Yilan Chen

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 16

Top Topics

Bayesian Learning

Surgical Procedures

Top Venues

SIGGRAPH Asia Technical Communications

SIGGRAPH Asia Technical Briefs

Publications

Zhanpeng Zhou, Zijun Chen, Yilan Chen, Bo Zhang, Junchi Yan
Cross-Task Linearity Emerges in the Pretraining-Finetuning Paradigm. CoRR (2024)
Yilan Chen, Wei Huang, Hao Wang, Charlotte Loh, Akash Srivastava, Lam M. Nguyen, Lily Weng
Analyzing Generalization of Neural Networks through Loss Path Kernels. NeurIPS (2023)
Quanshi Zhang, Xu Cheng, Yilan Chen, Zhefan Rao
Quantifying the Knowledge in a DNN to Explain Knowledge Distillation for Classification. IEEE Trans. Pattern Anal. Mach. Intell. 45 (4) (2023)
Wuxu Cai, Yanxiong Liu, Yilan Chen, Zhipeng Dong, Hanxiao Yuan, Ningning Li
A Seabed Terrain Feature Extraction Transformer for the Super-Resolution of the Digital Bathymetric Model. Remote. Sens. 15 (20) (2023)
Quanshi Zhang, Xu Cheng, Yilan Chen, Zhefan Rao
Quantifying the Knowledge in a DNN to Explain Knowledge Distillation for Classification. CoRR (2022)
Wei Huang, Chunrui Liu, Yilan Chen, Tianyu Liu, Richard Yi Da Xu
Demystify Optimization and Generalization of Over-parameterized PAC-Bayesian Learning. CoRR (2022)
Yilan Chen, Kin Chung Kwan, Li-Yi Wei, Hongbo Fu
Autocomplete Repetitive Stroking with Image Guidance. SIGGRAPH Asia Technical Communications (2021)
Yilan Chen, Wei Huang, Lam M. Nguyen, Tsui-Wei Weng
On the Equivalence between Neural Network and Support Vector Machine. CoRR (2021)
Yilan Chen, Wei Huang, Lam M. Nguyen, Tsui-Wei Weng
On the Equivalence between Neural Network and Support Vector Machine. NeurIPS (2021)
Yilan Chen, Kin Chung Kwan, Li-Yi Wei, Hongbo Fu
Autocomplete Repetitive Stroking with Image Guidance. CoRR (2021)
Xu Cheng, Zhefan Rao, Yilan Chen, Quanshi Zhang
Explaining Knowledge Distillation by Quantifying the Knowledge. CoRR (2020)
Yanhong Wang, Xinghua Zhou, Cong Li, Yilan Chen, Lei Yang
Bathymetry Model Based on Spectral and Spatial Multifeatures of Remote Sensing Image. IEEE Geosci. Remote. Sens. Lett. 17 (1) (2020)
Xu Cheng, Zhefan Rao, Yilan Chen, Quanshi Zhang
Explaining Knowledge Distillation by Quantifying the Knowledge. CVPR (2020)
Jianhui Zhang, Yilan Chen, Lei Li, Hongbo Fu, Chiew-Lan Tai
Context-based sketch classification. Expressive (2018)
Yilan Chen, Wenlong Meng, Shi-Qing Xin, Hongbo Fu
Smartsweep: context-aware modeling on a single image. SIGGRAPH ASIA (Posters) (2017)
Yilan Chen, Hongbo Fu, Oscar Kin-Chung Au
A multi-level sketch-based interface for decorative pattern exploration. SIGGRAPH Asia Technical Briefs (2016)
Xuemiao Xu, Linyuan Zhong, Minshan Xie, Jing Qin, Yilan Chen, Qiang Jin, Tien-Tsin Wong, Guoqiang Han
Texture-aware ASCII art synthesis with proportional fonts. NPAR@Expressive (2015)