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Semantic Segmentation
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
UINO-FSS: Unifying Representation Learning and Few-shot Segmentation via Hierarchical Distillation and Mamba-HyperCorrelation
point2vec for Self-Supervised Representation Learning on Point Clouds
SeC: Advancing Complex Video Object Segmentation via Progressive Concept Construction
Automatic Classification and Segmentation of Tunnel Cracks Based on Deep Learning and Visual Explanations
A Privacy-Preserving Semantic-Segmentation Method Using Domain-Adaptation Technique
Unified Medical Image Segmentation with State Space Modeling Snake
SCORE: Scene Context Matters in Open-Vocabulary Remote Sensing Instance Segmentation
DiffOSeg: Omni Medical Image Segmentation via Multi-Expert Collaboration Diffusion Model
SAMST: A Transformer framework based on SAM pseudo label filtering for remote sensing semi-supervised semantic segmentation
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation
Alleviating Textual Reliance in Medical Language-guided Segmentation via Prototype-driven Semantic Approximation
Tomato Multi-Angle Multi-Pose Dataset for Fine-Grained Phenotyping
HANS-Net: Hyperbolic Convolution and Adaptive Temporal Attention for Accurate and Generalizable Liver and Tumor Segmentation in CT Imaging
U-RWKV: Lightweight medical image segmentation with direction-adaptive RWKV
MoVieS: Motion-Aware 4D Dynamic View Synthesis in One Second
DEARLi: Decoupled Enhancement of Recognition and Localization for Semi-supervised Panoptic Segmentation
Transferring Styles for Reduced Texture Bias and Improved Robustness in Semantic Segmentation Networks
A New Dataset and Performance Benchmark for Real-time Spacecraft Segmentation in Onboard Flight Computers
Prompt Engineering in Segment Anything Model: Methodologies, Applications, and Emerging Challenges
Memory-Augmented SAM2 for Training-Free Surgical Video Segmentation
Admissibility of Stein Shrinkage for Batch Normalization in the Presence of Adversarial Attacks
MUVOD: A Novel Multi-view Video Object Segmentation Dataset and A Benchmark for 3D Segmentation
Rethinking Query-based Transformer for Continual Image Segmentation
HNOSeg-XS: Extremely Small Hartley Neural Operator for Efficient and Resolution-Robust 3D Image Segmentation
DreamGrasp: Zero-Shot 3D Multi-Object Reconstruction from Partial-View Images for Robotic Manipulation
SPADE: Spatial-Aware Denoising Network for Open-vocabulary Panoptic Scene Graph Generation with Long- and Local-range Context Reasoning
Empowering Bridge Digital Twins by Bridging the Data Gap with a Unified Synthesis Framework
Just Say Better or Worse: A Human-AI Collaborative Framework for Medical Image Segmentation Without Manual Annotations
I$^2$R: Inter and Intra-image Refinement in Few Shot Segmentation
Beyond Appearance: Geometric Cues for Robust Video Instance Segmentation
RSRefSeg 2: Decoupling Referring Remote Sensing Image Segmentation with Foundation Models
LIRA: Inferring Segmentation in Large Multi-modal Models with Local Interleaved Region Assistance
Beyond One Shot, Beyond One Perspective: Cross-View and Long-Horizon Distillation for Better LiDAR Representations
OpenWorldSAM: Extending SAM2 for Universal Image Segmentation with Language Prompts
NRSeg: Noise-Resilient Learning for BEV Semantic Segmentation via Driving World Models
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.