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Brayan Monroy

12 papers hereh-index 6122 citations25 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author9
  • middle author3

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • eess.IV7
  • cs.CV3
  • cs.DS1
  • eess.SP1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedGeneralized Recorrupted-to-Recorrupted: Self-Supervised Learning Beyond Gaussian Noise

1 citations · 1 across the 12 of their papers we have counts for

collaborators
Showing cs.CVShow all

3 papers · 1 filter

cs.CV2026

Seeing Through Smoke: Surgical Desmoking for Improved Visual Perception

Jingpei Lu, Fengyi Jiang, Xiaorui Zhang +2

Minimally invasive and robot-assisted surgery relies heavily on endoscopic imaging, yet surgical smoke produced by electrocautery and vessel-sealing instruments can severely degrad…

cs.CV2025

High Dynamic Range Modulo Imaging for Robust Object Detection in Autonomous Driving

Kebin Contreras, Brayan Monroy, Jorge Bacca

Object detection precision is crucial for ensuring the safety and efficacy of autonomous driving systems. The quality of acquired images directly influences the ability of autonomo…

cs.CV2024

Designed Dithering Sign Activation for Binary Neural Networks

Brayan Monroy, Juan Estupiñan, Tatiana Gelvez-Barrera +2

Binary Neural Networks emerged as a cost-effective and energy-efficient solution for computer vision tasks by binarizing either network weights or activations. However, common bina…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.