Chang, Xiaojun

A Survey of Deep Active Learning

Ren, P., Xiao, Y., Chang, X., Huang, P.-Y., Li, Z., Gupta, B. B., Chen, X., & Wang, X. (2022) · ACM Computing Surveys

Machine Learning and AlgorithmsDomain Adaptation and Few-Shot Learning

Cited by 1,169

A Semisupervised Recurrent Convolutional Attention Model for Human Activity Recognition

Chen, K., Yao, L., Zhang, D., Wang, X., Chang, X., & Nie, F. (2020) · IEEE Transactions on Neural Networks and Learning Systems

Context-Aware Activity Recognition SystemsHuman Pose and Action Recognition

Cited by 368

Vision-language navigation with self-supervised auxiliary reasoning tasks

Zhu, F., Zhu, Y., Chang, X., & Liang, X. (2020) · 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Multimodal Machine Learning ApplicationsReinforcement Learning in Robotics

Cited by 223

Dynamic Graph Enhanced Contrastive Learning for Chest X-Ray Report Generation

Li, M., Lin, B., Chen, Z., Lin, H., Liang, X., & Chang, X. (2023) · 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Multimodal Machine Learning ApplicationsArtificial Intelligence in Healthcare and Education

Cited by 206

ProAgent: Building Proactive Cooperative Agents with Large Language Models

Zhang, C., Yang, K., Hu, S., Wang, Z., Li, G., Sun, Y., Zhang, C., Zhang, Z., Liu, A., Zhu, S.-C., et al. (2024) · Proceedings of the AAAI Conference on Artificial Intelligence

Reinforcement Learning in RoboticsMulti-Agent Systems and Negotiation

Cited by 88

Overcoming Multi-Model Forgetting in One-Shot NAS With Diversity Maximization

Zhang, M., Li, H., Pan, S., Chang, X., & Su, S. (2020) · 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 83

Vision-Language Navigation with Random Environmental Mixup

Liu, C., Zhu, F., Chang, X., Liang, X., Ge, Z., & Shen, Y.-D. (2021) · 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

Multimodal Machine Learning ApplicationsReinforcement Learning in Robotics

Cited by 80

Cross-modal Clinical Graph Transformer for Ophthalmic Report Generation

Li, M., Cai, W., Verspoor, K., Pan, S., Liang, X., & Chang, X. (2022) · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Multimodal Machine Learning ApplicationsArtificial Intelligence in Healthcare and Education

Cited by 60