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Semantic Segmentation

Papers

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Showing 8151–8200 of 14763 papers

TitleStatusHype
FMAS: Fast Multi-Objective SuperNet Architecture Search for Semantic Segmentation—0
Few-Shot 3D Point Cloud Semantic Segmentation via Stratified Class-Specific Attention Based Transformer Network—0
Medical Image Analysis using Deep Relational Learning—0
Learning to Zoom and Unzoom—0
Learning Expressive Prompting With Residuals for Vision Transformers—0
EFEM: Equivariant Neural Field Expectation Maximization for 3D Object Segmentation Without Scene Supervision—0
A Contrastive Learning Scheme with Transformer Innate PatchesCode0
Both Style and Distortion Matter: Dual-Path Unsupervised Domain Adaptation for Panoramic Semantic Segmentation—0
Instant Domain Augmentation for LiDAR Semantic Segmentation—0
SUDS: Scalable Urban Dynamic Scenes—0
OVeNet: Offset Vector Network for Semantic SegmentationCode0
Spatio-Temporal Pixel-Level Contrastive Learning-based Source-Free Domain Adaptation for Video Semantic SegmentationCode0
UnScene3D: Unsupervised 3D Instance Segmentation for Indoor Scenes—0
Spatio-Temporal driven Attention Graph Neural Network with Block Adjacency matrix (STAG-NN-BA)—0
Masked Scene Contrast: A Scalable Framework for Unsupervised 3D Representation Learning—0
Principles of Forgetting in Domain-Incremental Semantic Segmentation in Adverse Weather ConditionsCode0
Harmonizing Base and Novel Classes: A Class-Contrastive Approach for Generalized Few-Shot SegmentationCode0
PeakNet: An Autonomous Bragg Peak Finder with Deep Neural Networks—0
Laplacian Segmentation Networks Improve Epistemic Uncertainty QuantificationCode0
A Simple and Generic Framework for Feature Distillation via Channel-wise Transformation—0
Boosting Convolution with Efficient MLP-Permutation for Volumetric Medical Image SegmentationCode0
LD-ZNet: A Latent Diffusion Approach for Text-Based Image Segmentation—0
Uncertainty Aware Active Learning for Reconfiguration of Pre-trained Deep Object-Detection Networks for New Target Domains—0
Posthoc Interpretation via Quantization—0
On Domain-Specific Pre-Training for Effective Semantic Perception in Agricultural Robotics—0
DiffuMask: Synthesizing Images with Pixel-level Annotations for Semantic Segmentation Using Diffusion ModelsCode0
Probabilistic Domain Adaptation for Biomedical Image SegmentationCode0
LiDARFormer: A Unified Transformer-based Multi-task Network for LiDAR Perception—0
Penalty-Based Imitation Learning With Cross Semantics Generation Sensor Fusion for Autonomous Driving—0
Active Coarse-to-Fine Segmentation of Moveable Parts from Real Images—0
CAFS: Class Adaptive Framework for Semi-Supervised Semantic SegmentationCode0
Robust Table Structure Recognition with Dynamic Queries Enhanced Detection Transformer—0
Semi-Automated Segmentation of Geoscientific Data Using Superpixels—0
Bimodal SegNet: Instance Segmentation Fusing Events and RGB Frames for Robotic GraspingCode0
ScribbleSeg: Scribble-based Interactive Image Segmentation—0
Semantic segmentation of surgical hyperspectral images under geometric domain shifts—0
Weakly-Supervised Text Instance Segmentation—0
Open-vocabulary Panoptic Segmentation with Embedding Modulation—0
Uncertainty Driven Bottleneck Attention U-net for Organ at Risk SegmentationCode0
A Radiomics-Incorporated Deep Ensemble Learning Model for Multi-Parametric MRI-based Glioma Segmentation—0
MECPformer: Multi-estimations Complementary Patch with CNN-Transformers for Weakly Supervised Semantic SegmentationCode0
Boundary-aware Supervoxel-level Iteratively Refined Interactive 3D Image Segmentation with Multi-agent Reinforcement Learning—0
Lung segmentation with NASNet-Large-Decoder NetCode0
Multi-Modal Continual Test-Time Adaptation for 3D Semantic Segmentation—0
Edge-aware Plug-and-play Scheme for Semantic Segmentation—0
Bidirectional Domain Mixup for Domain Adaptive Semantic Segmentation—0
Unified Mask Embedding and Correspondence Learning for Self-Supervised Video SegmentationCode0
Preventing Unauthorized AI Over-Analysis by Medical Image Adversarial Watermarking—0
Revisiting Image Reconstruction for Semi-supervised Semantic Segmentation—0
Artificial Intelligence for Sustainability: Facilitating Sustainable Smart Product-Service Systems with Computer Vision—0
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All datasetsADE20KNYU-Depth V2Cityscapes testCityscapes valADE20K valPASCAL ContextS3DIS Area5PASCAL VOC 2012 testS3DISScanNetSUN-RGBDDensePASS

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1InternImage-H (M3I Pre-training)Params (M)1,310—Unverified
2ViT-P (InternImage-H)Validation mIoU63.6—Unverified
3ONE-PEACEValidation mIoU63—Unverified
4M3I Pre-training (InternImage-H)Validation mIoU62.9—Unverified
5InternImage-HValidation mIoU62.9—Unverified
6BEiT-3Validation mIoU62.8—Unverified
7EVAValidation mIoU62.3—Unverified
8ViT-P (OneFormer, InternImage-H)Validation mIoU61.6—Unverified
9ViT-Adapter-L (Mask2Former, BEiTv2 pretrain)Validation mIoU61.5—Unverified
10FD-SwinV2-GValidation mIoU61.4—Unverified