Papers with Code 아카이브

2D Semantic Segmentation

태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.

전체 기법전체 데이터셋

하위 태스크

17

평가표

11

보존된 평가 기록

42

코드

관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

https://github.com/sfu-mial/styleseg

공식 코드

Segmentation Style Discovery: Application to Skin Lesion Images

https://github.com/sh4174/hypernetensemble

공식 코드

Hypernet-Ensemble Learning of Segmentation Probability for Medical Image Segmentation with Ambiguous Labels

https://github.com/sha168/ADNet

공식 코드

Anomaly Detection-Inspired Few-Shot Medical Image Segmentation Through Self-Supervision With Supervoxels

https://github.com/shachoi/RobustNet

공식 코드

RobustNet: Improving Domain Generalization in Urban-Scene Segmentation via Instance Selective Whitening

https://github.com/shahaf-arica/cuvler

공식 코드

CuVLER: Enhanced Unsupervised Object Discoveries through Exhaustive Self-Supervised Transformers

https://github.com/shahinakk/lg_sdg

공식 코드

Language Guided Domain Generalized Medical Image Segmentation

https://github.com/shahinakk/lwi-vms

공식 코드

Learnable Weight Initialization for Volumetric Medical Image Segmentation

https://github.com/shahsohil/sunets

공식 코드

Stacked U-Nets: A No-Frills Approach to Natural Image Segmentation

https://github.com/shakirsofi/toposeg

공식 코드

Image Segmentation with Topological Priors

https://github.com/shallinan1/steerstyletransfer

공식 코드

STEER: Unified Style Transfer with Expert Reinforcement

https://github.com/shangweihung/LDFNet

공식 코드

Incorporating Luminance, Depth and Color Information by a Fusion-based Network for Semantic Segmentation

https://github.com/shanshuo/ml-mwn

공식 코드

Multi-Label Meta Weighting for Long-Tailed Dynamic Scene Graph Generation

https://github.com/shanshuo/social-fabric

공식 코드

Social Fabric: Tubelet Compositions for Video Relation Detection

https://github.com/shaohuadong2021/dplnet

공식 코드

Efficient Multimodal Semantic Segmentation via Dual-Prompt Learning

https://github.com/shaohuadong2021/egfnet

공식 코드

Edge-aware Guidance Fusion Network for RGB Thermal Scene Parsing

https://github.com/shaoshitong/DiffuseExpand

공식 코드

DiffuseExpand: Expanding dataset for 2D medical image segmentation using diffusion models

https://github.com/shaoyuanlo/stpl

공식 코드

Spatio-Temporal Pixel-Level Contrastive Learning-based Source-Free Domain Adaptation for Video Semantic Segmentation

https://github.com/sharan21/epaae

공식 코드

Towards Robust and Semantically Organised Latent Representations for Unsupervised Text Style Transfer

https://github.com/sharifamit/swin-vftr

공식 코드

SwinVFTR: A Novel Volumetric Feature-learning Transformer for 3D OCT Fluid Segmentation

https://github.com/sharifmhamza/transresnet

공식 코드

TransResNet: Integrating the Strengths of ViTs and CNNs for High Resolution Medical Image Segmentation via Feature Grafting

https://github.com/sharpershape/eclair-dataset

공식 코드

ECLAIR: A High-Fidelity Aerial LiDAR Dataset for Semantic Segmentation

https://github.com/shashankhuang/reclmis

공식 코드

Cross-Modal Conditioned Reconstruction for Language-guided Medical Image Segmentation

https://github.com/shaswata09/offroad-path-planning

공식 코드

URA*: Uncertainty-aware Path Planning using Image-based Aerial-to-Ground Traversability Estimation for Off-road Environments

https://github.com/shawnchenn/flexiblereflectionremoval

공식 코드

FIRM: Flexible Interactive Reflection reMoval

https://github.com/shawnhuang497/reclmis

공식 코드

Cross-Modal Conditioned Reconstruction for Language-guided Medical Image Segmentation

https://github.com/shbyun080/onenet

공식 코드

OneNet: A Channel-Wise 1D Convolutional U-Net

https://github.com/sheikhazhanmohammed/sadma

공식 코드

ResAttUNet: Detecting Marine Debris using an Attention activated Residual UNet

https://github.com/shelhamer/revolver

공식 코드

Few-Shot Segmentation Propagation with Guided Networks

https://github.com/shellredia/sam-octa

공식 코드

SAM-OCTA: A Fine-Tuning Strategy for Applying Foundation Model to OCTA Image Segmentation Tasks

https://github.com/shellredia/sam-octa-extend

공식 코드

SAM-OCTA: Prompting Segment-Anything for OCTA Image Segmentation

https://github.com/shengfly/protoseg

공식 코드

Segmentation Ability Map: Interpret deep features for medical image segmentation

https://github.com/shengtao96/centripetaltext

공식 코드

CentripetalText: An Efficient Text Instance Representation for Scene Text Detection

https://github.com/shengyu-feng/dsg-detr

공식 코드

Exploiting Long-Term Dependencies for Generating Dynamic Scene Graphs

https://github.com/shentianxiao/language-style-transfer

공식 코드

Style Transfer from Non-Parallel Text by Cross-Alignment

https://github.com/shentianxiao/text-autoencoders

공식 코드

Educating Text Autoencoders: Latent Representation Guidance via Denoising

https://github.com/shenzheng2000/instance-warp

공식 코드

Instance-Warp: Saliency Guided Image Warping for Unsupervised Domain Adaptation

출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.