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Semantic Segmentation

Papers

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Showing 1301–1350 of 14763 papers

TitleStatusHype
Appearance Matching Adapter for Exemplar-based Semantic Image Synthesis—0
Semantic Segmentation Prior for Diffusion-Based Real-World Super-Resolution—0
FLAIR: VLM with Fine-grained Language-informed Image RepresentationsCode2
Benchmarking Pretrained Attention-based Models for Real-Time Recognition in Robot-Assisted Esophagectomy—0
Multi-robot autonomous 3D reconstruction using Gaussian splatting with Semantic guidance—0
Topology-Preserving Image Segmentation with Spatial-Aware Persistent Feature Matching—0
Multi-scale and Multi-path Cascaded Convolutional Network for Semantic Segmentation of Colorectal Polyps—0
Active Negative Loss: A Robust Framework for Learning with Noisy LabelsCode1
SJTU:Spatial judgments in multimodal models towards unified segmentation through coordinate detectionCode0
Vision Transformers for Weakly-Supervised Microorganism EnumerationCode0
Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image SegmentationCode0
AH-OCDA: Amplitude-based Curriculum Learning and Hopfield Segmentation Model for Open Compound Domain Adaptation—0
U-Net in Medical Image Segmentation: A Review of Its Applications Across Modalities—0
INSIGHT: Explainable Weakly-Supervised Medical Image Analysis—0
Epipolar Attention Field Transformers for Bird's Eye View Semantic Segmentation—0
Robust and Transferable Backdoor Attacks Against Deep Image Compression With Selective Frequency Prior—0
3DSceneEditor: Controllable 3D Scene Editing with Gaussian Splatting—0
Holistic Understanding of 3D Scenes as Universal Scene Description—0
Multi-Granularity Video Object SegmentationCode1
Global Average Feature Augmentation for Robust Semantic Segmentation with Transformers—0
Referring Video Object Segmentation via Language-aligned Track SelectionCode1
COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-trainingCode1
A2VIS: Amodal-Aware Approach to Video Instance Segmentation—0
TSUBF-Net: Trans-Spatial UNet-like Network with Bi-direction Fusion for Segmentation of Adenoid Hypertrophy in CT—0
Token Cropr: Faster ViTs for Quite a Few TasksCode1
A Semi-Supervised Approach with Error Reflection for Echocardiography Segmentation—0
DPE-Net: Dual-Parallel Encoder Based Network for Semantic Segmentation of Polyps—0
SyncVIS: Synchronized Video Instance SegmentationCode1
2DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image ClassificationCode2
SPF-Net: Solar panel fault detection using U-Net based deep learning image classification—0
TAROT: Targeted Data Selection via Optimal TransportCode1
LMSeg: Unleashing the Power of Large-Scale Models for Open-Vocabulary Semantic Segmentation—0
LDA-AQU: Adaptive Query-guided Upsampling via Local Deformable AttentionCode0
Bootstraping Clustering of Gaussians for View-consistent 3D Scene UnderstandingCode1
Retrieval-guided Cross-view Image Synthesis—0
Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs—0
Efficient Track AnythingCode7
Textured As-Is BIM via GIS-informed Point Cloud Segmentation—0
InstanceGaussian: Appearance-Semantic Joint Gaussian Representation for 3D Instance-Level Perception—0
Track Anything Behind Everything: Zero-Shot Amodal Video Object Segmentation—0
FAN-Unet: Enhancing Unet with vision Fourier Analysis Block for Biomedical Image Segmentation—0
MVFormer: Diversifying Feature Normalization and Token Mixing for Efficient Vision Transformers—0
GMS-VINS:Multi-category Dynamic Objects Semantic Segmentation for Enhanced Visual-Inertial Odometry Using a Promptable Foundation Model—0
On-chip Hyperspectral Image Segmentation with Fully Convolutional Networks for Scene Understanding in Autonomous Driving—0
On Moving Object Segmentation from Monocular Video with Transformers—0
The Last Mile to Supervised Performance: Semi-Supervised Domain Adaptation for Semantic Segmentation—0
HoliSDiP: Image Super-Resolution via Holistic Semantics and Diffusion PriorCode0
Low-rank Adaptation-based All-Weather Removal for Autonomous Navigation—0
SAM-MPA: Applying SAM to Few-shot Medical Image Segmentation using Mask Propagation and Auto-prompting—0
Modality-Incremental Learning with Disjoint Relevance Mapping Networks for Image-based Semantic Segmentation—0
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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
4InternImage-HValidation mIoU62.9—Unverified
5M3I Pre-training (InternImage-H)Validation 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