Search Results for author: Nan Gao

Found 9 papers, 1 papers with code

DiffMAC: Diffusion Manifold Hallucination Correction for High Generalization Blind Face Restoration

no code implementations15 Mar 2024 Nan Gao, Jia Li, Huaibo Huang, Zhi Zeng, Ke Shang, Shuwu Zhang, Ran He

Experimental results demonstrate the superiority of DiffMAC over state-of-the-art methods, with a high degree of generalization in real-world and heterogeneous settings.

Attribute Blind Face Restoration +1

GesGPT: Speech Gesture Synthesis With Text Parsing from GPT

no code implementations23 Mar 2023 Nan Gao, Zeyu Zhao, Zhi Zeng, Shuwu Zhang, Dongdong Weng

Gesture synthesis has gained significant attention as a critical research area, focusing on producing contextually appropriate and natural gestures corresponding to speech or textual input.

Gesture Generation

A Fast Attention Network for Joint Intent Detection and Slot Filling on Edge Devices

no code implementations16 May 2022 Liang Huang, Senjie Liang, Feiyang Ye, Nan Gao

In this paper, we propose a Fast Attention Network (FAN) for joint intent detection and slot filling tasks, guaranteeing both accuracy and latency.

Intent Detection Natural Language Understanding +3

Generative Adversarial Networks for Spatio-temporal Data: A Survey

no code implementations18 Aug 2020 Nan Gao, Hao Xue, Wei Shao, Sichen Zhao, Kyle Kai Qin, Arian Prabowo, Mohammad Saiedur Rahaman, Flora D. Salim

Generative Adversarial Networks (GANs) have shown remarkable success in producing realistic-looking images in the computer vision area.

Imputation Time Series +2

Overview: Computer vision and machine learning for microstructural characterization and analysis

no code implementations28 May 2020 Elizabeth A. Holm, Ryan Cohn, Nan Gao, Andrew R. Kitahara, Thomas P. Matson, Bo Lei, Srujana Rao Yarasi

The characterization and analysis of microstructure is the foundation of microstructural science, connecting the materials structure to its composition, process history, and properties.

BIG-bench Machine Learning Image Classification +5

Transfer Learning for Thermal Comfort Prediction in Multiple Cities

no code implementations29 Apr 2020 Nan Gao, Wei Shao, Mohammad Saiedur Rahaman, Jun Zhai, Klaus David, Flora D. Salim

The main purpose of HVAC, maintaining appropriate thermal comfort, is crucial for the best utilisation of energy usage.

Transfer Learning

Data Augmentation for Deep Learning-based Radio Modulation Classification

no code implementations6 Dec 2019 Liang Huang, Weijian Pan, You Zhang, LiPing Qian, Nan Gao, Yuan Wu

Deep learning has recently been applied to automatically classify the modulation categories of received radio signals without manual experience.

Classification Data Augmentation +1

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