3 papers
math.OC2026
Universal and Parameter-free Gradient Sliding for Composite Optimization
Yan Wu, Yuyuan Ouyang, Zhe Zhang +1
We propose a Parameter-Free Universal Gradient Sliding (PFUGS) algorithm for computing an approximate solution to the convex composite optimization ,…
cs.CV2025
LEMoN: Label Error Detection using Multimodal Neighbors
Haoran Zhang, Aparna Balagopalan, Nassim Oufattole +4
Large repositories of image-caption pairs are essential for the development of vision-language models. However, these datasets are often extracted from noisy data scraped from the…
cs.CV2025
Fast2comm:Collaborative perception combined with prior knowledge
Zhengbin Zhang, Yan Wu, Hongkun Zhang
Collaborative perception has the potential to significantly enhance perceptual accuracy through the sharing of complementary information among agents. However, real-world collabora…