Liunian Harold Li
13 papers · 2020–2024 · 8 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (38) π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π€ Dynamic Duo (11)
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Trend Setter
ποΈ
Keyword Collector
(76)
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Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
β
The Questioner
(2)
β‘
Prolific Year Β· Productive
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Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(10)
Core AI Β· Artificial Intelligence
(9)
Deep Learning
(8)
Machine Learning
(8)
Learning Types Β· Deep Learning
(7)
Computer Vision
(5)
Learning Types Β· Machine Learning
(4)
Natural Language Processing
(3)
Core AI Β· Computer Vision
(3)
Techniques
(3)
Analysis
(2)
Application Areas
(2)
Applications
(2)
Architectures
(2)
Core Methods
(2)
Keywords
vision-language model
(5)
multimodal learning
(2)
commonsense knowledge
(2)
transfer learning
(2)
zero-shot learning
(2)
object detection
(2)
vision-and-language model
(2)
contrastive language-image pretraining
(2)
visual commonsense reasoning
(2)
large language model
(2)
visual encoder
(2)
language-image pretraining
(2)
question answering
(1)
cross-lingual transfer
(1)
in-context learning
(1)
natural language inference
(1)
unsupervised pretraining
(1)
knowledge distillation
(1)
cross-modal learning
(1)
attention mechanism
(1)
Papers
Matryoshka Query Transformer for Large Vision-Language Models
NeurIPS 2024
Tailoring Self-Rationalizers with Multi-Reward Distillation
ICLR 2024
MetaVL: Transferring In-Context Learning Ability From Language Models to Vision-Language Models
ACL 2023
On the Paradox of Learning to Reason from Data
IJCAI 2023
Symbolic Chain-of-Thought Distillation: Small Models Can Also βThinkβ Step-by-Step
ACL 2023
GeoMLAMA: Geo-Diverse Commonsense Probing on Multilingual Pre-Trained Language Models
EMNLP 2022
Grounded Language-Image Pre-Training
CVPR 2022
How Much Can CLIP Benefit Vision-and-Language Tasks?
ICLR 2022
RegionCLIP: Region-Based Language-Image Pretraining
CVPR 2022
SGEITL: Scene Graph Enhanced Image-Text Learning for Visual Commonsense Reasoning
AAAI 2022
Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning
EMNLP 2021
Unsupervised Vision-and-Language Pre-training Without Parallel Images and Captions
NAACL 2021
What Does BERT with Vision Look At?
ACL 2020