Zhanzhan Cheng
18 papers · 2017–2023 · 8 venues · across top CS/AI venues
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Achievements
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(11)
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Conference Pioneer
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Century Club Β· Bronze
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Keyword Collector
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Top co-authors
Research topics
Machine Learning
(12)
Deep Learning
(8)
Computer Vision
(7)
Learning Types Β· Machine Learning
(7)
Core Methods
(5)
Learning Types Β· Deep Learning
(5)
Artificial Intelligence
(4)
Analysis
(4)
Architectures
(4)
Optimization & Theory
(4)
Techniques
(4)
Natural Language Processing
(3)
Core AI
(3)
Processing
(3)
Computer Science
(2)
Keywords
scene text recognition
(4)
representation learning
(4)
attention mechanism
(3)
text detection
(3)
text recognition
(2)
named entity recognition
(2)
end-to-end training
(2)
semi-supervised learning
(2)
scene text
(2)
arbitrary-shaped text
(2)
image segmentation
(1)
ensemble learning
(1)
text classification
(1)
embedding learning
(1)
domain adaptation
(1)
catastrophic forgetting
(1)
sequence modeling
(1)
few-shot learning
(1)
knowledge distillation
(1)
adversarial robustness
(1)
Papers
Divide Rows and Conquer Cells: Towards Structure Recognition for Large Tables
IJCAI 2023
Few-Shot Class-Incremental Learning via Class-Aware Bilateral Distillation
CVPR 2023
HyperMatch: Noise-Tolerant Semi-Supervised Learning via Relaxed Contrastive Constraint
CVPR 2023
Distilling Object Detectors with Global Knowledge
ECCV 2022
Dynamic Low-Resolution Distillation for Cost-Efficient End-to-End Text Spotting
ECCV 2022
Flooding-X: Improving BERTβs Resistance to Adversarial Attacks via Loss-Restricted Fine-Tuning
ACL 2022
MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective
ACL 2022
PMAL: Open Set Recognition via Robust Prototype Mining
AAAI 2022
Read Extensively, Focus Smartly: A Cross-document Semantic Enhancement Method for Visual Documents NER
COLING 2022
MANGO: A Mask Attention Guided One-Stage Scene Text Spotter
AAAI 2021
SPIN: Structure-Preserving Inner Offset Network for Scene Text Recognition
AAAI 2021
STEP: Out-of-Distribution Detection in the Presence of Limited In-Distribution Labeled Data
NeurIPS 2021
Towards Robust Model Reuse in the Presence of Latent Domains
IJCAI 2021
Text Perceptron: Towards End-to-End Arbitrary-Shaped Text Spotting
AAAI 2020
Segregated Temporal Assembly Recurrent Networks for Weakly Supervised Multiple Action Detection
AAAI 2019
AON: Towards Arbitrarily-Oriented Text Recognition
CVPR 2018
Edit Probability for Scene Text Recognition
CVPR 2018
Focusing Attention: Towards Accurate Text Recognition in Natural Images
ICCV 2017