1 citations · 1 across the 4 of their papers we have counts for
4 papers
Discrete Action Space as a Prerequisite for GRPO Convergence in Small-Model Continuous Control
Dmytro Filatov, Valentyn Fedorov, Vira Filatova
We study whether Group Relative Policy Optimization (GRPO) can fine-tune small language models for simulated quadrotor continuous-control tasks. In our benchmark, vanilla GRPO fine…
D3R-Net: Dual-Domain Denoising Reconstruction Network for Robust Industrial Anomaly Detection
Dmytro Filatov, Valentyn Fedorov, Vira Filatova +1
Unsupervised anomaly detection (UAD) is a key ingredient of automated visual inspection in modern manufacturing. The reconstruction-based methods appeal because they have basic arc…
Motion-Compensated Latent Semantic Canvases for Visual Situational Awareness on Edge
Igor Lodin, Sergii Filatov, Vira Filatova +1
We propose Motion-Compensated Latent Semantic Canvases (MCLSC) for visual situational awareness on resource-constrained edge devices. The core idea is to maintain persistent semant…
AI-Driven Decision-Making System for Hiring Process
Vira Filatova, Andrii Zelenchuk, Dmytro Filatov
Early-stage candidate validation is a major bottleneck in hiring, because recruiters must reconcile heterogeneous inputs (resumes, screening answers, code assignments, and limited…