12 citations · 14 across the 3 of their papers we have counts for
3 papers
cs.CV2025
Beyond Instance Consistency: Investigating View Diversity in Self-supervised Learning
Huaiyuan Qin, Muli Yang, Siyuan Hu +4
Self-supervised learning (SSL) conventionally relies on the instance consistency paradigm, assuming that different views of the same image can be treated as positive pairs. However…
cs.CV2024★ 2 cited
MS-Net: A Multi-Path Sparse Model for Motion Prediction in Multi-Scenes
Xiaqiang Tang, Weigao Sun, Siyuan Hu +2
The multi-modality and stochastic characteristics of human behavior make motion prediction a highly challenging task, which is critical for autonomous driving. While deep learning…
cs.LG2023★ 12 cited
TRACT: Denoising Diffusion Models with Transitive Closure Time-Distillation
David Berthelot, Arnaud Autef, Jierui Lin +6
Denoising Diffusion models have demonstrated their proficiency for generative sampling. However, generating good samples often requires many iterations. Consequently, techniques su…