Andrea Burns
8 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI · Artificial Intelligence
(6)
Machine Learning
(5)
Deep Learning
(4)
Computer Vision
(3)
Application Areas
(3)
Domain-Specific
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Natural Language Processing
(1)
Speech & Audio
(1)
Applications
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Keywords
multimodal learning
(4)
vision-language model
(3)
image captioning
(2)
self-supervised learning
(1)
attention mechanism
(1)
text summarization
(1)
audio-visual learning
(1)
text-to-image generation
(1)
visual representation
(1)
efficient computing
(1)
audio source separation
(1)
generative model
(1)
language model
(1)
token pruning
(1)
word embedding
(1)
multi-task training
(1)
data-centric approach
(1)
user interface
(1)
vision-and-language navigation
(1)
audio-visual source separation
(1)
Papers
Walk and Read Less: Improving the Efficiency of Vision-and-Language Navigation via Tuning-Free Multimodal Token Pruning
EMNLP 2025
ImageInWords: Unlocking Hyper-Detailed Image Descriptions
EMNLP 2024
Tell Me What’s Next: Textual Foresight for Generic UI Representations
ACL 2024
A Suite of Generative Tasks for Multi-Level Multimodal Webpage Understanding
EMNLP 2023
Language-Guided Audio-Visual Source Separation via Trimodal Consistency
CVPR 2023
A Dataset for Interactive Vision-Language Navigation with Unknown Command Feasibility
ECCV 2022
Learning to Scale Multilingual Representations for Vision-Language Tasks
ECCV 2020
Language Features Matter: Effective Language Representations for Vision-Language Tasks
ICCV 2019