Yuang Peng
7 papers · 2024–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(17)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(5)
Computer Vision
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Core Methods
(3)
Generation
(3)
Learning Types · Deep Learning
(2)
Models
(2)
Analysis
(1)
Application Areas
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory
(1)
Processing
(1)
Techniques
(1)
Keywords
diffusion model
(3)
benchmark evaluation
(1)
metric learning
(1)
image generation
(1)
image restoration
(1)
uncertainty quantification
(1)
video generation
(1)
autoregressive generation
(1)
text-to-image generation
(1)
image denoising
(1)
instruction tuning
(1)
perception
(1)
gaussian distribution
(1)
multimodal large language model
(1)
multimodal comprehension
(1)
multimodal understanding
(1)
probabilistic embedding
(1)
composed image retrieval
(1)
masked modeling
(1)
teacher forcing
(1)
Papers
DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation
ICLR 2025
Modeling Uncertainty in Composed Image Retrieval via Probabilistic Embeddings
ACL 2025
Perception in Reflection
ICML 2025
Taming Teacher Forcing for Masked Autoregressive Video Generation
CVPR 2025
ChatSpot: Bootstrapping Multimodal LLMs via Precise Referring Instruction Tuning
IJCAI 2024
DreamLLM: Synergistic Multimodal Comprehension and Creation
ICLR 2024
GladCoder: Stylized QR Code Generation with Grayscale-Aware Denoising Process
IJCAI 2024