Zhihai He

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 108

Top Venues

CoRR

IEEE Access

IEEE Trans. Circuits Syst. Video Technol.

IEEE Trans. Multim.

Publications

Xueting Hu, Ce Zhang, Yi Zhang, Bowen Hai, Ke Yu, Zhihai He
Learning to Adapt CLIP for Few-Shot Monocular Depth Estimation. WACV (2024)
Zhehan Kan, Xueting Hu, Zihan Liao, Ke Yu, Zhihai He
Cross-Constrained Progressive Inference for 3D Hand Pose Estimation with Dynamic Observer-Decision-Adjuster Networks. AAAI (2024)
Yi Zhang, Ce Zhang, Yushun Tang, Zhihai He
Cross-Modal Concept Learning and Inference for Vision-Language Models. Neurocomputing 583 (2024)
Shichao Kan, Yuhai Deng, Yixiong Liang, Lihui Cen, Zhe Qu, Yigang Cen, Zhihai He
Unsupervised Collaborative Metric Learning with Mixed-Scale Groups for General Object Retrieval. CoRR (2024)
Yi Zhang, Ke Yu, Siqi Wu, Zhihai He
Conceptual Codebook Learning for Vision-Language Models. CoRR (2024)
Yi Zhang, Chun-Wun Cheng, Ke Yu, Zhihai He, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero
NODE-Adapter: Neural Ordinary Differential Equations for Better Vision-Language Reasoning. CoRR (2024)
Yi Zhang, Ce Zhang, Ke Yu, Yushun Tang, Zhihai He
Concept-Guided Prompt Learning for Generalization in Vision-Language Models. CoRR (2024)
Shuoshuo Chen, Yushun Tang, Zhehan Kan, Zhihai He
Learning Inference-Time Drift Sensor-Actuator for Domain Generalization. ICASSP (2024)
Yushun Tang, Shuoshuo Chen, Zhehan Kan, Yi Zhang, Qinghai Guo, Zhihai He
Learning Visual Conditioning Tokens to Correct Domain Shift for Fully Test-time Adaptation. CoRR (2024)
Yi Zhang, Ce Zhang, Ke Yu, Yushun Tang, Zhihai He
Concept-Guided Prompt Learning for Generalization in Vision-Language Models. AAAI (2024)
Ce Zhang, Kailiang Wu, Zhihai He
Critical Sampling for Robust Evolution Operator Learning of Unknown Dynamical Systems. IEEE Trans. Artif. Intell. 5 (6) (2024)
Yushun Tang, Ce Zhang, Heng Xu, Shuoshuo Chen, Jie Cheng, Luziwei Leng, Qinghai Guo, Zhihai He
Neuro-Modulated Hebbian Learning for Fully Test-Time Adaptation. CVPR (2023)
Yi Zhang, Ce Zhang, Zihan Liao, Yushun Tang, Zhihai He
BDC-Adapter: Brownian Distance Covariance for Better Vision-Language Reasoning. CoRR (2023)
Xueting Hu, Ce Zhang, Yi Zhang, Bowen Hai, Ke Yu, Zhihai He
Learning to Adapt CLIP for Few-Shot Monocular Depth Estimation. CoRR (2023)
Yushun Tang, Ce Zhang, Heng Xu, Shuoshuo Chen, Jie Cheng, Luziwei Leng, Qinghai Guo, Zhihai He
Neuro-Modulated Hebbian Learning for Fully Test-Time Adaptation. CoRR (2023)
Zhehan Kan, Shuoshuo Chen, Ce Zhang, Yushun Tang, Zhihai He
Self-Correctable and Adaptable Inference for Generalizable Human Pose Estimation. CVPR (2023)
Ce Zhang, Kailiang Wu, Zhihai He
Critical Sampling for Robust Evolution Operator Learning of Unknown Dynamical Systems. CoRR (2023)
Yushun Tang, Qinghai Guo, Zhihai He
Cross-Inferential Networks for Source-Free Unsupervised Domain Adaptation. ICIP (2023)
Yi Zhang, Ce Zhang, Yushun Tang, Zhihai He
Cross-Modal Concept Learning and Inference for Vision-Language Models. CoRR (2023)
Yi Zhang, Ce Zhang, Xueting Hu, Zhihai He
Unsupervised Prototype Adapter for Vision-Language Models. CoRR (2023)
Yi Zhang, Ce Zhang, Xueting Hu, Zhihai He
Unsupervised Prototype Adapter for Vision-Language Models. PRCV (1) (2023)
Shichao Kan, Zhiquan He, Yigang Cen, Yang Li, Vladimir Mladenovic, Zhihai He
Contrastive Bayesian Analysis for Deep Metric Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (6) (2023)
Md. Moniruzzaman, Zhaozheng Yin, Zhihai He, Ming C. Leu, Ruwen Qin
Jointly-Learnt Networks for Future Action Anticipation via Self-Knowledge Distillation and Cycle Consistency. IEEE Trans. Circuits Syst. Video Technol. 33 (7) (2023)
Yi Zhang, Ce Zhang, Zihan Liao, Yushun Tang, Zhihai He
BDC-Adapter: Brownian Distance Covariance for Better Vision-Language Reasoning. BMVC (2023)
Zhehan Kan, Shuoshuo Chen, Ce Zhang, Yushun Tang, Zhihai He
Self-Correctable and Adaptable Inference for Generalizable Human Pose Estimation. CoRR (2023)
Qifan Liu, Wenming Cao, Zhihai He
Cycle optimization metric learning for few-shot classification. Pattern Recognit. 139 (2023)
Yushun Tang, Qinghai Guo, Zhihai He
Cross-Inferential Networks for Source-free Unsupervised Domain Adaptation. CoRR (2023)
Md. Moniruzzaman, Zhaozheng Yin, Zhihai He, Ruwen Qin, Ming C. Leu
Human Action Recognition by Discriminative Feature Pooling and Video Segment Attention Model. IEEE Trans. Multim. 24 (2022)
Shichao Kan, Zhiquan He, Yigang Cen, Yang Li, Vladimir Mladenovic, Zhihai He
Contrastive Bayesian Analysis for Deep Metric Learning. CoRR (2022)
Zhineng Zhao, Qifan Liu, Wenming Cao, Deliang Lian, Zhihai He
Self-guided information for few-shot classification. Pattern Recognit. 131 (2022)
Shichao Kan, Yixiong Liang, Min Li, Yigang Cen, Jianxin Wang, Zhihai He
Coded Residual Transform for Generalizable Deep Metric Learning. NeurIPS (2022)
Zhehan Kan, Shuoshuo Chen, Zeng Li, Zhihai He
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation. CoRR (2022)
Zhehan Kan, Shuoshuo Chen, Zeng Li, Zhihai He
Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation. ECCV (5) (2022)
Shichao Kan, Yigang Cen, Yang Li, Vladimir Mladenovic, Zhihai He
Local Semantic Correlation Modeling Over Graph Neural Networks for Deep Feature Embedding and Image Retrieval. IEEE Trans. Image Process. 31 (2022)
Hao Sun, Zhiqun Zhao, Zhaozheng Yin, Zhihai He
Reciprocal Twin Networks for Pedestrian Motion Learning and Future Path Prediction. IEEE Trans. Circuits Syst. Video Technol. 32 (3) (2022)
Wenming Cao, Canta Zheng, Zhiyue Yan, Zhihai He, Weixin Xie
Geometric machine learning: research and applications. Multim. Tools Appl. 81 (21) (2022)
Shichao Kan, Yixiong Liang, Min Li, Yigang Cen, Jianxin Wang, Zhihai He
Coded Residual Transform for Generalizable Deep Metric Learning. CoRR (2022)
Qiubin Lin, Wenming Cao, Zhiquan He, Zhihai He
Mask Cross-Modal Hashing Networks. IEEE Trans. Multim. 23 (2021)
Shichao Kan, Yi Cen, Yigang Cen, Vladimir Mladenovic, Yang Li, Zhihai He
Zero-Shot Learning to Index on Semantic Trees for Scalable Image Retrieval. IEEE Trans. Image Process. 30 (2021)
Celina Ma, Haohong Wang, Hao Sun, Elliot van Huijgevoort, Mea Wang, Zhihai He
Powering TV Experiences with Anytime Environmental Exploration. CHI Extended Abstracts (2021)
Ahmed Ahmed, Hayder Yousif, Zhihai He
Ensemble diversified learning for image classification with noisy labels. Multim. Tools Appl. 80 (14) (2021)
Shichao Kan, Yigang Cen, Yang Li, Vladimir Mladenovic, Zhihai He
Relative Order Analysis and Optimization for Unsupervised Deep Metric Learning. CVPR (2021)
Yi Luo, Wenming Cao, Zhiquan He, Wenlan Zou, Zhihai He
Deformable adversarial registration network with multiple loss constraints. Comput. Medical Imaging Graph. 91 (2021)
Kyle Jorgensen, Zhiqun Zhao, Haohong Wang, Mea Wang, Zhihai He
Context-Aware Question-Answer for Interactive Media Experiences. IMX (2021)
Zhiqun Zhao, Hengyou Wang, Hao Sun, Zhihai He
Structure-Preserving Progressive Low-rank Image Completion for Defending Adversarial Attacks. CoRR (2021)
Wenlan Zou, Yi Luo, Wenming Cao, Zhiquan He, Zhihai He
A cascaded registration network RCINet with segmentation mask. Neural Comput. Appl. 33 (23) (2021)
Yang Li, Zhiqun Zhao, Hao Sun, Yigang Cen, Zhihai He
Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets. IEEE Trans. Multim. 23 (2021)
Sai Shreya Nuguri, Prasad Calyam, Roland Oruche, Aniket Gulhane, Samaikya Valluripally, Janine Stichter, Zhihai He
vSocial: a cloud-based system for social virtual reality learning environment applications in special education. Multim. Tools Appl. 80 (11) (2021)
Yang Li, Shichao Kan, Wenming Cao, Zhihai He
Learned Model Composition With Critical Sample Look-Ahead for Semi-Supervised Learning on Small Sets of Labeled Samples. IEEE Trans. Circuits Syst. Video Technol. 31 (9) (2021)
Yang Li, Shichao Kan, Jianhe Yuan, Wenming Cao, Zhihai He
Spatial Assembly Networks for Image Representation Learning. CVPR (2021)
Zhiqun Zhao, Hengyou Wang, Hao Sun, Wenming Cao, Zhihai He
Structure-Oriented Progressive Low-Rank Image Restoration for Defending Adversarial Attacks. ICME (2021)
Zhiqun Zhao, Hengyou Wang, Hao Sun, Jianhe Yuan, Zhongchao Huang, Zhihai He
Removing Adversarial Noise via Low-Rank Completion of High-Sensitivity Points. IEEE Trans. Image Process. 30 (2021)
Roland Oruche, Vaibhav Akashe, Samaikya Valluripally, Aniket Gulhane, Prasad Calyam, Janine Stichter, Zhihai He
A Networked Social Virtual Reality Learning Environment Platform for Special Education. LCN (2021)
Jianhe Yuan, Zhihai He
Consistency-Sensitivity Guided Ensemble Black-Box Adversarial Attacks in Low-Dimensional Spaces. ICCV (2021)
Zhihai He, Bo Yang, Chaoxian Chen, Qilin Mu, Zesong Li
CLDA: an adversarial unsupervised domain adaptation method with classifier-level adaptation. Multim. Tools Appl. 79 (45-46) (2020)
Jianhe Yuan, Zhihai He
Ensemble Generative Cleaning with Feedback Loops for Defending Adversarial Attacks. CoRR (2020)
Ahmed Ahmed, Hayder Yousif, Roland Kays, Zhihai He
Animal species classification using deep neural networks with noise labels. Ecol. Informatics 57 (2020)
Wenming Cao, Rui Wu, Guitao Cao, Zhihai He
A Comprehensive Review of Computer-Aided Diagnosis of Pulmonary Nodules Based on Computed Tomography Scans. IEEE Access 8 (2020)
Yang Li, Shichao Kan, Zhihai He
Unsupervised Deep Metric Learning with Transformed Attention Consistency and Contrastive Clustering Loss. ECCV (11) (2020)
Hao Sun, Zhiqun Zhao, Zhihai He
Reciprocal Learning Networks for Human Trajectory Prediction. CoRR (2020)
Wenming Cao, Zhiyue Yan, Zhiquan He, Zhihai He
A Comprehensive Survey on Geometric Deep Learning. IEEE Access 8 (2020)
Wenming Cao, Wenshuo Feng, Qiubin Lin, Guitao Cao, Zhihai He
A Review of Hashing Methods for Multimodal Retrieval. IEEE Access 8 (2020)
Jianhe Yuan, Zhihai He
Adversarial Dual Network Learning With Randomized Image Transform for Restoring Attacked Images. IEEE Access 8 (2020)
Jianqi Zhong, Hao Sun, Wenming Cao, Zhihai He
Pedestrian Motion Trajectory Prediction With Stereo-Based 3D Deep Pose Estimation and Trajectory Learning. IEEE Access 8 (2020)
Md. Moniruzzaman, Zhaozheng Yin, Zhihai He, Ruwen Qin, Ming C. Leu
Action Completeness Modeling with Background Aware Networks for Weakly-Supervised Temporal Action Localization. ACM Multimedia (2020)
Hengyou Wang, Yang Li, Yigang Cen, Zhihai He
Multi-Matrices Low-Rank Decomposition With Structural Smoothness for Image Denoising. IEEE Trans. Circuits Syst. Video Technol. 30 (2) (2020)
Hao Sun, Guanghan Ning, Zhiqun Zhao, Zhongchao Huang, Zhihai He
Automated work efficiency analysis for smart manufacturing using human pose tracking and temporal action localization. J. Vis. Commun. Image Represent. 73 (2020)
Yang Li, Shichao Kan, Zhihai He
Unsupervised Deep Metric Learning with Transformed Attention Consistency and Contrastive Clustering Loss. CoRR (2020)
Shichao Kan, Linna Zhang, Zhihai He, Yigang Cen, Shiming Chen, Jikun Zhou
Metric learning-based kernel transformer with triplets and label constraints for feature fusion. Pattern Recognit. 99 (2020)
Zhiqun Zhao, Hengyou Wang, Hao Sun, Zhihai He
L1-norm low-rank linear approximation for accelerating deep neural networks. Neurocomputing 400 (2020)
Qiubin Lin, Wenming Cao, Zhihai He, Zhiquan He
Semantic deep cross-modal hashing. Neurocomputing 396 (2020)
Hao Sun, Zhiqun Zhao, Zhihai He
Reciprocal Learning Networks for Human Trajectory Prediction. CVPR (2020)
Jianhe Yuan, Zhihai He
Ensemble Generative Cleaning With Feedback Loops for Defending Adversarial Attacks. CVPR (2020)
Ahmed Ahmed, Hayder Yousif, Roland Kays, Zhihai He
Semantic region of interest and species classification in the deep neural network feature domain. Ecol. Informatics 52 (2019)
Yang Li, Jianhe Yuan, Zhiqun Zhao, Hao Sun, Zhihai He
Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets. CoRR (2019)
Wenming Cao, Qiubin Lin, Zhihai He, Zhiquan He
Hybrid representation learning for cross-modal retrieval. Neurocomputing 345 (2019)
Shichao Kan, Yigang Cen, Zhihai He, Zhi Zhang, Linna Zhang, Yanhong Wang
Supervised Deep Feature Embedding With Handcrafted Feature. IEEE Trans. Image Process. 28 (12) (2019)
Hao Liu, Rong Huang, Zhihai He
Function-Guided Energy-Precision Optimization with Precision-Rate-Complexity Bivariate Models. PRCV (3) (2018)
Zhi Zhang, Guanghan Ning, Yigang Cen, Yang Li, Zhiqun Zhao, Hao Sun, Zhihai He
Progressive Neural Networks for Image Classification. CoRR (2018)
Liang Zhao, Zhihai He, Wenming Cao, Debin Zhao
Real-Time Moving Object Segmentation and Classification From HEVC Compressed Surveillance Video. IEEE Trans. Circuits Syst. Video Technol. 28 (6) (2018)
Hayder Yousif, Jianhe Yuan, Roland Kays, Zhihai He
Object detection from dynamic scene using joint background modeling and fast deep learning classification. J. Vis. Commun. Image Represent. 55 (2018)
Wenming Cao, Yuhong Li, Zhihai He, Guitao Cao, Zhiquan He
Supplementary Virtual Keypoints of Weight-Based Correspondences for Occluded Object Tracking. IEEE Access 6 (2018)
Haohong Wang, Yaoyuan Fu, Yang Li, Guanghan Ning, Zhihai He, Mengwen Liu
A New TV World for Kids - When ZUI Meets Deep Learning. MIPR (2018)
Chiara Zizza, Adam Starr, Devin Hudson, Sai Shreya Nuguri, Prasad Calyam, Zhihai He
Towards a social virtual reality learning environment in high fidelity. CCNC (2018)
Wenming Cao, Jianhe Yuan, Zhihai He, Zhi Zhang, Zhiquan He
Fast Deep Neural Networks With Knowledge Guided Training and Predicted Regions of Interests for Real-Time Video Object Detection. IEEE Access 6 (2018)
Wenming Cao, Fangfang Lyu, Zhihai He, Guitao Cao, Zhiquan He
Multimodal Medical Image Registration Based on Feature Spheres in Geometric Algebra. IEEE Access 6 (2018)
Hengyou Wang, Yigang Cen, Zhiquan He, Zhihai He, Ruizhen Zhao, Fengzhen Zhang
Reweighted Low-Rank Matrix Analysis With Structural Smoothness for Image Denoising. IEEE Trans. Image Process. 27 (4) (2018)
Hengyou Wang, Yigang Cen, Zhihai He, Ruizhen Zhao, Yi Cen, Fengzhen Zhang
Robust Generalized Low-Rank Decomposition of Multimatrices for Image Recovery. IEEE Trans. Multim. 19 (5) (2017)
Chiara Zizza, Adam Starr, Devin Hudson, Sai Shreya Nuguri, Prasad Calyam, Zhihai He
Towards a Social Virtual Reality Learning Environment in High Fidelity. CoRR (2017)
Hayder Yousif, Zhihai He, Roland Kays
Object segmentation in the deep neural network feature domain from highly cluttered natural scenes. ICIP (2017)
Hayder Yousif, Jianhe Yuan, Roland Kays, Zhihai He
Fast human-animal detection from highly cluttered camera-trap images using joint background modeling and deep learning classification. ISCAS (2017)
Guanghan Ning, Zhihai He
Dual Path Networks for Multi-Person Human Pose Estimation. CoRR (2017)
Guanghan Ning, Zhi Zhang, Chen Huang, Xiaobo Ren, Haohong Wang, Canhui Cai, Zhihai He
Spatially supervised recurrent convolutional neural networks for visual object tracking. ISCAS (2017)
Rui Wang, Wenming Cao, Zhihai He
Vehicle recognition in acoustic sensor networks using multiple kernel sparse representation over learned dictionaries. Int. J. Distributed Sens. Networks 13 (4) (2017)
Guanghan Ning, Zhi Zhang, Zhihai He
Knowledge-Guided Deep Fractal Neural Networks for Human Pose Estimation. CoRR (2017)
Guanghan Ning, Zhi Zhang, Xiaobo Ren, Haohong Wang, Zhihai He
Rate-coverage analysis and optimization for joint audio-video multimedia retrieval. ICASSP (2017)
Zhi Zhang, Guanghan Ning, Zhihai He
Knowledge Projection for Deep Neural Networks. CoRR (2017)
Zhi Zhang, Zhihai He, Guitao Cao, Wenming Cao
Animal Detection From Highly Cluttered Natural Scenes Using Spatiotemporal Object Region Proposals and Patch Verification. IEEE Trans. Multim. 18 (10) (2016)
Chen Huang, Zhihai He, Guitao Cao, Wenming Cao
Task-Driven Progressive Part Localization for Fine-Grained Object Recognition. IEEE Trans. Multim. 18 (12) (2016)
Chen Huang, Tony X. Han, Zhihai He, Wenming Cao
Constellational contour parsing for deformable object detection. J. Vis. Commun. Image Represent. 38 (2016)

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Publication Activity (10 Years)

Top Topics

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Zhihai He