Conditional Random Fields as Recurrent Neural Networks

Shuai Zheng, Sadeep Jayasumana, Bernardino Romera‐Paredes, +5

Structured PredictionConvolutional Neural NetworkScene AnalysisEngineeringMachine Learning +17

Efficient Salient Region Detection with Soft Image Abstraction

Ming‐Ming Cheng, Jonathan Warrell, Wen-Yan Lin, +3

Scene AnalysisMachine VisionImage AnalysisEngineeringScene Interpretation +9

Fast End-to-End Trainable Guided Filter

Huikai Wu, Shuai Zheng, Junge Zhang, +1

GP-GAN

Huikai Wu, Shuai Zheng, Junge Zhang, +1

High-resolution Image BlendingImage AnalysisMachine LearningData ScienceEngineering +8

Conditional Random Fields Meet Deep Neural Networks for Semantic Segmentation: Combining Probabilistic Graphical Models with Deep Learning for Structured Prediction

Anurag Arnab, Shuai Zheng, Sadeep Jayasumana, +7

IEEE Signal Processing Magazine

Structured PredictionGeometric LearningScene AnalysisEngineeringMachine Learning +17

GP-GAN: Towards Realistic High-Resolution Image Blending

Huikai Wu, Shuai Zheng, Junge Zhang, +1

arXiv (Cornell University)

Image AnalysisMachine LearningData ScienceEngineeringGenerative Adversarial Network +9

DenseCut: Densely Connected CRFs for Realtime GrabCut

Ming‐Ming Cheng, Victor Adrian Prisacariu, Shuai Zheng, +2

Computer Graphics Forum

Scene AnalysisMachine VisionImage AnalysisData ScienceEngineering +12

Dense Semantic Image Segmentation with Objects and Attributes

Shuai Zheng, Ming‐Ming Cheng, Jonathan Warrell, +4

Scene AnalysisEngineeringMachine LearningNatural Language ProcessingShiny Red Chair +16

ImageSpirit

Ming‐Ming Cheng, Shuai Zheng, Wen-Yan Lin, +5

ACM Transactions on Graphics

Collaborative Edge Computing and Caching With Deep Reinforcement Learning Decision Agents

Jianji Ren, Haichao Wang, Tingting Hou, +2

IEEE Access

Artificial IntelligenceMobile Data OffloadingEngineeringEdge DeviceDeep Reinforcement Learning +12