Pengwen Dai
8 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(25)
Top co-authors
Research topics
Deep Learning
(7)
Artificial Intelligence
(5)
Computer Vision
(5)
Analysis
(4)
Core AI · Artificial Intelligence
(4)
Machine Learning
(3)
Architectures
(3)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Data Science & Analytics
(1)
Applications
(1)
Core AI · Computer Vision
(1)
Domain-Specific
(1)
Keywords
contrastive learning
(2)
cross-modal retrieval
(2)
knowledge distillation
(1)
cross-modal learning
(1)
markov chain monte carlo
(1)
instance segmentation
(1)
deep hashing
(1)
energy-based model
(1)
parameter-efficient transfer learning
(1)
cross-modal representation
(1)
scene text detection
(1)
multimodal hashing
(1)
binary code
(1)
cross-modal alignment
(1)
information retrieval
(1)
out-of-distribution detection
(1)
vision-language model
(1)
vision-language pre-training
(1)
feature aggregation
(1)
prototype learning
(1)
Papers
Discretization Is Not Always Better: Rethinking Deep Quantization for Asymmetric Image Retrieval
AAAI 2026
DyFCLT: Dynamic Frequency-Decoupled Cross-Modal Learning Transformer for Multimodal Tiny Object Detection
CVPR 2026
EagleNet: Energy-Aware Fine-Grained Relationship Learning Network for Text-Video Retrieval
CVPR 2026
One2Seq: One-Token Wise Decoder for Efficient Scene Text Recognition
AAAI 2026
CLIP is Almost All You Need: Towards Parameter-Efficient Scene Text Retrieval without OCR
CVPR 2025
Decoupled Graph Energy-based Model for Node Out-of-Distribution Detection on Heterophilic Graphs
ICLR 2025
Endogenous Recovery via Within-modality Prototypes for Incomplete Multimodal Hashing
IJCAI 2025
Progressive Contour Regression for Arbitrary-Shape Scene Text Detection
CVPR 2021