Xinchi Deng
4 papers · 2022–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Learning Types · Machine Learning
(3)
Computer Vision
(2)
Deep Learning
(2)
Core AI
(2)
Natural Language Processing
(1)
Analysis
(1)
Application Areas
(1)
Core Methods
(1)
Generation · Computer Vision
(1)
Generation · Natural Language Processing
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
text-to-image generation
(2)
reinforcement learning
(1)
continual learning
(1)
image retrieval
(1)
object detection
(1)
prompt engineering
(1)
multimodal learning
(1)
image editing
(1)
diffusion model
(1)
zero-shot image classification
(1)
reward model
(1)
multimodal large language model
(1)
image-text retrieval
(1)
multi-turn dialogue
(1)
zero-shot classification
(1)
contrastive language-image pretraining
(1)
prototypical learning
(1)
prompt rewriting
(1)
model growing
(1)
cross-modal pretraining
(1)
Papers
PromptEnhancer: Taming Your Rewriter for Text-to-Image Generation via Fine-Grained Reward
CVPR 2026
DialogGen: Multi-modal Interactive Dialogue System with Multi-turn Text-Image Generation
NAACL 2025
GrowCLIP: Data-Aware Automatic Model Growing for Large-scale Contrastive Language-Image Pre-Training
ICCV 2023
Continual Object Detection via Prototypical Task Correlation Guided Gating Mechanism
CVPR 2022