Francisco Pereira
10 papers · 2012–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (13)
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Taxonomy Completionist
(33)
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Conference Polyglot
(5)
π
Academic Marathon
(13)
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Century Club
(10)
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Trend Setter
ποΈ
Keyword Collector
(55)
Conferences
NIPS (5)
ICLR (2)
ACL (1)
ICML (1)
NSDI (1)
Top co-authors
Keywords
gaussian process
(2)
active learning
(2)
bayesian inference
(2)
zero-shot learning
(1)
sparse representation
(1)
few-shot learning
(1)
continual learning
(1)
variational inference
(1)
multimodal learning
(1)
feature selection
(1)
probabilistic modeling
(1)
medical imaging
(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
NIPS 2024
Bayesian Active Learning with Fully Bayesian Gaussian Processes
NIPS 2022
VICE: Variational Interpretable Concept Embeddings
NIPS 2022
Revealing interpretable object representations from human behavior
ICLR 2019
Distributed Weight Consolidation: A Brain Segmentation Case Study
NIPS 2018
Gaussian Process Classification and Active Learning with Multiple Annotators
ICML 2014
A systematic approach to extracting semantic information from functional MRI data
NIPS 2012