Tian Han

Computer Science · Physical Sciences

10h-index359citations36works8.22yr avg
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Research Topics

Generative Adversarial Networks and Image Synthesis(15), Face recognition and analysis(6), Visual Attention and Saliency Detection(5), Topic Modeling(4), Face and Expression Recognition(3)

Publications36 total

Effects of music therapy on emotion and behavior regulation in children with sensory integrative dysfunction
Journal of International Education and Development·2025Open Access
Residual Attention Based TransBiLSTM for Anomaly Electricity Consumption Detection
Lecture notes in electrical engineering·2024
Learning Multimodal Latent Generative Models with Energy-Based Prior
Lecture notes in computer science·2024
Prediction of Hard Magnetic Properties for Melt-Spun Nd2Fe14B and Nd2Fe14B/Fe3B Based on Machine Learning
Journal of Superconductivity and Novel Magnetism·2024· 1 cited
Advances in radiative sky cooling based on the promising electrospinning
Renewable and Sustainable Energy Reviews·2024· 48 cited
Fast Prediction of Car Driving Direction Velocity Field Based on Convolutional Neural Network with Data of Flow Simulation Nodes after Feature Enhancement
SSRN Electronic Journal·2024Open Access
Learning Hierarchical Features with Joint Latent Space Energy-Based Prior
2023· 4 cited
Distributed Traffic Engineering in Hybrid Software Defined Networks: A Multi-agent Reinforcement Learning Framework
arXiv (Cornell University)·2023· 1 citedOpen Access
Molecule Design by Latent Space Energy-Based Modeling and Gradual Distribution Shifting
arXiv (Cornell University)·2023Open Access
Learning Joint Latent Space EBM Prior Model for Multi-layer Generator
2023· 6 cited
Driving as well as on a Sunny Day? Predicting Driver's Fixation in Rainy Weather Conditions via a Dual-Branch Visual Model
IEEE/CAA Journal of Automatica Sinica·2022· 21 cited
Lavs: A Lightweight Audio-Visual Saliency Prediction Model
2021· 8 cited
Saliency Prediction on Omnidirectional Images with Brain-Like Shallow Neural Network
2021· 1 cited
Generative Text Modeling through Short Run Inference
2021· 1 citedOpen Access
Towards multi-scale deep features learning with correlation metric for person re-identification
Knowledge-Based Systems·2020· 7 cited
Semi-supervised Learning by Latent Space Energy-Based Model of Symbol-Vector Coupling
arXiv (Cornell University)·2020· 3 citedOpen Access
Learning Latent Space Energy-Based Prior Model for Molecule Generation
arXiv (Cornell University)·2020· 7 citedOpen Access
Deformable Generator Networks: Unsupervised Disentanglement of Appearance and Geometry
IEEE Transactions on Pattern Analysis and Machine Intelligence·2020· 16 cited
Ransp: Ranking Attention Network For Saliency Prediction On Omnidirectional Images
2020· 3 cited
On the Anatomy of MCMC-Based Maximum Likelihood Learning of Energy-Based Models
Proceedings of the AAAI Conference on Artificial Intelligence·2020· 38 citedOpen Access
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Frequent Co-authors

Ying Wu(16), Song‐Chun Zhu(8), Xianglei Xing(7), Erik Nijkamp(6), Dandan Zhu(5), Qiangqiang Zhou(5), Yongqing Chen(5), Defang Zhao(4), Xiaokang Yang(4), Jiali Cui(4), Ruiqi Gao(3), Ying Wu(3), Bo Pang(3), Bo Pang(3), Mitch Hill(2), Hongmei Yan(2), Jiawen Wu(2), Xiongkuo Min(2), Guangtao Zhai(2), Jiawen Wu(2)