Yifan Liu

Enforcing Geometric Constraints of Virtual Normal for Depth Prediction

Wei Yin, Yifan Liu, Chunhua Shen et al. · 2019 · 469 citations

Engineering, Depth Prediction, Depth Map +18

Structured Knowledge Distillation for Dense Prediction

Yifan Liu, Changyong Shu, Jingdong Wang et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020 · 190 citations

Structured Prediction, Geometric Learning, Distillation Scheme +16

U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation

Chenxin Li, Xinyu Liu, Wuyang Li et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2025 · 178 citations · Full text

Geometric Learning, Convolutional Neural Network, Medical Image Segmentation +21

ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic Segmentation

Ziqin Zhou, Yinjie Lei, Bowen Zhang et al. · 2023 · 177 citations

Few-shot Learning, Scene Analysis, Engineering +18

Auto-painter: Cartoon image generation from sketch by using conditional Wasserstein generative adversarial networks

Yifan Liu, Zengchang Qin, Tao Wan et al. · Neurocomputing · 2018 · 166 citations

Generative Adversarial Network, Style Transfer, Cartoon Image Generation +2