328 citations · 618 across the 26 of their papers we have counts for
6 papers · 1 filter
Polar R-CNN: End-to-End Lane Detection with Fewer Anchors
Shengqi Wang, Junmin Liu, Xiangyong Cao +2
Lane detection is a critical and challenging task in autonomous driving, particularly in real-world scenarios where traffic lanes can be slender, lengthy, and often obscured by oth…
Exclusive Style Removal for Cross Domain Novel Class Discovery
Yicheng Wang, Feng Liu, Junmin Liu +1
As a promising field in open-world learning, \textit{Novel Class Discovery} (NCD) is usually a task to cluster unseen novel classes in an unlabeled set based on the prior knowledge…
A Lightweight Sparse Focus Transformer for Remote Sensing Image Change Captioning
Dongwei Sun, Yajie Bao, Junmin Liu +1
Remote sensing image change captioning (RSICC) aims to automatically generate sentences that describe content differences in remote sensing bitemporal images. Recently, attention-b…
SemiCD-VL: Visual-Language Model Guidance Makes Better Semi-supervised Change Detector
Kaiyu Li, Xiangyong Cao, Yupeng Deng +4
Change Detection (CD) aims to identify pixels with semantic changes between images. However, annotating massive numbers of pixel-level images is labor-intensive and costly, especia…
CRS-Diff: Controllable Remote Sensing Image Generation with Diffusion Model
Datao Tang, Xiangyong Cao, Xingsong Hou +3
The emergence of generative models has revolutionized the field of remote sensing (RS) image generation. Despite generating high-quality images, existing methods are limited in rel…
Stabilizing Sharpness-aware Minimization Through A Simple Renormalization Strategy
Chengli Tan, Jiangshe Zhang, Junmin Liu +2
Recently, sharpness-aware minimization (SAM) has attracted much attention because of its surprising effectiveness in improving generalization performance. However, compared to stoc…