29 citations · 100 across the 19 of their papers we have counts for
4 papers · 1 filter
Event Camera Data Dense Pre-training
Yan Yang, Liyuan Pan, Liu Liu
This paper introduces a self-supervised learning framework designed for pre-training neural networks tailored to dense prediction tasks using event camera data. Our approach utiliz…
LCCo: Lending CLIP to Co-Segmentation
Xin Duan, Yan Yang, Liyuan Pan +1
This paper studies co-segmenting the common semantic object in a set of images. Existing works either rely on carefully engineered networks to mine the implicit semantic informatio…
LDP: Language-driven Dual-Pixel Image Defocus Deblurring Network
Hao Yang, Liyuan Pan, Yan Yang +2
Recovering sharp images from dual-pixel (DP) pairs with disparity-dependent blur is a challenging task.~Existing blur map-based deblurring methods have demonstrated promising resul…
Event Camera Data Pre-training
Yan Yang, Liyuan Pan, Liu Liu
This paper proposes a pre-trained neural network for handling event camera data. Our model is a self-supervised learning framework, and uses paired event camera data and natural RG…