Camila Kolling
4 papers · 2020–2023 · 3 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
(17)
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Hot Topic Early Bird
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The Questioner
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Research topics
Keywords
representation learning
(2)
adversarial learning
(1)
human perception
(1)
image retrieval
(1)
visual question answering
(1)
attention mechanism
(1)
image annotation
(1)
weight initialization
(1)
deep neural network
(1)
bias mitigation
(1)
representation alignment
(1)
cross-modal embedding
(1)
image-text alignment
(1)
residual connection
(1)
contrastive loss
(1)
similarity measure
(1)
adversarial regularizer
(1)
counterfactual learning
(1)
counterfactual debiasing
(1)
feature adaptation
(1)
Papers
Do Invariances in Deep Neural Networks Align with Human Perception?
AAAI 2023
Efficient Counterfactual Debiasing for Visual Question Answering
WACV 2022
Measuring Representational Robustness of Neural Networks Through Shared Invariances
ICML 2022
Adaptive Cross-Modal Embeddings for Image-Text Alignment
AAAI 2020