Yaroslav Ganin
6 papers · 2015–2021 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (6) π Cross-Pollinator (9)
π
Renaissance Researcher
(6)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(14)
π§¬
Topic Evolution
Conferences
ICML (3)
NIPS (2)
JMLR (1)
Top co-authors
Keywords
adversarial training
(2)
domain adaptation
(2)
generative model
(2)
feature learning
(2)
domain generalization
(1)
language modeling
(1)
program synthesis
(1)
deep learning
(1)
surface reconstruction
(1)
gibbs sampling
(1)
latent variable model
(1)
graphical model
(1)
autoregressive model
(1)
deep generative model
(1)
3d mesh
(1)
reinforcement learning agent
(1)
computer-aided design
(1)
generative network
(1)
gradient reversal layer
(1)
graphics engine
(1)
Papers
Computer-Aided Design as Language
NIPS 2021
PolyGen: An Autoregressive Generative Model of 3D Meshes
ICML 2020
Synthesizing Programs for Images using Reinforced Adversarial Learning
ICML 2018
GibbsNet: Iterative Adversarial Inference for Deep Graphical Models
NIPS 2017
Domain-Adversarial Training of Neural Networks
JMLR 2016
Unsupervised Domain Adaptation by Backpropagation
ICML 2015