Memorizing Normality to Detect Anomaly: Memory-Augmented Deep Autoencoder for Unsupervised Anomaly Detection

Dong Gong, Lingqiao Liu, Vuong Le, +4

Artificial IntelligenceData AugmentationMemory-augmented Deep AutoencoderAnomaly DetectionMachine Learning +12

From Motion Blur to Motion Flow: A Deep Learning Solution for Removing Heterogeneous Motion Blur

Dong Gong, Jie Yang, Lingqiao Liu, +5

DeblurringDense Motion FlowImage ContentMachine VisionImage Analysis +13

Attention-Guided Network for Ghost-Free High Dynamic Range Imaging

Qingsen Yan, Dong Gong, Qinfeng Shi, +4

Convolutional Neural NetworkEngineeringAdvanced ImagingOptical FlowSuper-resolution Imaging +17

Knowledge Adaptation for Efficient Semantic Segmentation

Tong He, Chunhua Shen, Zhi Tian, +3

Convolutional Neural NetworkScene AnalysisEngineeringMachine LearningAutoencoders +16

Two-Stream Convolutional Networks for Blind Image Quality Assessment

Qingsen Yan, Dong Gong, Yanning Zhang

IEEE Transactions on Image Processing

Convolutional Neural NetworkEngineeringMachine LearningDeblurringImage Analysis +14

Memorizing Normality to Detect Anomaly: Memory-augmented Deep Autoencoder for Unsupervised Anomaly Detection

Dong Gong, Lingqiao Liu, Vuong Le, +4

arXiv (Cornell University)

Artificial IntelligenceData AugmentationMemory-augmented Deep AutoencoderAnomaly DetectionMachine Learning +12

COVID-19 Chest CT Image Segmentation -- A Deep Convolutional Neural Network Solution

Qingsen Yan, Bo Wang, Dong Gong, +7

arXiv (Cornell University)

Pure Manual SegmentationConvolutional Neural NetworkMedical Image SegmentationEngineeringMachine Learning +17

COVID-19 Chest CT Image Segmentation Network by Multi-Scale Fusion and Enhancement Operations

Qingsen Yan, Bo Wang, Dong Gong, +9

IEEE Transactions on Big Data

Pure Manual SegmentationConvolutional Neural NetworkMedical Image SegmentationEngineeringMachine Learning +20

Learning Deep Gradient Descent Optimization for Image Deconvolution

Dong Gong, Zhen Zhang, Qinfeng Shi, +3

IEEE Transactions on Neural Networks and Learning Systems

EngineeringMachine LearningImage BlurAutoencodersDeblurring +14

RGBD Based Dimensional Decomposition Residual Network for 3D Semantic Scene Completion

Jie Li, Yu Liu, Dong Gong, +4

Convolutional Neural NetworkEngineeringMachine LearningSemantic Scene CompletionDepth Map +15