Fast human-animal detection from highly cluttered camera-trap images using joint background modeling and deep learning classification. - Hayder Yousif; Jianhe Yuan; Roland Kays; Zhihai He (ISCAS, 2017)

Fast Deep Neural Networks With Knowledge Guided Training and Predicted Regions of Interests for Real-Time Video Object Detection. - Wenming Cao 001; Jianhe Yuan; Zhihai He; Zhi Zhang 005; Zhiquan He (IEEE Access, 2018)

Object detection from dynamic scene using joint background modeling and fast deep learning classification. - Hayder Yousif; Jianhe Yuan; Roland Kays; Zhihai He (J. Vis. Commun. Image Represent., 2018)

Snowball: Iterative Model Evolution and Confident Sample Discovery for Semi-Supervised Learning on Very Small Labeled Datasets. - Yang Li 091; Jianhe Yuan; Zhiqun Zhao; Hao Sun; Zhihai He (CoRR, 2019)

Ensemble Generative Cleaning With Feedback Loops for Defending Adversarial Attacks. - Jianhe Yuan; Zhihai He (CVPR, 2020)

Adversarial Dual Network Learning With Randomized Image Transform for Restoring Attacked Images. - Jianhe Yuan; Zhihai He (IEEE Access, 2020)

Spatial Assembly Networks for Image Representation Learning. - Yang Li 091; Shichao Kan; Jianhe Yuan; Wenming Cao 001; Zhihai He (CVPR, 2021)

Consistency-Sensitivity Guided Ensemble Black-Box Adversarial Attacks in Low-Dimensional Spaces. - Jianhe Yuan; Zhihai He (ICCV, 2021)

Removing Adversarial Noise via Low-Rank Completion of High-Sensitivity Points. - Zhiqun Zhao; Hengyou Wang; Hao Sun; Jianhe Yuan; Zhongchao Huang; Zhihai He (IEEE Trans. Image Process., 2021)

HANDAL: A Dataset of Real-World Manipulable Object Categories with Pose Annotations, Affordances, and Reconstructions. - Andrew Guo; Bowen Wen; Jianhe Yuan; Jonathan Tremblay; Stephen Tyree; Jeffrey Smith 002; Stan Birchfield (IROS, 2023)

Multi-layer noise reshaping and perceptual optimization for effective adversarial attack of images. - Zhiquan He; Xujia Lan; Jianhe Yuan; Wenming Cao 001 (Appl. Intell., 2023)