Mihalis Nicolaou
4 papers · 2022–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Keywords
representation learning
(1)
contrastive learning
(1)
multi-task learning
(1)
image editing
(1)
tensor factorization
(1)
disentangled representation
(1)
feature map
(1)
latent space
(1)
generative adversarial network
(1)
vision-language model
(1)
parameter efficiency
(1)
weight factorization
(1)
parts of speech
(1)
info nce
(1)
batch size independence
(1)
dhel
(1)
hyperspherical energy minimisation
(1)
kernel-based losses
(1)
Papers
Bridging Mini-Batch and Asymptotic Analysis in Contrastive Learning: From InfoNCE to Kernel-Based Losses
ICML 2024
PandA: Unsupervised Learning of Parts and Appearances in the Feature Maps of GANs
ICLR 2023
Parts of Speech–Grounded Subspaces in Vision-Language Models
NeurIPS 2023
Efficient Learning of Multiple NLP Tasks via Collective Weight Factorization on BERT
NAACL 2022