Andrea Burns
8 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (6) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (20)
π§
Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
EMNLP (3)
ECCV (2)
ACL (1)
CVPR (1)
ICCV (1)
Top co-authors
Keywords
multimodal learning
(4)
vision-language model
(2)
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)
vision 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)
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 Whatβs 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