Zhang, Ziming

34 publications

ICML 2025 Active Feature Acquisition via Explainability-Driven Ranking Osman Berke Guney, Ketan Suhaas Saichandran, Karim Elzokm, Ziming Zhang, Vijaya B Kolachalama

ICLR 2025 GPS: A Probabilistic Distributional Similarity with Gumbel Priors for Set-to-Set Matching Ziming Zhang, Fangzhou Lin, Haotian Liu, Jose Morales, Haichong Zhang, Kazunori Yamada, Vijaya B Kolachalama, Venkatesh Saligrama

WACV 2024 Understanding Hyperbolic Metric Learning Through Hard Negative Sampling Yun Yue, Fangzhou Lin, Guanyi Mou, Ziming Zhang

ICCV 2023 Hyperbolic Chamfer Distance for Point Cloud Completion Fangzhou Lin, Yun Yue, Songlin Hou, Xuechu Yu, Yajun Xu, Kazunori D Yamada, Ziming Zhang

NeurIPS 2023 InfoCD: A Contrastive Chamfer Distance Loss for Point Cloud Completion Fangzhou Lin, Yun Yue, Ziming Zhang, Songlin Hou, Kazunori Yamada, Vijaya Kolachalama, Venkatesh Saligrama

WACV 2023 Learning Lightweight Neural Networks via Channel-Split Recurrent Convolution Guojun Wu, Xin Zhang, Ziming Zhang, Yanhua Li, Xun Zhou, Christopher Brinton, Zhenming Liu

CVPR 2023 PRISE: Demystifying Deep Lucas-Kanade with Strongly Star-Convex Constraints for Multimodel Image Alignment Yiqing Zhang, Xinming Huang, Ziming Zhang

WACV 2022 EllipsoidNet: Ellipsoid Representation for Point Cloud Classification and Segmentation Yecheng Lyu, Xinming Huang, Ziming Zhang

ECCV 2022 Robust Object Detection with Inaccurate Bounding Boxes Chengxin Liu, Kewei Wang, Hao Lu, Zhiguo Cao, Ziming Zhang

CVPR 2022 Robust Structured Declarative Classifiers for 3D Point Clouds: Defending Adversarial Attacks with Implicit Gradients Kaidong Li, Ziming Zhang, Cuncong Zhong, Guanghui Wang

CVPR 2021 Deep Lucas-Kanade Homography for Multimodal Image Alignment Yiming Zhao, Xinming Huang, Ziming Zhang

NeurIPS 2021 SBO-RNN: Reformulating Recurrent Neural Networks via Stochastic Bilevel Optimization Ziming Zhang, Yun Yue, Guojun Wu, Yanhua Li, Haichong Zhang

ICCV 2021 Self-Supervised Geometric Features Discovery via Interpretable Attention for Vehicle Re-Identification and Beyond Ming Li, Xinming Huang, Ziming Zhang

AAAI 2020 Automatic Building and Labeling of HD Maps with Deep Learning Mahdi Elhousni, Yecheng Lyu, Ziming Zhang, Xinming Huang

NeurIPS 2020 F-GAIL: Learning F-Divergence for Generative Adversarial Imitation Learning Xin Zhang, Yanhua Li, Ziming Zhang, Zhi-Li Zhang

ICLR 2020 RNNs Incrementally Evolving on an Equilibrium Manifold: A Panacea for Vanishing and Exploding Gradients? Anil Kag, Ziming Zhang, Venkatesh Saligrama

WACV 2020 Self-Orthogonality Module: A Network Architecture Plug-in for Learning Orthogonal Filters Ziming Zhang, Wenchi Ma, Yuanwei Wu, Guanghui Wang

WACV 2020 Towards Learning Affine-Invariant Representations via Data-Efficient CNNs Wenju Xu, Guanghui Wang, Alan Sullivan, Ziming Zhang

ICCVW 2019 Unsupervised Deep Feature Transfer for Low Resolution Image Classification Yuanwei Wu, Ziming Zhang, Guanghui Wang

ICCV 2017 Attention-Based Multimodal Fusion for Video Description Chiori Hori, Takaaki Hori, Teng-Yok Lee, Ziming Zhang, Bret Harsham, John R. Hershey, Tim K. Marks, Kazuhiko Sumi

NeurIPS 2017 Convergent Block Coordinate Descent for Training Tikhonov Regularized Deep Neural Networks Ziming Zhang, Matthew Brand

CVPR 2016 Efficient Training of Very Deep Neural Networks for Supervised Hashing Ziming Zhang, Yuting Chen, Venkatesh Saligrama

ECCV 2016 Real-Time Visual Tracking: Promoting the Robustness of Correlation Filter Learning Yao Sui, Ziming Zhang, Guanghui Wang, Yafei Tang, Li Zhang

CVPR 2016 Zero-Shot Learning via Joint Latent Similarity Embedding Ziming Zhang, Venkatesh Saligrama

ECCV 2016 Zero-Shot Recognition via Structured Prediction Ziming Zhang, Venkatesh Saligrama

ICCV 2015 Group Membership Prediction Ziming Zhang, Yuting Chen, Venkatesh Saligrama

ICCV 2015 Zero-Shot Learning via Semantic Similarity Embedding Ziming Zhang, Venkatesh Saligrama

ECCV 2014 A Novel Visual Word Co-Occurrence Model for Person Re-Identification Ziming Zhang, Yuting Chen, Venkatesh Saligrama

ECCVW 2014 A Novel Visual Word Co-Occurrence Model for Person Re-Identification Ziming Zhang, Yuting Chen, Venkatesh Saligrama

CVPR 2014 BING: Binarized Normed Gradients for Objectness Estimation at 300fps Ming-Ming Cheng, Ziming Zhang, Wen-Yan Lin, Philip Torr

CVPR 2012 Efficient Discriminative Learning of Parametric Nearest Neighbor Classifiers Ziming Zhang, Paul Sturgess, Sunando Sengupta, Nigel T. Crook, Philip H. S. Torr

NeurIPS 2011 Learning Anchor Planes for Classification Ziming Zhang, Lubor Ladicky, Philip Torr, Amir Saffari

CVPR 2011 Proposal Generation for Object Detection Using Cascaded Ranking SVMs Ziming Zhang, Jonathan Warrell, Philip H. S. Torr

ECCV 2008 Motion Context: A New Representation for Human Action Recognition Ziming Zhang, Yiqun Hu, Syin Chan, Liang-Tien Chia