3 papers
cs.CV2026
From Images to Decisions: Assistive Computer Vision for Non-Metallic Content Estimation in Scrap Metal
Daniil Storonkin, Ilia Dziub, Maksim Golyadkin +1
Scrap quality directly affects energy use, emissions, and safety in steelmaking. Today, the share of non-metallic inclusions (contamination) is judged visually by inspectors - an a…
cs.CV2023
Refining the ONCE Benchmark with Hyperparameter Tuning
Maksim Golyadkin, Alexander Gambashidze, Ildar Nurgaliev +1
In response to the growing demand for 3D object detection in applications such as autonomous driving, robotics, and augmented reality, this work focuses on the evaluation of semi-s…
cs.LG2022
SensorSCAN: Self-Supervised Learning and Deep Clustering for Fault Diagnosis in Chemical Processes
Maksim Golyadkin, Vitaliy Pozdnyakov, Leonid Zhukov +1
Modern industrial facilities generate large volumes of raw sensor data during the production process. This data is used to monitor and control the processes and can be analyzed to…