71 citations · 77 across the 4 of their papers we have counts for
5 papers
Adaptive Context Matters: Towards Provable Multi-Modality Guidance for Super-Resolution
Jinyi Luo, Minghao Liu, Yifan Li +2
Super-resolution (SR) is a severely ill-posed problem with inherent ambiguity, as widely recognized in both empirical and theoretical studies. Although recent semantic-guided and m…
SMars: Semi-Supervised Learning for Mars Semantic Segmentation
Jiahang Zhang, Lilang Lin, Zejia Fan +2
Deep learning has become a powerful tool for Mars exploration. Mars terrain semantic segmentation is an important Martian vision task, which is the base of rover autonomous plannin…
Semi-Supervised Learning for Mars Imagery Classification and Segmentation
Wenjing Wang, Lilang Lin, Zejia Fan +1
With the progress of Mars exploration, numerous Mars image data are collected and need to be analyzed. However, due to the imbalance and distortion of Martian data, the performance…
Conditional DETR for Fast Training Convergence
Depu Meng, Xiaokang Chen, Zejia Fan +5
The recently-developed DETR approach applies the transformer encoder and decoder architecture to object detection and achieves promising performance. In this paper, we handle the c…
On the Connection between Local Attention and Dynamic Depth-wise Convolution
Qi Han, Zejia Fan, Qi Dai +4
Vision Transformer (ViT) attains state-of-the-art performance in visual recognition, and the variant, Local Vision Transformer, makes further improvements. The major component in L…