Petra Poklukar
5 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
ICML (2)
ECCV (1)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
contrastive learning
(2)
generative model
(2)
reinforcement learning
(1)
geometric analysis
(1)
topological data analysis
(1)
latent variable
(1)
multimodal representation learning
(1)
multimodal representation
(1)
missing modality
(1)
geometric alignment
(1)
safe exploration
(1)
topological property
(1)
modality-specific encoder
(1)
geometric component analysis
(1)
dimensionality reduction
(1)
deep policy
(1)
representation learning
(1)
Papers
BRAVE: Broadening the visual encoding of vision-language models
ECCV 2024
Delaunay Component Analysis for Evaluation of Data Representations
ICLR 2022
Geometric Multimodal Contrastive Representation Learning
ICML 2022
Training and Evaluation of Deep Policies Using Reinforcement Learning and Generative Models
JMLR 2022
GeomCA: Geometric Evaluation of Data Representations
ICML 2021