Chun-Shien Lu
13 papers · 2020–2026 · 8 venues · across top CS/AI venues
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Machine Learning
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Computer Vision
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Keywords
whole slide image
(3)
multiple instance learning
(2)
class imbalance
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federated learning
(2)
semi-supervised learning
(2)
medical imaging
(1)
prototype learning
(1)
image classification
(1)
style transfer
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domain adaptation
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langevin dynamics
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backdoor defense
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data poisoning
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attention mechanism
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data augmentation
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weakly supervised learning
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question answering
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semantic analysis
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image synthesis
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non-convex optimization
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Papers
FedSDA: Federated Stain Distribution Alignment for Non-IID Histopathological Image Classification
AAAI 2026
Defending Against Repetitive Backdoor Attacks on Semi-Supervised Learning through Lens of Rate-Distortion-Perception Trade-Off
WACV 2025
HistoFS: Non-IID Histopathologic Whole Slide Image Classification via Federated Style Transfer with RoI-Preserving
CVPR 2025
The Great Contradiction Showdown: How Jailbreak and Stealth Wrestle in Vision-Language Models?
ACML 2025
Attention-Guided Prototype Mixing: Diversifying Minority Context on Imbalanced Whole Slide Images Classification Learning
WACV 2024
Test-Time Stain Adaptation with Diffusion Models for Histopathology Image Classification
ECCV 2024
RankMix: Data Augmentation for Weakly Supervised Learning of Classifying Whole Slide Images With Diverse Sizes and Imbalanced Categories
CVPR 2023
DPGEN: Differentially Private Generative Energy-Guided Network for Natural Image Synthesis
CVPR 2022
QISTA-ImageNet: A Deep Compressive Image Sensing Framework Solving lq-Norm Optimization Problem
ECCV 2022
Perceptual Indistinguishability-Net (PI-Net): Facial Image Obfuscation With Manipulable Semantics
CVPR 2021
QISTA-Net-Audio: Audio Super-Resolution via Non-Convex β_q-Norm Minimization
Interspeech 2021
Automated Graph Generation at Sentence Level for Reading Comprehension Based on Conceptual Graphs
COLING 2020
Difference-Seeking Generative Adversarial Network--Unseen Sample Generation
ICLR 2020