Xinwen Hou

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 39

Top Topics

Diffusion Model

Quantile Regression

Image Generation

Reinforcement Learning

Top Venues

IEEE Trans. Cybern.

Publications

Kecen Li, Chen Gong, Zhixiang Li, Yuzhong Zhao, Xinwen Hou, Tianhao Wang
PrivImage: Differentially Private Synthetic Image Generation using Diffusion Models with Semantic-Aware Pretraining. USENIX Security Symposium (2024)
Qiang He, Xinwen Hou
MEPE: A Minimalist Ensemble Policy Evaluation Operator for Deep Reinforcement Learning. ICASSP (2024)
Hewei Guo, Liping Ren, Jingjing Fu, Yuwang Wang, Zhizheng Zhang, Cuiling Lan, Haoqian Wang, Xinwen Hou
Template-guided Hierarchical Feature Restoration for Anomaly Detection. ICCV (2023)
Chao Li, Chen Gong, Qiang He, Xinwen Hou, Yu Liu
Centralized Cooperative Exploration Policy for Continuous Control Tasks. AAMAS (2023)
Chao Li, Chen Gong, Qiang He, Xinwen Hou
Keep Various Trajectories: Promoting Exploration of Ensemble Policies in Continuous Control. NeurIPS (2023)
Chao Li, Chen Gong, Qiang He, Xinwen Hou
Keep Various Trajectories: Promoting Exploration of Ensemble Policies in Continuous Control. CoRR (2023)
Hao Chen, Chen Gong, Yizhe Wang, Xinwen Hou
Recover Triggered States: Protect Model Against Backdoor Attack in Reinforcement Learning. CoRR (2023)
Chao Li, Chen Gong, Qiang He, Xinwen Hou, Yu Liu
Centralized Cooperative Exploration Policy for Continuous Control Tasks. CoRR (2023)
Qiang He, Huangyuan Su, Jieyu Zhang, Xinwen Hou
Frustratingly Easy Regularization on Representation Can Boost Deep Reinforcement Learning. CVPR (2023)
Kecen Li, Chen Gong, Zhixiang Li, Yuzhong Zhao, Xinwen Hou, Tianhao Wang
Meticulously Selecting 1% of the Dataset for Pre-training! Generating Differentially Private Images Data with Semantics Query. CoRR (2023)
Chenghao Li, Yuhui Fu, Ruihong Ouyang, Yu Liu, Xinwen Hou
ADTIDO: Detecting the Tired Deck Officer with Fusion Feature Methods. Sensors 22 (17) (2022)
Qiang He, Huangyuan Su, Jieyu Zhang, Xinwen Hou
Representation Gap in Deep Reinforcement Learning. CoRR (2022)
Qiang He, Xinwen Hou, Yu Liu
POPO: Pessimistic Offline Policy Optimization. ICASSP (2022)
Chen Gong, Zhou Yang, Yunpeng Bai, Jieke Shi, Arunesh Sinha, Bowen Xu, David Lo, Xinwen Hou, Guoliang Fan
Curiosity-Driven and Victim-Aware Adversarial Policies. ACSAC (2022)
Chen Gong, Zhou Yang, Yunpeng Bai, Junda He, Jieke Shi, Arunesh Sinha, Bowen Xu, Xinwen Hou, Guoliang Fan, David Lo
Mind Your Data! Hiding Backdoors in Offline Reinforcement Learning Datasets. CoRR (2022)
Siyu Xing, Chen Gong, Hewei Guo, Xiao-Yu Zhang, Xinwen Hou, Yu Liu
Unsupervised Domain Adaptation GAN Inversion for Image Editing. CoRR (2022)
Yunpeng Bai, Chen Gong, Bin Zhang, Guoliang Fan, Xinwen Hou, Yu Lu
Cooperative Multi-Agent Reinforcement Learning with Hypergraph Convolution. IJCNN (2022)
Yingying Chen, Xinwen Hou, Yu Liu
Minimizing Wasserstein-1 Distance by Quantile Regression for GANs Model. PRCV (4) (2021)
Xiaoyu Chen, Chen Gong, Qiang He, Xinwen Hou, Yu Liu
LDC-VAE: A Latent Distribution Consistency Approach to Variational AutoEncoders. CoRR (2021)
Chen Gong, Qiang He, Yunpeng Bai, Xiaoyu Chen, Xinwen Hou, Yu Liu, Guoliang Fan
Combing Policy Evaluation and Policy Improvement in a Unified f-Divergence Framework. CoRR (2021)
Qiang He, Chen Gong, Yuxun Qu, Xiaoyu Chen, Xinwen Hou, Yu Liu
MEPG: A Minimalist Ensemble Policy Gradient Framework for Deep Reinforcement Learning. CoRR (2021)
Chen Gong, Qiang He, Yunpeng Bai, Xinwen Hou, Guoliang Fan, Yu Liu
Wide-Sense Stationary Policy Optimization with Bellman Residual on Video Games. ICME (2021)
Yunpeng Bai, Chen Gong, Bin Zhang, Guoliang Fan, Xinwen Hou
Value Function Factorisation with Hypergraph Convolution for Cooperative Multi-agent Reinforcement Learning. CoRR (2021)
Yekun Chai, Jin Shuo, Xinwen Hou
Highway Transformer: Self-Gating Enhanced Self-Attentive Networks. CoRR (2020)
Yingying Chen, Xinwen Hou
An Improvement based on Wasserstein GAN for Alleviating Mode Collapsing. IJCNN (2020)
Qiang He, Xinwen Hou
Reducing Estimation Bias via Weighted Delayed Deep Deterministic Policy Gradient. CoRR (2020)
Qiang He, Xinwen Hou
WD3: Taming the Estimation Bias in Deep Reinforcement Learning. ICTAI (2020)
Yekun Chai, Jin Shuo, Xinwen Hou
Highway Transformer: Self-Gating Enhanced Self-Attentive Networks. ACL (2020)
Qiang He, Xinwen Hou
POPO: Pessimistic Offline Policy Optimization. CoRR (2020)
Chen Gong, Yunpeng Bai, Xinwen Hou, Xiaohui Ji
Stable Training of Bellman Error in Reinforcement Learning. ICONIP (5) (2020)
Runsheng Yu, Zhenyu Shi, Xinrun Wang, Rundong Wang, Buhong Liu, Xinwen Hou, Hanjiang Lai, Bo An
Inducing Cooperation via Team Regret Minimization based Multi-Agent Deep Reinforcement Learning. CoRR (2019)
Zhunan Li, Xinwen Hou
Mixing Update Q-value for Deep Reinforcement Learning. IJCNN (2019)
Xiangxiang Shen, Chuanhuan Yin, Xinwen Hou
Self-Attention for Deep Reinforcement Learning. ICMAI (2019)
Xiangxiang Shen, Chuanhuan Yin, Yekun Chai, Xinwen Hou
Exponential Moving Averaged Q-Network for DDPG. PRCV (1) (2019)
Yingjun Pei, Xinwen Hou
Learning Representations in Reinforcement Learning: An Information Bottleneck Approach. CoRR (2019)
Dongdong Wang, Xinwen Hou, Jiawei Xu, Shigang Yue, Cheng-Lin Liu
Traffic Sign Detection Using a Cascade Method With Fast Feature Extraction and Saliency Test. IEEE Trans. Intell. Transp. Syst. 18 (12) (2017)
Yongzhong Wang, Xu-Yao Zhang, Yanming Zhang, Xinwen Hou, Cheng-Lin Liu
Exploiting coarse-to-fine mechanism for fine-grained recognition. ICIP (2016)
Dongdong Wang, Xinwen Hou, Cheng-Lin Liu
Traffic sign detection from video: A fast approach with tracking. ACPR (2015)
Dongdong Wang, Shigang Yue, Jiawei Xu, Xinwen Hou, Cheng-Lin Liu
A saliency-based cascade method for fast traffic sign detection. Intelligent Vehicles Symposium (2015)
Yan-Ming Zhang, Kaizhu Huang, Xinwen Hou, Cheng-Lin Liu
Learning Locality Preserving Graph from Data. IEEE Trans. Cybern. 44 (11) (2014)
Yinglu Liu, Xinwen Hou, Cheng-Lin Liu
A Compact Spatial Feature Representation for Image Classification. ACPR (2013)
Xiao-Jie Jin, Qiu-Feng Wang, Xinwen Hou, Cheng-Lin Liu
Visual Gesture Character String Recognition by Classification-Based Segmentation with Stroke Deletion. ACPR (2013)
An Lu, Xinwen Hou, Cheng-Lin Liu, Xiaolin Chen
Insect species recognition using discriminative local soft coding. ICPR (2012)
Yinglu Liu, Xu-Yao Zhang, Kaizhu Huang, Xinwen Hou, Cheng-Lin Liu
Multiple Outlooks Learning with Support Vector Machines. ICONIP (3) (2012)
Yi-Feng Pan, Xinwen Hou, Cheng-Lin Liu
A Hybrid Approach to Detect and Localize Texts in Natural Scene Images. IEEE Trans. Image Process. 20 (3) (2011)
Heng Wang, Xinwen Hou, Cheng-Lin Liu
Boosting Incremental Semi-supervised Discriminant Analysis for Tracking. ICPR (2010)
Xiaobo Jin, Cheng-Lin Liu, Xinwen Hou
Regularized margin-based conditional log-likelihood loss for prototype learning. Pattern Recognit. 43 (7) (2010)
Yan-Ming Zhang, Yu Zhang, Dit-Yan Yeung, Cheng-Lin Liu, Xinwen Hou
Transductive Learning on Adaptive Graphs. AAAI (2010)
Yi-Feng Pan, Cheng-Lin Liu, Xinwen Hou
Fast scene text localization by learning-based filtering and verification. ICIP (2010)
Xiaobo Jin, Xinwen Hou, Cheng-Lin Liu
Multi-class AdaBoost with Hypothesis Margin. ICPR (2010)
Guoqiang Zhong, Wu-Jun Li, Dit-Yan Yeung, Xinwen Hou, Cheng-Lin Liu
Gaussian Process Latent Random Field. AAAI (2010)
Yan-Ming Zhang, Xinwen Hou, Shiming Xiang, Cheng-Lin Liu
Subspace Regularization: A New Semi-supervised Learning Method. ECML/PKDD (2) (2009)
Yi-Feng Pan, Xinwen Hou, Cheng-Lin Liu
Text Localization in Natural Scene Images Based on Conditional Random Field. ICDAR (2009)
Heng Wang, Xinwen Hou, Cheng-Lin Liu
Object tracking by bidirectional learning with feature selection. ICIP (2009)
Xiao-Hua Liu, Cheng-Lin Liu, Xinwen Hou
A pooled subspace mixture density model for pattern classification in high-dimensional spaces. IJCNN (2008)
Yi-Feng Pan, Xinwen Hou, Cheng-Lin Liu
A Robust System to Detect and Localize Texts in Natural Scene Images. Document Analysis Systems (2008)
Xiaobo Jin, Cheng-Lin Liu, Xinwen Hou
Prototype learning with margin-based conditional log-likelihood loss. ICPR (2008)
Xinwen Hou, Cheng-Lin Liu, Tieniu Tan
Learning Boosted Asymmetric Classifiers for Object Detection. CVPR (1) (2006)
Ying Wang, Xinwen Hou, Tieniu Tan
Recognize Multi-people Interaction Activity by PCA-HMMs. ACCV (1) (2006)
Jiali Cui, Tieniu Tan, Xinwen Hou, Yunhong Wang, Zhuoshi Wei
An Iris Detection Method Based on Structure Information. IWBRS (2005)