Tao, Dacheng

Knowledge Distillation: A Survey

Gou, J., Yu, B., Maybank, S. J., & Tao, D. (2021) · International Journal of Computer Vision

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 3,931

DehazeNet: An End-to-End System for Single Image Haze Removal

Cai, B., Xu, X., Jia, K., Qing, C., & Tao, D. (2016) · IEEE Transactions on Image Processing

Image Enhancement TechniquesAdvanced Image Processing Techniques

Cited by 3,367

Deep Ordinal Regression Network for Monocular Depth Estimation

Fu, H., Gong, M., Wang, C., Batmanghelich, K., & Tao, D. (2018) · 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition

Advanced Vision and ImagingAdvanced Neural Network Applications

Cited by 1,991

A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications

Gui, J., Sun, Z., Wen, Y., Tao, D., & Ye, J. (2023) · IEEE Transactions on Knowledge and Data Engineering

Generative Adversarial Networks and Image SynthesisAdversarial Robustness in Machine Learning

Cited by 1,231

Empowering things with intelligence: a survey of the progress, challenges, and opportunities in artificial intelligence of things

Zhang, J., & Tao, D. (2021) · IEEE Internet of Things Journal

IoT and Edge/Fog ComputingInternet of Things and AI

Cited by 774

MirrorGAN: Learning Text-To-Image Generation by Redescription

Qiao, T., Zhang, J., Xu, D., & Tao, D. (2019) · 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Generative Adversarial Networks and Image SynthesisMultimodal Machine Learning Applications

Cited by 644

Robust Face Recognition via Multimodal Deep Face Representation

Ding, C., & Tao, D. (2015) · IEEE Transactions on Multimedia

Face recognition and analysisFace and Expression Recognition

Cited by 449

Deep semantic understanding of high resolution remote sensing image

Qu, B., Li, X., Tao, D., & Lu, X. (2016) · 2016 International Conference on Computer, Information and Telecommunication Systems (CITS)

Multimodal Machine Learning ApplicationsRemote-Sensing Image Classification

Cited by 350

Expressive power of parametrized quantum circuits

Du, Y., Hsieh, M.-H., Liu, T., & Tao, D. (2020) · Physical Review Research

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 318

Slow feature analysis for human action recognition

Zhang, Z., & Tao, D. (2012) · IEEE Transactions on Pattern Analysis and Machine Intelligence

Human Pose and Action RecognitionHand Gesture Recognition Systems

Cited by 307

ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering

Yu, Z., Xu, D., Yu, J., Yu, T., Zhao, Z., Zhuang, Y., & Tao, D. (2019) · Proceedings of the AAAI Conference on Artificial Intelligence

Multimodal Machine Learning ApplicationsHuman Pose and Action Recognition

Cited by 281

Image Quality Assessment Based on Multiscale Geometric Analysis

Gao, X., Lu, W., Tao, D., & Li, X. (2009) · IEEE Transactions on Image Processing

Image and Video Quality AssessmentImage Retrieval and Classification Techniques

Cited by 252

Multistage GAN for Fabric Defect Detection

Liu, J., Wang, C., Su, H., Du, B., & Tao, D. (2020) · IEEE Transactions on Image Processing

Industrial Vision Systems and Defect DetectionGenerative Adversarial Networks and Image Synthesis

Cited by 247

Self-Supervised Representation Learning by Rotation Feature Decoupling

Feng, Z., Xu, C., & Tao, D. (2019) · 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 225

Category Anchor-Guided Unsupervised Domain Adaptation for Semantic Segmentation

Zhang, Q., Zhang, J., Liu, W., & Tao, D. (2019) · arXiv

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 219

Progressive LiDAR adaptation for road detection

Chen, Z., Zhang, J., & Tao, D. (2019) · IEEE/CAA Journal of Automatica Sinica

Autonomous Vehicle Technology and SafetyAutomated Road and Building Extraction

Cited by 205

Patch Slimming for Efficient Vision Transformers

Tang, Y., Han, K., Wang, Y., Xu, C., Guo, J., Xu, C., & Tao, D. (2022) · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Advanced Neural Network ApplicationsVisual Attention and Saliency Detection

Cited by 201

FAMED-Net: A Fast and Accurate Multi-Scale End-to-End Dehazing Network

Zhang, J., & Tao, D. (2020) · IEEE Transactions on Image Processing

Image Enhancement TechniquesAdvanced Image Processing Techniques

Cited by 196

Collect and Select: Semantic Alignment Metric Learning for Few-Shot Learning

Hao, F., He, F., Cheng, J., Wang, L., Cao, J., & Tao, D. (2019) · 2019 IEEE/CVF International Conference on Computer Vision (ICCV)

Domain Adaptation and Few-Shot LearningAdvanced Image and Video Retrieval Techniques

Cited by 167

Can ChatGPT Understand Too? A Comparative Study on ChatGPT and Fine-tuned BERT

Zhong, Q., Ding, L., Liu, J., Du, B., & Tao, D. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 146

Artificial intelligence for breast cancer screening: Opportunity or hype?

Houssami, N., Lee, C. I., Buist, D. S. M., & Tao, D. (2017) · The Breast

AI in cancer detectionArtificial Intelligence in Healthcare and Education

Cited by 106

Shortcut Learning of Large Language Models in Natural Language Understanding

Du, M., He, F., Zou, N., Tao, D., & Hu, X. (2024) · Communications of the ACM

Topic ModelingNatural Language Processing Techniques

Cited by 94

Deep Neural Networks with Relativity Learning for facial expression recognition

Guo, Y., Tao, D., Yu, J., Xiong, H., Li, Y., & Tao, D. (2016) · 2016 IEEE International Conference on Multimedia & Expo Workshops (ICMEW)

Emotion and Mood RecognitionFace recognition and analysis

Cited by 93

Searching for Low-Bit Weights in Quantized Neural Networks

Yang, Z., Wang, Y., Han, K., Xu, C., Xu, C., Tao, D., & Xu, C. (2020) · arXiv

Advanced Neural Network ApplicationsLow-power high-performance VLSI design

Cited by 64