Pengkai Zhu

According to our database, Pengkai Zhu authored at least 17 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Interpretable Compositional Representations for Robust Few-Shot Generalization.

Samarth Mishra, Pengkai Zhu, Venkatesh Saligrama

IEEE Trans. Pattern Anal. Mach. Intell., March, 2024

Enhancing Vision-Language Pre-training with Rich Supervisions.

Yuan Gao, Kunyu Shi, Pengkai Zhu, Edouard Belval, Oren Nuriel, Srikar Appalaraju, Shabnam Ghadar, Vijay Mahadevan, Zhuowen Tu, Stefano Soatto

CoRR, 2024

2023

DEED: Dynamic Early Exit on Decoder for Accelerating Encoder-Decoder Transformer Models.

Peng Tang, Pengkai Zhu, Tian Li, Srikar Appalaraju, Vijay Mahadevan, R. Manmatha

CoRR, 2023

Fine-grained Few-shot Recognition by Deep Object Parsing.

Ruizhao Zhu, Pengkai Zhu, Samarth Mishra, Venkatesh Saligrama

Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022

Learning Compositional Representations for Effective Low-Shot Generalization.

Samarth Mishra, Pengkai Zhu, Venkatesh Saligrama

CoRR, 2022

Contrastive Neighborhood Alignment.

Pengkai Zhu, Zhaowei Cai, Yuanjun Xiong, Zhuowen Tu, Luis Goncalves, Vijay Mahadevan, Stefano Soatto

CoRR, 2022

2021

Machine learning under limited resources

Pengkai Zhu

PhD thesis, 2021

2020

Zero Shot Detection.

Pengkai Zhu, Hanxiao Wang, Venkatesh Saligrama

IEEE Trans. Circuits Syst. Video Technol., 2020

Low Dimensional Visual Attributes: An Interpretable Image Encoding.

Pengkai Zhu, Ruizhao Zhu, Samarth Mishra, Venkatesh Saligrama

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Don't Even Look Once: Synthesizing Features for Zero-Shot Detection.

Pengkai Zhu, Hanxiao Wang, Venkatesh Saligrama

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Dont Even Look Once: Synthesizing Features for Zero-Shot Detection.

Pengkai Zhu, Hanxiao Wang, Venkatesh Saligrama

CoRR, 2019

Learning for New Visual Environments with Limited Labels.

Pengkai Zhu, Hanxiao Wang, Venkatesh Saligrama

CoRR, 2019

Learning Classifiers for Target Domain with Limited or No Labels.

Pengkai Zhu, Hanxiao Wang, Venkatesh Saligrama

Proceedings of the 36th International Conference on Machine Learning, 2019

Generalized Zero-Shot Recognition Based on Visually Semantic Embedding.

Pengkai Zhu, Hanxiao Wang, Venkatesh Saligrama

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Cost aware Inference for IoT Devices.

Pengkai Zhu, Durmus Alp Emre Acar, Nan Feng, Prateek Jain, Venkatesh Saligrama

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Zero-Shot Detection.

Pengkai Zhu, Hanxiao Wang, Tolga Bolukbasi, Venkatesh Saligrama

CoRR, 2018

2017

Ship Fuzzy Recognition Based on Superstructure with Maximum Membership Rule.

Yong Wang, Pengkai Zhu

Proceedings of the Communications, Signal Processing, and Systems, 2017