Violetta Shevchenko
5 papers · 2021–2024 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(13)
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Hot Topic Early Bird
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Trend Setter
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Research topics
Deep Learning
(4)
Machine Learning
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Application Areas
(2)
Core AI
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Mathematics & Optimization
(1)
Analysis
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Optimization
(1)
Processing
(1)
Keywords
neural radiance field
(2)
novel view synthesis
(2)
dynamic scene
(2)
multimodal learning
(1)
visual reasoning
(1)
knowledge base
(1)
cross-modal representation
(1)
graph embedding
(1)
semantic similarity
(1)
implicit neural representation
(1)
dynamical system
(1)
modality gap
(1)
cross-modal alignment
(1)
vision-language model
(1)
scene modeling
(1)
latent structure
(1)
hyperbolic space
(1)
text-to-image retrieval
(1)
knowledge injection
(1)
geometric regularization
(1)
Papers
Accept the Modality Gap: An Exploration in the Hyperbolic Space
CVPR 2024
A sampling theory perspective on activations for implicit neural representations
ICML 2024
BLiRF: Bandlimited Radiance Fields for Dynamic Scene Modeling
AAAI 2024
Improving the Convergence of Dynamic NeRFs via Optimal Transport
ICLR 2024
Reasoning over Vision and Language: Exploring the Benefits of Supplemental Knowledge
EACL 2021