Daniil Polykovskiy
8 papers · 2018–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (7) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (20)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
AAAI (3)
ACML (3)
AISTATS (1)
NIPS (1)
Top co-authors
Keywords
molecular generation
(3)
variational autoencoder
(2)
neural network architecture
(2)
image classification
(2)
language model
(2)
knowledge distillation
(1)
hierarchical representation
(1)
feature extraction
(1)
dynamic routing
(1)
feature embedding
(1)
multi-task learning
(1)
transformation invariance
(1)
prior distribution
(1)
image recognition
(1)
language modeling
(1)
normalizing flow
(1)
generative model
(1)
text generation
(1)
generative adversarial network
(1)
reinforcement learning
(1)
Papers
nach0-pc: Multi-task Language Model with Molecular Point Cloud Encoder
AAAI 2025
BindGPT: A Scalable Framework for 3D Molecular Design via Language Modeling and Reinforcement Learning
AAAI 2025
MolGrow: A Graph Normalizing Flow for Hierarchical Molecular Generation
AAAI 2021
Deterministic Decoding for Discrete Data in Variational Autoencoders
AISTATS 2020
A Prior of a Googol Gaussians: a Tensor Ring Induced Prior for Generative Models
NIPS 2019
ReSet: Learning Recurrent Dynamic Routing in ResNet-like Neural Networks
ACML 2018
Extracting Invariant Features From Images Using An Equivariant Autoencoder
ACML 2018
Concorde: Morphological Agreement in Conversational Models
ACML 2018