Manjie Xu
8 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (24) π£ Hot Topic Early Bird β‘ Prolific Year Β· Productive
π
Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(5)
Machine Learning
(4)
Learning Types
(4)
Deep Learning
(3)
Interdisciplinary
(2)
Natural Language Processing
(2)
Learning Paradigms
(2)
Models
(2)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Speech & Audio
(1)
Bayesian & Probabilistic
(1)
Cognitive Science
(1)
Core Methods
(1)
Keywords
vision-language model
(2)
active learning
(2)
diffusion model
(2)
few-shot learning
(2)
concept learning
(1)
multimodal learning
(1)
chain-of-thought reasoning
(1)
hypothesis testing
(1)
cognitive modeling
(1)
word learning
(1)
visual grounding
(1)
prior probability
(1)
visual concept
(1)
bayesian generalization
(1)
visual reasoning
(1)
bayesian inference
(1)
supervised fine-tuning
(1)
multimodal large language model
(1)
exploration strategy
(1)
representation learning
(1)
Papers
Hearing from Silence: Reasoning Audio Descriptions from Silent Videos via Vision-Language Model
Interspeech 2025
Towards Diverse and Efficient Audio Captioning via Diffusion Models
Interspeech 2025
Prompt-guided Precise Audio Editing with Diffusion Models
ICML 2024
Active Reasoning in an Open-World Environment
NeurIPS 2023
Evaluating and Inducing Personality in Pre-trained Language Models
NeurIPS 2023
Interactive Visual Reasoning under Uncertainty
NeurIPS 2023
MEWL: Few-shot multimodal word learning with referential uncertainty
ICML 2023
On the Complexity of Bayesian Generalization
ICML 2023