Oles Dobosevych

5 papers · 2021–2024 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird ❓ The Questioner

🌈 Renaissance Researcher (6)

Venues

WACV (2) COLING (1) CVPR (1) EACL (1)

Top co-authors

Yurii Laba (2) Rostyslav Hryniv (2) Igor Babin (1) Bohdan Hlovatskyi (1) Naoki Yokoyama (1) James Pritts (1) Yaroslav Romanus (1) Ivanna Rohulia (1) Oleksandr Maksymets (1) Bohdan Sydor (1)

Research topics

Artificial Intelligence (2) Deep Learning (2) Natural Language Processing (2) Core AI (2) Resources & Methods (2) Computer Science (1) Computer Vision (1) Machine Learning (1) Reinforcement Learning (1) Robotics (1) Analysis (1) Applications (1) Architectures (1) Capabilities (1) Foundations (1)

Keywords

reinforcement learning (1) benchmark evaluation (1) sim-to-real transfer (1) robot navigation (1) attention mechanism (1) word sense disambiguation (1) multimodal learning (1) structure from motion (1) optical flow (1) vision-language model (1) supervised fine-tuning (1) temporal consistency (1) deformable attention (1) visual odometry (1) autonomous navigation (1) contextual embedding (1) sim2real transfer (1) pointgoal navigation (1) video object segmentation (1) deformable transformer (1)

Papers

DeVos: Flow-Guided Deformable Transformer for Video Object Segmentation WACV 2024 Ukrainian Visual Word Sense Disambiguation Benchmark COLING 2024 Contextual Embeddings for Ukrainian: A Large Language Model Approach to Word Sense Disambiguation EACL 2023 Is Mapping Necessary for Realistic PointGoal Navigation? CVPR 2022 Minimal Solvers for Single-View Lens-Distorted Camera Auto-Calibration WACV 2021