmentation via Fake Flow Generation | Jul 16, 2024 | Objectobject-detection | —Unverified | 0 |
| SGIFormer: Semantic-guided and Geometric-enhanced Interleaving Transformer for 3D Instance Segmentation | Jul 16, 2024 | 3D Instance SegmentationDecoder | CodeCode Available | 1 |
| SFPNet: Sparse Focal Point Network for Semantic Segmentation on General LiDAR Point Clouds | Jul 16, 2024 | LIDAR Semantic SegmentationSemantic Segmentation | CodeCode Available | 2 |
| M18K: A Comprehensive RGB-D Dataset and Benchmark for Mushroom Detection and Instance Segmentation | Jul 15, 2024 | Instance SegmentationSegmentation | CodeCode Available | 0 |
| Distributed Semantic Segmentation with Efficient Joint Source and Task Decoding | Jul 15, 2024 | DecoderDistributed Computing | —Unverified | 0 |
| Efficient In-Context Medical Segmentation with Meta-driven Visual Prompt Selection | Jul 15, 2024 | Image SegmentationIn-Context Learning | —Unverified | 0 |
| 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 |
| Automated Label Unification for Multi-Dataset Semantic Segmentation with GNNs | Jul 15, 2024 | Semantic Segmentation | —Unverified | 0 |
| Joint-Embedding Predictive Architecture for Self-Supervised Learning of Mask Classification Architecture | Jul 15, 2024 | DecoderImage Segmentation | —Unverified | 0 |
| Adaptive Patch Contrast for Weakly Supervised Semantic Segmentation | Jul 15, 2024 | Contrastive LearningSemantic Segmentation | —Unverified | 0 |
| Deep ContourFlow: Advancing Active Contours with Deep Learning | Jul 15, 2024 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| Can Textual Semantics Mitigate Sounding Object Segmentation Preference? | Jul 15, 2024 | Language ModellingLarge Language Model | CodeCode Available | 0 |
| Part2Object: Hierarchical Unsupervised 3D Instance Segmentation | Jul 14, 2024 | 3D Instance SegmentationClustering | CodeCode Available | 1 |
| HSFusion: A high-level vision task-driven infrared and visible image fusion network via semantic and geometric domain transformation | Jul 14, 2024 | Infrared And Visible Image FusionSemantic Segmentation | —Unverified | 0 |
| WPS-SAM: Towards Weakly-Supervised Part Segmentation with Foundation Models | Jul 14, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Enhancing Weakly-Supervised Histopathology Image Segmentation with Knowledge Distillation on MIL-Based Pseudo-Labels | Jul 14, 2024 | Image SegmentationKnowledge Distillation | CodeCode Available | 0 |
| Shape2Scene: 3D Scene Representation Learning Through Pre-training on Shape Data | Jul 14, 2024 | 3D Object Detection3D Semantic Segmentation | CodeCode Available | 0 |
| RAPiD-Seg: Range-Aware Pointwise Distance Distribution Networks for 3D LiDAR Segmentation | Jul 14, 2024 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 |
| SACNet: A Spatially Adaptive Convolution Network for 2D Multi-organ Medical Segmentation | Jul 14, 2024 | DecoderMedical Image Analysis | —Unverified | 0 |
| Visual Prompt Selection for In-Context Learning Segmentation | Jul 14, 2024 | DiversityImage Segmentation | 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 |
