Andrés Fernández
4 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(12)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Deep Learning
(2)
Machine Learning
(2)
Natural Language Processing
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Mathematics & Optimization
(1)
Speech & Audio
(1)
Analysis
(1)
Application Areas
(1)
Core AI
(1)
Mathematics
(1)
Processing · Computer Vision
(1)
Processing · Speech & Audio
(1)
Keywords
neural network architecture
(1)
representation learning
(1)
zero-shot learning
(1)
semantic segmentation
(1)
image segmentation
(1)
transfer learning
(1)
domain adaptation
(1)
natural language processing
(1)
multilingual nlp
(1)
dataset collection
(1)
electronic health record
(1)
phase estimation
(1)
instance normalization
(1)
temporal relation extraction
(1)
speech reconstruction
(1)
adaptive instance normalization
(1)
spectrogram inversion
(1)
spanish language
(1)
crack segmentation
(1)
large language model
(1)
Papers
Efficient Neural and Numerical Methods for High-QualityOnline Speech Spectrogram Inversion via Gradient Theorem
Interspeech 2025
A Web Portal about the State of the Art of NLP Tasks in Spanish
COLING 2024
Designing a Hybrid Neural System To Learn Real-World Crack Segmentation From Fractal-Based Simulation
WACV 2024
Lexicans at Chemotimelines 2024: Chemotimeline Chronicles - Leveraging Large Language Models (LLMs) for Temporal Relations Extraction in Oncological Electronic Health Records
NAACL 2024