Yingjun Du

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 12

Top Topics

Variational Inference

Episodic Memory

Feature Hierarchies

Language Understanding

Top Venues

IEEE Trans. Cybern.

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Yingjun Du, Haoliang Sun, Xiantong Zhen, Jun Xu, Yilong Yin, Ling Shao, Cees G. M. Snoek
MetaKernel: Learning Variational Random Features With Limited Labels. IEEE Trans. Pattern Anal. Mach. Intell. 46 (3) (2024)
Guanhe Huang, Jingyue Shi, Jun Xu, Jing Li, Shengyong Chen, Yingjun Du, Xiantong Zhen, Honghai Liu
Gaze Estimation by Attention-Induced Hierarchical Variational Auto-Encoder. IEEE Trans. Cybern. 54 (4) (2024)
Wenfang Sun, Yingjun Du, Gaowen Liu, Ramana Kompella, Cees G. M. Snoek
Training-Free Semantic Segmentation via LLM-Supervision. CoRR (2024)
Yingjun Du, Zehao Xiao, Shengcai Liao, Cees Snoek
ProtoDiff: Learning to Learn Prototypical Networks by Task-Guided Diffusion. CoRR (2023)
Wenfang Sun, Yingjun Du, Xiantong Zhen, Fan Wang, Ling Wang, Cees G. M. Snoek
MetaModulation: Learning Variational Feature Hierarchies for Few-Shot Learning with Fewer Tasks. ICML (2023)
Yingjun Du, Jiayi Shen, Xiantong Zhen, Cees G. M. Snoek
SuperDisco: Super-Class Discovery Improves Visual Recognition for the Long-Tail. CVPR (2023)
Lei Zhang, Yingjun Du, Jiayi Shen, Xiantong Zhen
Learning to Learn With Variational Inference for Cross-Domain Image Classification. IEEE Trans. Multim. 25 (2023)
Yingjun Du, Jiayi Shen, Xiantong Zhen, Cees G. M. Snoek
EMO: Episodic Memory Optimization for Few-Shot Meta-Learning. CoLLAs (2023)
Yingjun Du, Zehao Xiao, Shengcai Liao, Cees Snoek
ProtoDiff: Learning to Learn Prototypical Networks by Task-Guided Diffusion. NeurIPS (2023)
Yingjun Du, Jiayi Shen, Xiantong Zhen, Cee G. M. Snoek
EMO: Episodic Memory Optimization for Few-Shot Meta-Learning. CoRR (2023)
Jie Liu, Yingjun Du, Zehao Xiao, Cees G. M. Snoek, Jan-Jakob Sonke, Efstratios Gavves
Memory-augmented Variational Adaptation for Online Few-shot Segmentation. ICCV (Workshops) (2023)
Shuo Chen, Yingjun Du, Pascal Mettes, Cees G. M. Snoek
Multi-Label Meta Weighting for Long-Tailed Dynamic Scene Graph Generation. CoRR (2023)