Francisco Pereira
10 papers · 2012–2025 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (37) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Half
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Keyword Champion
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Trend Setter
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Renaissance Researcher
(7)
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Century Club Β· Bronze
ποΈ
Keyword Collector
(66)
Venues
Top co-authors
Research topics
Machine Learning
(8)
Learning Types Β· Machine Learning
(5)
Artificial Intelligence
(4)
Deep Learning
(4)
Core Methods
(4)
Core AI
(3)
Learning Types Β· Deep Learning
(3)
Optimization & Theory
(3)
Healthcare & Medicine
(2)
Interdisciplinary
(2)
Bayesian & Probabilistic
(2)
Clinical
(2)
Cognitive Science
(2)
Computer Science
(1)
Computer Vision
(1)
Keywords
active learning
(2)
gaussian process
(2)
sparse representation
(2)
bayesian inference
(2)
medical imaging
(1)
few-shot learning
(1)
zero-shot learning
(1)
continual learning
(1)
variational inference
(1)
feature selection
(1)
multimodal learning
(1)
probabilistic modeling
(1)
semantic processing
(1)
prompt engineering
(1)
neural decoding
(1)
text summarization
(1)
distributed learning
(1)
brain activation patterns
(1)
causal inference
(1)
fmri analysis
(1)
Papers
5cNLP at BioLaySumm2025: Prompts, Retrieval, and Multimodal Fusion
ACL 2025
More Experts Than Galaxies: Conditionally-Overlapping Experts with Biologically-Inspired Fixed Routing
ICLR 2025
Automatic Parallelization of Software Network Functions
NSDI 2024
Causal Inference in the Closed-Loop: Marginal Structural Models for Sequential Excursion Effects
NeurIPS 2024
Bayesian Active Learning with Fully Bayesian Gaussian Processes
NeurIPS 2022
VICE: Variational Interpretable Concept Embeddings
NeurIPS 2022
Revealing interpretable object representations from human behavior
ICLR 2019
Distributed Weight Consolidation: A Brain Segmentation Case Study
NeurIPS 2018
Gaussian Process Classification and Active Learning with Multiple Annotators
ICML 2014
A systematic approach to extracting semantic information from functional MRI data
NeurIPS 2012