GitHub

Revisiting Efficient Semantic Segmentation: Learning Offsets for Better Spatial and Class Feature Alignment (ICCV 2025)

This repository contains the official Pytorch implementation of training & evaluation code and the trained models for Offset Learning & OffSeg. Offset Learning —— An efficient plug-and-play semantic ...
IEEE

A Gift from the Integration of Discriminative and Diffusion-based Generative Learning: Boundary Refinement Remote Sensing Semantic Segmentation

Abstract: Remote sensing semantic segmentation must address both what the ground objects are within an image and where they are located. Consequently, segmentation models must ensure not only the ...
IEEE

EGS-YOLO: Edge-Guided Semantic Decoupling and Gaussian Aggregation for Lightweight SAR Ship Instance Segmentation

Abstract: Synthetic Aperture Radar (SAR) technology has become indispensable for maritime surveillance, yet ship instance segmentation in SAR imagery remains challenging due to speckle noise, ...