Deqiang Jiang
17 papers · 2021–2026 · 7 venues · across top CS/AI venues
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Research topics
Machine Learning
(13)
Deep Learning
(10)
Artificial Intelligence
(8)
Computer Vision
(8)
Natural Language Processing
(8)
Learning Types Β· Machine Learning
(8)
Core AI
(7)
Core Methods
(7)
Architectures
(5)
Domain-Specific
(5)
Learning Types Β· Deep Learning
(5)
Applications
(4)
Generation
(3)
Models
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Processing
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Keywords
contrastive learning
(4)
multimodal learning
(3)
text generation
(2)
document analysis
(2)
visual document understanding
(2)
representation learning
(2)
generative model
(2)
table structure recognition
(2)
multimodal large language model
(2)
domain adaptation
(1)
grammatical error correction
(1)
self-supervised learning
(1)
speech processing
(1)
few-shot learning
(1)
object detection
(1)
hierarchical classification
(1)
vision transformer
(1)
document understanding
(1)
document information extraction
(1)
text classification
(1)
Papers
UVU: Improving Multimodal Understanding via Vision-Language Unified Autoregressive Paradigm
CVPR 2026
Enhancing Visual Document Understanding with Contrastive Learning in Large Visual-Language Models
CVPR 2024
Few-shot Temporal Pruning Accelerates Diffusion Models for Text Generation
COLING 2024
Grab What You Need: Rethinking Complex Table Structure Recognition with Flexible Components Deliberation
AAAI 2024
HRVDA: High-Resolution Visual Document Assistant
CVPR 2024
Talk With Human-like Agents: Empathetic Dialogue Through Perceptible Acoustic Reception and Reaction
ACL 2024
Attention Where It Matters: Rethinking Visual Document Understanding with Selective Region Concentration
ICCV 2023
TaCo: Textual Attribute Recognition via Contrastive Learning
AAAI 2023
The Devil Is in the Frequency: Geminated Gestalt Autoencoder for Self-Supervised Visual Pre-training
AAAI 2023
Turning a CLIP Model Into a Scene Text Detector
CVPR 2023
GMN: Generative Multi-modal Network for Practical Document Information Extraction
NAACL 2022
Neural Collaborative Graph Machines for Table Structure Recognition
CVPR 2022
NomMer: Nominate Synergistic Context in Vision Transformer for Visual Recognition
CVPR 2022
Perceiving Stroke-Semantic Context: Hierarchical Contrastive Learning for Robust Scene Text Recognition
AAAI 2022
Semantic-Preserving Abstractive Text Summarization with Siamese Generative Adversarial Net
NAACL 2022
Sequence-to-Action: Grammatical Error Correction with Action Guided Sequence Generation
AAAI 2022
Hierarchical Multi-label Text Classification with Horizontal and Vertical Category Correlations
EMNLP 2021