Siqi Deng

According to our database, Siqi Deng authored at least 24 papers between 2016 and 2024.

Collaborative distances:

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

2024

Align and Distill: Unifying and Improving Domain Adaptive Object Detection.

Justin Kay, Timm Haucke, Suzanne Stathatos, Siqi Deng, Erik Young, Pietro Perona, Sara Beery, Grant Van Horn

CoRR, 2024

Enhancing Consistent Federated Learning Objectives Through Uniform Feature Distributions.

Siqi Deng, Liu Yang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Balanced Filtering via Disclosure-Controlled Proxies.

Siqi Deng, Emily Diana, Michael Kearns, Aaron Roth

Proceedings of the 5th Symposium on Foundations of Responsible Computing, 2024

Benchmarking Zero-Shot Recognition with Vision-Language Models: Challenges on Granularity and Specificity.

Zhenlin Xu, Yi Zhu, Siqi Deng, Abhay Mittal, Yanbei Chen, Manchen Wang, Paolo Favaro, Joseph Tighe, Davide Modolo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

FairRAG: Fair Human Generation via Fair Retrieval Augmentation.

Robik Shrestha, Yang Zou, Qiuyu Chen, Zhiheng Li, Yusheng Xie, Siqi Deng

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Balanced Filtering via Non-Disclosive Proxies.

Siqi Deng, Emily Diana, Michael Kearns, Aaron Roth

CoRR, 2023

Musketeer (All for One, and One for All): A Generalist Vision-Language Model with Task Explanation Prompts.

Zhaoyang Zhang, Yantao Shen, Kunyu Shi, Zhaowei Cai, Jun Fang, Siqi Deng, Hao Yang, Davide Modolo, Zhuowen Tu, Stefano Soatto

CoRR, 2023

Harnessing Unrecognizable Faces for Improving Face Recognition.

Siqi Deng, Yuanjun Xiong, Meng Wang, Wei Xia, Stefano Soatto

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

NPAT - A Power Analysis Tool at NERSC.

Andy Zhang, Sridutt Bhalachandra, Siqi Deng, Zhengji Zhao

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

Prototype Contrastive Learning for Personalized Federated Learning.

Siqi Deng, Liu Yang

Proceedings of the Artificial Neural Networks and Machine Learning, 2023

2022

Impact of LUCC on landscape pattern in the Yangtze River Basin during 2001-2019.

Hongfei Yang, Xuanning Zhong, Siqi Deng, Shunan Nie

Ecol. Informatics, 2022

Two-Stream Communication-Efficient Federated Pruning Network.

Shiqiao Gu, Liu Yang, Siqi Deng, Zhengyi Xu

Proceedings of the PRICAI 2022: Trends in Artificial Intelligence, 2022

The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and Counting.

Justin Kay, Peter Kulits, Suzanne Stathatos, Siqi Deng, Erik Young, Sara Beery, Grant Van Horn, Pietro Perona

Proceedings of the Computer Vision - ECCV 2022, 2022

Unsupervised and Semi-supervised Bias Benchmarking in Face Recognition.

Alexandra Chouldechova, Siqi Deng, Yongxin Wang, Wei Xia, Pietro Perona

Proceedings of the Computer Vision - ECCV 2022, 2022

A fast geometric prediction merge mode decision algorithm based on CU gradient for VVC.

Mengmeng Zhang, Siqi Deng, Zhi Liu

Proceedings of the Data Compression Conference, 2022

Multi-Dimensional, Nuanced and Subjective - Measuring the Perception of Facial Expressions.

De'Aira Bryant, Siqi Deng, Nashlie Sephus, Wei Xia, Pietro Perona

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Shasta Log Aggregation, Monitoring and Alerting in HPC Environments with Grafana Loki and ServiceNow.

Elizabeth Bautista, Nitin Sukhija, Siqi Deng

Proceedings of the IEEE International Conference on Cluster Computing, 2022

2021

Harnessing Unrecognizable Faces for Face Recognition.

Siqi Deng, Yuanjun Xiong, Meng Wang, Wei Xia, Stefano Soatto

CoRR, 2021

Positive-Congruent Training: Towards Regression-Free Model Updates.

Sijie Yan, Yuanjun Xiong, Kaustav Kundu, Shuo Yang, Siqi Deng, Meng Wang, Wei Xia, Stefano Soatto

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

SMOT: Single-Shot Multi Object Tracking.

Wei Li, Yuanjun Xiong, Shuo Yang, Siqi Deng, Wei Xia

CoRR, 2020

Event Management and Monitoring Framework for HPC Environments using ServiceNow and Prometheus.

Nitin Sukhija, Elizabeth Bautista, Owen James, Daniel Gens, Siqi Deng, Yulok Lam, Tony Quan, Basil Lalli

Proceedings of the MEDES '20: 12th International Conference on Management of Digital EcoSystems, 2020

2018

Image Mosaic Based on Pixel Subtle Variations.

Siqi Deng, Xiaofeng Shi, Xiaoyan Luo

Proceedings of the Image and Graphics Technologies and Applications, 2018

2016

Online variational Bayesian Support Vector Regression.

Siqi Deng, Kan Gao, Changying Du, Wenjing Ma, Guoping Long, Yucheng Li

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Facial beauty assessment under unconstrained conditions.

Mengjia Yan, Yurou Duan, Siqi Deng, Wenjia Zhu, Xiaoyu Wu

Proceedings of the 8th International Conference on Electronics, 2016