Pengyuan Lyu
11 papers · 2016–2026 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (24)
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Topic Evolution
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Keyword Collector
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Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI Β· Artificial Intelligence
(7)
Computer Vision
(5)
Deep Learning
(4)
Machine Learning
(4)
Analysis
(3)
Application Areas
(2)
Architectures
(2)
Core Methods
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(2)
Computer Science
(1)
Natural Language Processing
(1)
Applications Β· Computer Science
(1)
Applications Β· Natural Language Processing
(1)
Core AI Β· Computer Vision
(1)
Keywords
text detection
(3)
semantic segmentation
(2)
scene text recognition
(2)
object detection
(2)
scene text detection
(2)
text recognition
(2)
instance segmentation
(1)
style transfer
(1)
image segmentation
(1)
document understanding
(1)
document parsing
(1)
image editing
(1)
chain-of-thought reasoning
(1)
image generation
(1)
convolutional neural network
(1)
attention mechanism
(1)
image rectification
(1)
deep neural network
(1)
multimodal large language model
(1)
synthetic data generation
(1)
Papers
MMTIT-Bench: A Multilingual and Multi-Scenario Benchmark with Cognition-Perception-Reasoning Guided Text-Image Machine Translation
CVPR 2026
Towards Real-World Document Parsing via Realistic Scene Synthesis and Document-Aware Training
CVPR 2026
Recognition-Synergistic Scene Text Editing
CVPR 2025
Towards Unified Multi-granularity Text Detection with Interactive Attention
ICML 2024
WeCromCL: Weakly Supervised Cross-Modality Contrastive Learning for Transcription-only Supervised Text Spotting
ECCV 2024
PGNet: Real-time Arbitrarily-Shaped Text Spotting with Point Gathering Network
AAAI 2021
Learning Shape-Aware Embedding for Scene Text Detection
CVPR 2019
Scene Text Recognition from Two-Dimensional Perspective
AAAI 2019
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes
ECCV 2018
Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation
CVPR 2018
Robust Scene Text Recognition With Automatic Rectification
CVPR 2016