Zhefeng Gong

4 papers · 2019–2019 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

AAAI (2) IJCAI (2)

Top co-authors

Nenggan Zheng (4) Risheng Liu (2) Jun Wen (2) Junsong Yuan (2) Qian Zheng (1) Deli Wang (1) Changyou Chen (1) pengfei wang (1) Ting Zhao (1)

Research topics

Machine Learning (3) Deep Learning (2) Application Areas (2) Optimization & Theory (2) Artificial Intelligence (1) Computer Vision (1) Bayesian & Probabilistic (1) Domain-Specific (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Models (1) Processing (1)

Keywords

domain adaptation (2) unsupervised learning (1) reinforcement learning (1) stochastic gradient descent (1) transfer learning (1) image synthesis (1) unsupervised domain adaptation (1) distribution matching (1) variance reduction (1) generative model (1) proximal algorithm (1) synthetic data (1) bayesian neural network (1) synthetic training data (1) negative transfer (1) label distribution (1) domain-invariant representation (1) prediction uncertainty (1) asynchronous parallel (1) microscopy image (1)

Papers

Asynchronous Proximal Stochastic Gradient Algorithm for Composition Optimization Problems AAAI 2019 Bayesian Uncertainty Matching for Unsupervised Domain Adaptation IJCAI 2019 Exploiting Local Feature Patterns for Unsupervised Domain Adaptation AAAI 2019 Two-Stage Generative Models of Simulating Training Data at The Voxel Level for Large-Scale Microscopy Bioimage Segmentation IJCAI 2019