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Igor Melnyk — most-cited papers & profile · Computer Vision
← authors
·
overview
Igor Melnyk
9
papers ·
126
citations ·
18
h-index
National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”
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Semantic Scholar ↗
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Most-cited papers
Tabular Transformers for Modeling Multivariate Time Series
2020 · 126 citations
Revisiting RAG Retrievers: An Information Theoretic Benchmark
2026
Integrating Sequential and Relational Modeling for User Events: Datasets and Prediction Tasks
2025
Bridging the Divide: End-to-End Sequence-Graph Learning
2025
SenGen: Sentence Generating Neural Variational Topic Model
2017
Adversarial Semantic Alignment for Improved Image Captions
2018
DualTKB: A Dual Learning Bridge between Text and Knowledge Base
2020
ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models
2021
Knowledge Graph Generation From Text
2022
Topics
cs.LG
cs.AI
cs.CL
cs.IR
Uncategorized
Conditioning & Control
GANs
Text-to-Image