activity
20232026
most citedTiny and Efficient Model for the Edge Detection Generalization

5 citations · 8 across the 5 of their papers we have counts for

collaborators
Showing cs.CVShow all

5 papers · 1 filter

cs.CV2026

AVIR: Adaptive Visual In-Document Retrieval for Efficient Multi-Page Document Question Answering

Zongmin Li, Yachuan Li, Lei Kang +2

Multi-page Document Visual Question Answering (MP-DocVQA) remains challenging because long documents not only strain computational resources but also reduce the effectiveness of th…

cs.CV2025

EDMB: Edge Detector with Mamba

Yachuan Li, Xavier Soria Poma, Yun Bai +4

Transformer-based models have made significant progress in edge detection, but their high computational cost is prohibitive. Recently, vision Mamba have shown excellent ability in…

cs.CV2024★ 1 cited

A new baseline for edge detection: Make Encoder-Decoder great again

Yachuan Li, Xavier Soria Pomab, Yongke Xi +5

The performance of deep learning based edge detector has far exceeded that of humans, but the huge computational cost and complex training strategy hinder its further development a…

cs.CV2023★ 5 cited

Tiny and Efficient Model for the Edge Detection Generalization

Xavier Soria, Yachuan Li, Mohammad Rouhani +1

Most high-level computer vision tasks rely on low-level image operations as their initial processes. Operations such as edge detection, image enhancement, and super-resolution, pro…

cs.CV2023★ 2 cited

Compact Twice Fusion Network for Edge Detection

Yachuan Li, Zongmin Li, Xavier Soria P. +5

The significance of multi-scale features has been gradually recognized by the edge detection community. However, the fusion of multi-scale features increases the complexity of the…