1 code implementation • 19 Dec 2023 • Junkai Xu, Liang Peng, Haoran Cheng, Linxuan Xia, Qi Zhou, Dan Deng, Wei Qian, Wenxiao Wang, Deng Cai
To resolve this problem, we propose to regulate intermediate dense 3D features with the help of volume rendering.
1 code implementation • 5 Jan 2020 • Xufeng Huang, Qiang Lei, Tingli Xie, Ya-Hui Zhang, Zhen Hu, Qi Zhou
Some content of the article needs to be kept secret
1 code implementation • 19 Feb 2023 • Jie Wang, Rui Yang, Zijie Geng, Zhihao Shi, Mingxuan Ye, Qi Zhou, Shuiwang Ji, Bin Li, Yongdong Zhang, Feng Wu
The appealing features of RSD-OA include that: (1) RSD-OA is invariant to visual distractions, as it is conditioned on the predefined subsequent action sequence without task-irrelevant information from transition dynamics, and (2) the reward sequence captures long-term task-relevant information in both rewards and transition dynamics.
1 code implementation • 12 Feb 2023 • Qiyuan Liu, Qi Zhou, Rui Yang, Jie Wang
To tackle this problem, we propose a novel clustering-based approach, namely Clustering with Bisimulation Metrics (CBM), which learns robust representations by grouping visual observations in the latent space.
1 code implementation • 28 Nov 2019 • Qi Zhou, Houqiang Li, Jie Wang
In this paper, We propose a Policy Optimization method with Model-Based Uncertainty (POMBU)---a novel model-based approach---that can effectively improve the asymptotic performance using the uncertainty in Q-values.
Model-based Reinforcement Learning reinforcement-learning +1
1 code implementation • 9 Dec 2020 • Qi Zhou, Haipeng Chen, Yitao Zheng, Zhen Wang
As one of the most powerful topic models, Latent Dirichlet Allocation (LDA) has been used in a vast range of tasks, including document understanding, information retrieval and peer-reviewer assignment.
no code implementations • 8 Apr 2018 • Haiping Zhu, Qi Zhou, Junping Zhang, James Z. Wang
The latent vector preserves personalized face features and the age controls facial aging and rejuvenation.
Ranked #1 on Age Estimation on MORPH
no code implementations • 21 Jan 2020 • Qi Zhou, Jingjie Zhu, Junwen Zhang, Zhensheng Jia, Bernardo Huberman, Gee-Kung Chang
A novel intelligent bandwidth allocation scheme in NG-EPON using reinforcement learning is proposed and demonstrated for latency management.
no code implementations • NeurIPS 2020 • Qi Zhou, Yufei Kuang, Zherui Qiu, Houqiang Li, Jie Wang
However, in continuous action spaces, integrating entropy regularization with expressive policies is challenging and usually requires complex inference procedures.
no code implementations • 27 Dec 2019 • Bo Song, Yangqian Yan, Chengdong He, Zejian Ren, Qi Zhou, Gyu-Boong Jo
Blurring the boundary between bosons and fermions lies at the heart of a wide range of intriguing quantum phenomena in multiple disciplines, ranging from condensed matter physics and atomic, molecular and optical physics to high energy physics.
Quantum Gases Other Condensed Matter Quantum Physics
no code implementations • 20 Dec 2021 • Yufei Kuang, Miao Lu, Jie Wang, Qi Zhou, Bin Li, Houqiang Li
Many existing algorithms learn robust policies by modeling the disturbance and applying it to source environments during training, which usually requires prior knowledge about the disturbance and control of simulators.
no code implementations • 14 Dec 2022 • Zhihai Wang, Taoxing Pan, Qi Zhou, Jie Wang
In many real-world applications of reinforcement learning (RL), performing actions requires consuming certain types of resources that are non-replenishable in each episode.
no code implementations • 3 Jan 2024 • Qi Zhou, Wannapon Suraworachet, Mutlu Cukurova
Using learning analytics to investigate and support collaborative learning has been explored for many years.
no code implementations • 6 Feb 2024 • Qi Zhou, Dongxia Wang, Tianlin Li, Zhihong Xu, Yang Liu, Kui Ren, Wenhai Wang, Qing Guo
To expose this potential vulnerability, we aim to build an adversarial attack forcing SDEdit to generate a specific data distribution aligned with a specified attribute (e. g., female), without changing the input's attribute characteristics.
no code implementations • 2 Mar 2024 • Chu Wang, Jinhong Wu, Yanzhi Wang, Zhijian Zha, Qi Zhou
The framework is generalized to deal with new parametric conditions of systems.
no code implementations • 5 Mar 2024 • Chu Wang, Jinhong Wu, Yanzhi Wang, Zhijian Zha, Qi Zhou
Metric vectors are regarded as located on latent uniform domain, wherein spatial and spectral transformation offer highly regular constraints on solution space.