Dmitry V. Dylov
9 papers · 2020–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (7) π Academic Marathon (5) π Cross-Pollinator (13)
π
Renaissance Researcher
(7)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(28)
π
Conference Pioneer
Conferences
EMNLP (2)
IJCAI (2)
COLT (1)
EACL (1)
ECCV (1)
MICCAI (1)
NIPS (1)
Top co-authors
Keywords
clinical decision support
(2)
active learning
(2)
sequence tagging
(2)
reinforcement learning
(1)
bayesian inference
(1)
text classification
(1)
transfer learning
(1)
optimal transport
(1)
model distillation
(1)
data annotation
(1)
neurological disease
(1)
high-dimensional statistics
(1)
multi-class classification
(1)
gaussian approximation
(1)
neural synchrony
(1)
statistical learning theory
(1)
uncertainty estimation
(1)
electronic health record
(1)
pre-trained language model
(1)
image generation
(1)
Papers
CLARITY: Clinical Assistant for Routing, Inference, and Triage
EMNLP 2025
AI Diagnostic Assistant (AIDA): A Predictive Model for Diagnoses from Health Records in Clinical Decision Support Systems
IJCAI 2025
Expectile Regularization for Fast and Accurate Training of Neural Optimal Transport
NIPS 2024
Centerline-Diameters Data Structure for Interactive Segmentation of Tube-shaped Objects
MICCAI 2024
ALToolbox: A Set of Tools for Active Learning Annotation of Natural Language Texts
EMNLP 2022
Strong Gaussian Approximation for the Sum of Random Vectors
COLT 2022
Active Learning for Sequence Tagging with Deep Pre-trained Models and Bayesian Uncertainty Estimates
EACL 2021
Reinforcement Learning Framework for Deep Brain Stimulation Study
IJCAI 2020
Microscopy Image Restoration with Deep Wiener-Kolmogorov Filters
ECCV 2020