Siqi Zhang | DeepAI

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Featured Co-authors

Jie Li
179 publications
Xin Chen
162 publications
Lu Zhang
137 publications
Lin Wang
98 publications
Yi Ma
93 publications
Liang Zhang
76 publications
Negar Kiyavash
48 publications
Sebastian U. Stich
46 publications
Niao He
45 publications
Xu Yang
45 publications
Yifan Hu
39 publications

∙ 06/08/2023

Communication-Efficient Gradient Descent-Accent Methods for Distributed Variational Inequalities: Unified Analysis and Local Updates

Distributed and federated learning algorithms and techniques associated ...

3 Siqi Zhang, et al. ∙

∙ 03/07/2023

Refined Pseudo labeling for Source-free Domain Adaptive Object Detection

Domain adaptive object detection (DAOD) assumes that both labeled source...

0 Siqi Zhang, et al. ∙

∙ 03/07/2023

FIT: Frequency-based Image Translation for Domain Adaptive Object Detection

Domain adaptive object detection (DAOD) aims to adapt the detector from ...

0 Siqi Zhang, et al. ∙

∙ 01/25/2023

Robot Subset Selection for Swarm Lifetime Maximization in Computation Offloading with Correlated Data Sources

Consider robot swarm wireless networks where mobile robots offload their...

0 Siqi Zhang, et al. ∙

∙ 10/27/2022

Reconstruction of compressed spectral imaging based on global structure and spectral correlation

In this paper, a convolution sparse coding method based on global struct...

0 Pan Wang, et al. ∙

∙ 05/28/2022

Uniform Convergence and Generalization for Nonconvex Stochastic Minimax Problems

This paper studies the uniform convergence and generalization bounds for...

0 Siqi Zhang, et al. ∙

∙ 04/21/2022

Unseen Object Instance Segmentation with Fully Test-time RGB-D Embeddings Adaptation

Segmenting unseen objects is a crucial ability for the robot since it ma...

0 Lu Zhang, et al. ∙

∙ 08/21/2021

Correlation-Based Device Energy-Efficient Dynamic Multi-Task Offloading for Mobile Edge Computing

Task offloading to mobile edge computing (MEC) has emerged as a key tech...

0 Siqi Zhang, et al. ∙

∙ 03/29/2021

The Complexity of Nonconvex-Strongly-Concave Minimax Optimization

This paper studies the complexity for finding approximate stationary poi...

0 Siqi Zhang, et al. ∙

∙ 02/25/2020

Biased Stochastic Gradient Descent for Conditional Stochastic Optimization

Conditional Stochastic Optimization (CSO) covers a variety of applicatio...

13 Yifan Hu, et al. ∙

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