Marina Munkhoeva
6 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 (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14)
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Keyword Pioneer
π£
Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
ICLR (2)
NIPS (2)
AAAI (1)
ACL (1)
Top co-authors
Keywords
representation learning
(1)
adversarial robustness
(1)
probabilistic modeling
(1)
self-supervised learning
(1)
multimodal learning
(1)
kernel approximation
(1)
matrix completion
(1)
spectral embedding
(1)
numerical integration
(1)
random feature
(1)
vision encoder
(1)
chest x-ray
(1)
monte carlo method
(1)
radiology report generation
(1)
probabilistic method
(1)
safety-critical application
(1)
monte carlo approximation
(1)
kernel methods
(1)
large language model
(1)
neural network
(1)
Papers
Efficient Distribution Matching of Representations via Noise-Injected Deep InfoMax
ICLR 2025
AIRI at RRG24: LLaVa with specialised encoder and decoder
ACL 2024
Neural Harmonics: Bridging Spectral Embedding and Matrix Completion in Self-Supervised Learning
NIPS 2023
CC-CERT: A Probabilistic Approach to Certify General Robustness of Neural Networks
AAAI 2022
The Shape of Data: Intrinsic Distance for Data Distributions
ICLR 2020
Quadrature-based features for kernel approximation
NIPS 2018