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Semantic Segmentation

Papers

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Showing 3001–3050 of 14763 papers

TitleStatusHype
FreeSeg-Diff: Training-Free Open-Vocabulary Segmentation with Diffusion Models—0
ECLIPSE: Efficient Continual Learning in Panoptic Segmentation with Visual Prompt TuningCode2
UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion SegmentationCode3
MedCLIP-SAM: Bridging Text and Image Towards Universal Medical Image SegmentationCode2
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection—0
Modeling Weather Uncertainty for Multi-weather Co-Presence Estimation—0
Parsing All Adverse Scenes: Severity-Aware Semantic Segmentation with Mask-Enhanced Cross-Domain Consistency—0
DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTsCode2
Learning Multiple Representations with Inconsistency-Guided Detail Regularization for Mask-Guided Matting—0
Segmentation Re-thinking Uncertainty Estimation Metrics for Semantic Segmentation—0
Efficient 3D Instance Mapping and Localization with Neural Fields—0
ENet-21: An Optimized light CNN Structure for Lane Detection—0
Temporally Consistent Referring Video Object Segmentation with Hybrid MemoryCode1
Genetic Quantization-Aware Approximation for Non-Linear Operations in TransformersCode1
Rethinking Information Loss in Medical Image Segmentation with Various-sized Targets—0
RiEMann: Near Real-Time SE(3)-Equivariant Robot Manipulation without Point Cloud Segmentation—0
Teaching AI the Anatomy Behind the Scan: Addressing Anatomical Flaws in Medical Image Segmentation with Learnable Prior—0
Lift3D: Zero-Shot Lifting of Any 2D Vision Model to 3D—0
Generating Diverse Agricultural Data for Vision-Based Farming Applications—0
Unleashing the Potential of SAM for Medical Adaptation via Hierarchical DecodingCode2
Generative Medical SegmentationCode2
Deep Learning Segmentation and Classification of Red Blood Cells Using a Large Multi-Scanner Dataset—0
I2CKD : Intra- and Inter-Class Knowledge Distillation for Semantic Segmentation—0
A Quantum Fuzzy-based Approach for Real-Time Detection of Solar Coronal Holes—0
Road Obstacle Detection based on Unknown Objectness Scores—0
ViTAR: Vision Transformer with Any Resolution—0
Annolid: Annotate, Segment, and Track Anything You NeedCode0
Solution for Point Tracking Task of ICCV 1st Perception Test Challenge 2023—0
SpectralWaste Dataset: Multimodal Data for Waste Sorting Automation—0
Heracles: A Hybrid SSM-Transformer Model for High-Resolution Image and Time-Series AnalysisCode1
Segment Any Medical Model ExtendedCode3
ReMamber: Referring Image Segmentation with Mamba TwisterCode1
PlainMamba: Improving Non-Hierarchical Mamba in Visual RecognitionCode3
Neural Embedding Compression For Efficient Multi-Task Earth Observation ModellingCode0
The Need for Speed: Pruning Transformers with One RecipeCode1
CoDA: Instructive Chain-of-Domain Adaptation with Severity-Aware Visual Prompt TuningCode1
Efficient Video Object Segmentation via Modulated Cross-Attention MemoryCode2
Integrating Mamba Sequence Model and Hierarchical Upsampling Network for Accurate Semantic Segmentation of Multiple Sclerosis Legion—0
Random-coupled Neural Network—0
CT Synthesis with Conditional Diffusion Models for Abdominal Lymph Node Segmentation—0
Rotate to Scan: UNet-like Mamba with Triplet SSM Module for Medical Image Segmentation—0
Is Your LiDAR Placement Optimized for 3D Scene Understanding?Code2
DreamLIP: Language-Image Pre-training with Long CaptionsCode2
Strategies to Improve Real-World Applicability of Laparoscopic Anatomy Segmentation Models—0
HPL-ESS: Hybrid Pseudo-Labeling for Unsupervised Event-based Semantic Segmentation—0
Deep models for stroke segmentation: do complex architectures always perform better?—0
GoodSAM: Bridging Domain and Capacity Gaps via Segment Anything Model for Distortion-aware Panoramic Semantic Segmentation—0
SatSynth: Augmenting Image-Mask Pairs through Diffusion Models for Aerial Semantic Segmentation—0
EDUE: Expert Disagreement-Guided One-Pass Uncertainty Estimation for Medical Image Segmentation—0
3D-EffiViTCaps: 3D Efficient Vision Transformer with Capsule for Medical Image SegmentationCode0
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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
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