Beomchan Park
4 papers · 2024–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI · Artificial Intelligence
(3)
Machine Learning
(2)
Learning Types
(2)
Models
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Application Areas
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
visual instruction tuning
(3)
vision-language model
(3)
large language model
(2)
efficient inference
(1)
efficient computing
(1)
instruction tuning
(1)
state space model
(1)
language model
(1)
mamba architecture
(1)
vision model
(1)
parameter efficiency
(1)
multimodal reasoning
(1)
rationale embedding
(1)
vision language
(1)
layer traversal
(1)
object-level understanding
(1)
model compression
(1)
token-wise reuse
(1)
zero-shot learning
(1)
multimodal learning
(1)
Papers
CoLLaVO: Crayon Large Language and Vision mOdel
ACL 2024
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models
NeurIPS 2024
MoAI: Mixture of All Intelligence for Large Language and Vision Models
ECCV 2024
TroL: Traversal of Layers for Large Language and Vision Models
EMNLP 2024