Wojciech Galuba
6 papers · 2021–2022 · 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 · Silver
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
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Mega-Team · Squad
Venues
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Research topics
Artificial Intelligence
(5)
Core AI
(5)
Deep Learning
(3)
Learning Types · Deep Learning
(3)
Machine Learning
(2)
Reinforcement Learning
(2)
Applications · Reinforcement Learning
(2)
Architectures
(2)
Models
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications · Natural Language Processing
(1)
Domain-Specific
(1)
Learning Types · Machine Learning
(1)
Keywords
multimodal learning
(2)
visual question answering
(2)
embodied ai
(2)
reinforcement learning
(1)
benchmark evaluation
(1)
transfer learning
(1)
self-supervised learning
(1)
data augmentation
(1)
vision-language alignment
(1)
cross-modal learning
(1)
object goal navigation
(1)
scene text detection
(1)
audio classification
(1)
cross-modal alignment
(1)
foundation model
(1)
vision-language model
(1)
adversarial example
(1)
masked autoencoder
(1)
physics simulation
(1)
human evaluation
(1)
Papers
FLAVA: A Foundational Language and Vision Alignment Model
CVPR 2022
Masked Autoencoders that Listen
NeurIPS 2022
Habitat 2.0: Training Home Assistants to Rearrange their Habitat
NeurIPS 2021
Human-Adversarial Visual Question Answering
NeurIPS 2021
TextOCR: Towards Large-Scale End-to-End Reasoning for Arbitrary-Shaped Scene Text
CVPR 2021
THDA: Treasure Hunt Data Augmentation for Semantic Navigation
ICCV 2021