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Semantic Segmentation

Papers

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Showing 8451–8500 of 14763 papers

TitleStatusHype
HTML: Hybrid Temporal-scale Multimodal Learning Framework for Referring Video Object Segmentation—0
Atmospheric Transmission and Thermal Inertia Induced Blind Road Segmentation with a Large-Scale Dataset TBRSDCode0
Evolved Part Masking for Self-Supervised Learning—0
Incrementer: Transformer for Class-Incremental Semantic Segmentation With Knowledge Distillation Focusing on Old Class—0
Learning Multi-Modal Class-Specific Tokens for Weakly Supervised Dense Object Localization—0
AttentionShift: Iteratively Estimated Part-Based Attention Map for Pointly Supervised Instance Segmentation—0
Learning Pseudo-Relations for Cross-domain Semantic Segmentation—0
Exploring the Sim2Real Gap Using Digital Twins—0
Learning To Exploit the Sequence-Specific Prior Knowledge for Image Processing Pipelines Optimization—0
Camouflaged Instance Segmentation via Explicit De-Camouflaging—0
Graphics2RAW: Mapping Computer Graphics Images to Sensor RAW Images—0
Deep Deterministic Uncertainty: A New Simple Baseline—0
Automated Knowledge Distillation via Monte Carlo Tree SearchCode0
AdaMV-MoE: Adaptive Multi-Task Vision Mixture-of-Experts—0
Decoupled Semantic Prototypes Enable Learning From Diverse Annotation Types for Semi-Weakly Segmentation in Expert-Driven DomainsCode0
Building Vision Transformers with Hierarchy Aware Feature Aggregation—0
High Quality Entity Segmentation—0
Co-Training 2L Submodels for Visual Recognition—0
Endpoints Weight Fusion for Class Incremental Semantic Segmentation—0
LoTE-Animal: A Long Time-span Dataset for Endangered Animal Behavior Understanding—0
Alignment Before Aggregation: Trajectory Memory Retrieval Network for Video Object Segmentation—0
CrossMatch: Source-Free Domain Adaptive Semantic Segmentation via Cross-Modal Consistency Training—0
Locating Noise is Halfway Denoising for Semi-Supervised Segmentation—0
Combining Implicit-Explicit View Correlation for Light Field Semantic Segmentation—0
Image as a Foreign Language: BEiT Pretraining for Vision and Vision-Language Tasks—0
BAEFormer: Bi-Directional and Early Interaction Transformers for Bird's Eye View Semantic Segmentation—0
Enhanced Soft Label for Semi-Supervised Semantic Segmentation—0
Adversarially Masking Synthetic To Mimic Real: Adaptive Noise Injection for Point Cloud Segmentation Adaptation—0
HGNet: Learning Hierarchical Geometry From Points, Edges, and Surfaces—0
MUVA: A New Large-Scale Benchmark for Multi-View Amodal Instance Segmentation in the Shopping Scenario—0
Multi-view Spectral Polarization Propagation for Video Glass Segmentation—0
Semi-Supervised Semantic Segmentation under Label Noise via Diverse Learning Groups—0
Open-Set Semantic Segmentation for Point Clouds via Adversarial Prototype Framework—0
Preparing the Future for Continual Semantic Segmentation—0
Video State-Changing Object SegmentationCode0
Semantic Information in Contrastive LearningCode0
SegLoc: Learning Segmentation-Based Representations for Privacy-Preserving Visual Localization—0
Robust Referring Video Object Segmentation with Cyclic Structural Consensus—0
SegGPT: Towards Segmenting Everything in Context—0
Pruning Parameterization With Bi-Level Optimization for Efficient Semantic Segmentation on the Edge—0
TopoSeg: Topology-Aware Nuclear Instance SegmentationCode0
Weakly Supervised Referring Image Segmentation with Intra-Chunk and Inter-Chunk Consistency—0
Style Projected Clustering for Domain Generalized Semantic Segmentation—0
Simultaneously Short- and Long-Term Temporal Modeling for Semi-Supervised Video Semantic Segmentation—0
MTNeuro: A Benchmark for Evaluating Representations of Brain Structure Across Multiple Levels of AbstractionCode0
Unsupervised Video Object Segmentation with Online Adversarial Self-Tuning—0
Multi-Task Learning with Knowledge Distillation for Dense Prediction—0
Tree Instance Segmentation With Temporal Contour Graph—0
Treating Pseudo-labels Generation as Image Matting for Weakly Supervised Semantic Segmentation—0
X3KD: Knowledge Distillation Across Modalities, Tasks and Stages for Multi-Camera 3D Object Detection—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