Aiping Liu
13 papers · 2021–2025 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (21) π€ Dynamic Duo (11)
ποΈ
Keyword Collector
(52)
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
Top co-authors
Research topics
Computer Vision
(11)
Processing
(8)
Deep Learning
(7)
Machine Learning
(5)
Analysis
(4)
Architectures
(4)
Domain-Specific
(4)
Learning Types Β· Machine Learning
(3)
Learning Types Β· Deep Learning
(2)
Models
(2)
Techniques
(2)
Healthcare & Medicine
(1)
Clinical
(1)
Core Methods
(1)
Optimization & Theory
(1)
Keywords
image fusion
(3)
image forgery detection
(3)
remote sensing
(3)
image restoration
(3)
feature learning
(2)
forgery localization
(2)
deep learning
(2)
variational inference
(2)
catastrophic forgetting
(2)
image deraining
(2)
convolutional neural network
(2)
attention mechanism
(1)
domain generalization
(1)
medical imaging
(1)
self-supervised learning
(1)
continual learning
(1)
feature extraction
(1)
fourier transform
(1)
anomaly detection
(1)
semantic segmentation
(1)
Papers
A Lottery Ticket Hypothesis Approach with Sparse Fine-tuning and MAE for Image Forgery Detection and Localization
AAAI 2025
Learnable Frequency Decomposition for Image Forgery Detection and Localization
IJCAI 2025
Learning Discriminative Noise Guidance for Image Forgery Detection and Localization
AAAI 2024
Motion Aware Event Representation-driven Image Deblurring
ECCV 2024
TMFormer: Token Merging Transformer for Brain Tumor Segmentation with Missing Modalities
AAAI 2024
PanFlowNet: A Flow-Based Deep Network for Pan-Sharpening
ICCV 2023
Memory-Augmented Deep Conditional Unfolding Network for Pan-Sharpening
CVPR 2022
RETRACTED: Pan-Sharpening with Customized Transformer and Invertible Neural Network
AAAI 2022
Spatial-Frequency Domain Information Integration for Pan-Sharpening
ECCV 2022
Image De-Raining via Continual Learning
CVPR 2021
Improving De-Raining Generalization via Neural Reorganization
ICCV 2021
Learning Dual Priors for JPEG Compression Artifacts Removal
ICCV 2021
Unfolding Taylor's Approximations for Image Restoration
NeurIPS 2021