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Semantic Segmentation

Papers

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Showing 601–650 of 14763 papers

TitleStatusHype
Deep Incubation: Training Large Models by Divide-and-ConqueringCode2
Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and LocalizationCode2
Asymmetric Non-local Neural Networks for Semantic SegmentationCode2
Global Context Vision TransformersCode2
GMMSeg: Gaussian Mixture based Generative Semantic Segmentation ModelsCode2
A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic CorrespondenceCode2
DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTsCode2
Ambiguous Medical Image Segmentation using Diffusion ModelsCode2
HENet: Hybrid Encoding for End-to-end Multi-task 3D Perception from Multi-view CamerasCode2
HiDiff: Hybrid Diffusion Framework for Medical Image SegmentationCode2
DeCLIP: Decoupled Learning for Open-Vocabulary Dense PerceptionCode2
Decoupling Features in Hierarchical Propagation for Video Object SegmentationCode2
Hier-SLAM: Scaling-up Semantics in SLAM with a Hierarchically Categorical Gaussian SplattingCode2
HMT-UNet: A hybird Mamba-Transformer Vision UNet for Medical Image SegmentationCode2
DaViT: Dual Attention Vision TransformersCode2
DAT++: Spatially Dynamic Vision Transformer with Deformable AttentionCode2
DDP: Diffusion Model for Dense Visual PredictionCode2
H-vmunet: High-order Vision Mamba UNet for Medical Image SegmentationCode2
Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene UnderstandingCode2
IDRNet: Intervention-Driven Relation Network for Semantic SegmentationCode2
Audio-Visual Segmentation with SemanticsCode2
IKEA Manuals at Work: 4D Grounding of Assembly Instructions on Internet VideosCode2
Deep Covariance Alignment for Domain Adaptive Remote Sensing Image SegmentationCode2
DAMamba: Vision State Space Model with Dynamic Adaptive ScanCode2
Improving Nighttime Driving-Scene Segmentation via Dual Image-adaptive Learnable FiltersCode2
A Unified Framework for 3D Scene UnderstandingCode2
DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion ModelsCode2
In Defense of Lazy Visual Grounding for Open-Vocabulary Semantic SegmentationCode2
AllWeatherNet:Unified Image Enhancement for Autonomous Driving under Adverse Weather and Lowlight-conditionsCode2
A Unified Transformer Framework for Group-based Segmentation: Co-Segmentation, Co-Saliency Detection and Video Salient Object DetectionCode2
Fast-iTPN: Integrally Pre-Trained Transformer Pyramid Network with Token MigrationCode2
Customized Segment Anything Model for Medical Image SegmentationCode2
Dataset QuantizationCode2
InvPT: Inverted Pyramid Multi-task Transformer for Dense Scene UnderstandingCode2
KPConvX: Modernizing Kernel Point Convolution with Kernel AttentionCode2
Label Anything: Multi-Class Few-Shot Semantic Segmentation with Visual PromptsCode2
LambdaNetworks: Modeling Long-Range Interactions Without AttentionCode2
DeepGCNs: Making GCNs Go as Deep as CNNsCode2
Alleviating Textual Reliance in Medical Language-guided Segmentation via Prototype-driven Semantic ApproximationCode2
Boundary-Aware Segmentation Network for Mobile and Web ApplicationsCode2
Learning Affinity from Attention: End-to-End Weakly-Supervised Semantic Segmentation with TransformersCode2
Learning Embeddings with Centroid Triplet Loss for Object Identification in Robotic GraspingCode2
Learning Semantic Segmentation of Large-Scale Point Clouds with Random SamplingCode2
Learning Vision from Models Rivals Learning Vision from DataCode2
Learning without Exact Guidance: Updating Large-scale High-resolution Land Cover Maps from Low-resolution Historical LabelsCode2
Learn to Rectify the Bias of CLIP for Unsupervised Semantic SegmentationCode2
Cross-Image Relational Knowledge Distillation for Semantic SegmentationCode2
CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic SegmentationCode2
Locality Alignment Improves Vision-Language ModelsCode2
CrossFormer++: A Versatile Vision Transformer Hinging on Cross-scale AttentionCode2
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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