Valentino Maiorca
7 papers · 2021–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(7)
Learning Types · Machine Learning
(5)
Deep Learning
(4)
Core Methods
(4)
Architectures
(3)
Natural Language Processing
(2)
Application Areas
(2)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Applications
(1)
Core AI
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Understanding
(1)
Keywords
representation learning
(4)
latent space
(3)
zero-shot learning
(2)
domain adaptation
(2)
embedding learning
(2)
machine translation
(1)
multilingual nlp
(1)
named entity recognition
(1)
multimodal learning
(1)
model merging
(1)
semantic alignment
(1)
knowledge base
(1)
latent representation
(1)
zero-shot transfer
(1)
representation alignment
(1)
inference optimization
(1)
inference acceleration
(1)
autoregressive decoding
(1)
spectral geometry
(1)
functional map
(1)
Papers
From Bricks to Bridges: Product of Invariances to Enhance Latent Space Communication
ICLR 2024
Latent Functional Maps: a spectral framework for representation alignment
NeurIPS 2024
Accelerating Transformer Inference for Translation via Parallel Decoding
ACL 2023
ASIF: Coupled Data Turns Unimodal Models to Multimodal without Training
NeurIPS 2023
Latent Space Translation via Semantic Alignment
NeurIPS 2023
Relative representations enable zero-shot latent space communication
ICLR 2023
WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NER
EMNLP 2021