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Semantic Segmentation

40 papers

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Papers

D$^2$-Former: Mixture-Of-Experts Guided Dual Transformer for Multi-Scale Medical Image Segmentation MIDL 2026
PAGET: Hierarchical Multi-Teacher Knowledge Distillation for Comprehensive Tumor Microenvironment Segmentation MIDL 2026
Three Cars Approaching within 100m! Enhancing Distant Geometry by Tri-Axis Voxel Scanning for Camera-based Semantic Scene Completion CVPR 2025
VoxelSplat: Dynamic Gaussian Splatting as an Effective Loss for Occupancy and Flow Prediction CVPR 2025
OccMamba: Semantic Occupancy Prediction with State Space Models CVPR 2025
Exact: Exploring Space-Time Perceptive Clues for Weakly Supervised Satellite Image Time Series Semantic Segmentation CVPR 2025
Advancing Medical Image Segmentation with Self-Supervised Learning: A 3D Student-Teacher Approach for Cardiac and Neurological Imaging MIDL 2025
Effective Disjoint Representational Learning for Anatomical Segmentation MIDL 2025
How to select slices for annotation to train best-performing deep learning segmentation models for cross-sectional medical images? MIDL 2025
MedCL: Learn Consistent Anatomy Distribution for Scribble-supervised Medical Image Segmentation MIDL 2025
Task-Disruptive Background Suppression for Few-Shot Segmentation AAAI 2024
Rethinking Interactive Image Segmentation with Low Latency High Quality and Diverse Prompts CVPR 2024
PanoOcc: Unified Occupancy Representation for Camera-based 3D Panoptic Segmentation CVPR 2024
Stroke Extraction of Chinese Character Based on Deep Structure Deformable Image Registration AAAI 2023
Weakly-Supervised Domain Adaptive Semantic Segmentation With Prototypical Contrastive Learning CVPR 2023
SASA: Semantics-Augmented Set Abstraction for Point-Based 3D Object Detection AAAI 2022
CDGNet: Class Distribution Guided Network for Human Parsing CVPR 2022
SWEM: Towards Real-Time Video Object Segmentation With Sequential Weighted Expectation-Maximization CVPR 2022
Region-aware Global Context Modeling for Automatic Nerve Segmentation from Ultrasound Images AAAI 2021
Detection and Prediction of Nutrient Deficiency Stress using Longitudinal Aerial Imagery AAAI 2021
Over-MAP: Structural Attention Mechanism and Automated Semantic Segmentation Ensembled for Uncertainty Prediction AAAI 2021
Rethinking Text Segmentation: A Novel Dataset and a Text-Specific Refinement Approach CVPR 2021
Look Closer To Segment Better: Boundary Patch Refinement for Instance Segmentation CVPR 2021
VS-Net: Voting With Segmentation for Visual Localization CVPR 2021
TextScanner: Reading Characters in Order for Robust Scene Text Recognition AAAI 2020