Rafael S. Rezende
8 papers · 2017–2024 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (23) 🐣 Hot Topic Early Bird
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The Questioner
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Computer Vision
(4)
Core AI · Artificial Intelligence
(4)
Core Methods
(4)
Deep Learning
(3)
Analysis
(3)
Learning Paradigms
(2)
Learning Types
(2)
Computer Science
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications · Natural Language Processing
(1)
Applications · Computer Science
(1)
Core AI · Computer Vision
(1)
Keywords
image retrieval
(3)
metric learning
(2)
multimodal learning
(2)
change detection
(1)
visual similarity
(1)
embedding learning
(1)
information retrieval
(1)
data augmentation
(1)
image-text retrieval
(1)
square loss
(1)
visual localization
(1)
cross-modal retrieval
(1)
low-rank decomposition
(1)
dense retrieval
(1)
ranking optimization
(1)
attention mechanism
(1)
deep metric learning
(1)
text-to-image model
(1)
matrix factorization
(1)
feature learning
(1)
Papers
Retrieval Evaluation for Long-Form and Knowledge-Intensive Image–Text Article Composition
EMNLP 2024
Weatherproofing Retrieval for Localization with Generative AI and Geometric Consistency
ICLR 2024
ARTEMIS: Attention-based Retrieval with Text-Explicit Matching and Implicit Similarity
ICLR 2022
StacMR: Scene-Text Aware Cross-Modal Retrieval
WACV 2021
Did It Change? Learning to Detect Point-Of-Interest Changes for Proactive Map Updates
CVPR 2019
Learning With Average Precision: Training Image Retrieval With a Listwise Loss
ICCV 2019
Kernel Square-Loss Exemplar Machines for Image Retrieval
CVPR 2017
SCNet: Learning Semantic Correspondence
ICCV 2017