Search Results for author: Fang Zhang

Found 5 papers, 3 papers with code

Empowering Diffusion Models on the Embedding Space for Text Generation

1 code implementation19 Dec 2022 Zhujin Gao, Junliang Guo, Xu Tan, Yongxin Zhu, Fang Zhang, Jiang Bian, Linli Xu

Diffusion models have achieved state-of-the-art synthesis quality on both visual and audio tasks, and recent works further adapt them to textual data by diffusing on the embedding space.

Denoising Machine Translation +2

Classical Simulation of Intermediate-Size Quantum Circuits

no code implementations3 May 2018 Jianxin Chen, Fang Zhang, Cupjin Huang, Michael Newman, Yaoyun Shi

We introduce a distributed classical simulation algorithm for general quantum circuits, and present numerical results for calculating the output probabilities of universal random circuits.

Quantum Physics

Fast Top-k Area Topics Extraction with Knowledge Base

no code implementations13 Oct 2017 Fang Zhang, Xiaochen Wang, Jingfei Han, Jie Tang, Shiyin Wang, Marie-Francine Moens

We leverage a large-scale knowledge base (Wikipedia) to generate topic embeddings using neural networks and use this kind of representations to help capture the representativeness of topics for given areas.

Combining Deep Reinforcement Learning and Safety Based Control for Autonomous Driving

1 code implementation1 Dec 2016 Xi Xiong, Jianqiang Wang, Fang Zhang, Keqiang Li

Combining deep reinforcement learning and safety based control can get good performance for self-driving and collision avoidance.

Robotics

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