Yin Cui
Publications by Year
Research Areas
Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Advanced Neural Network Applications, Advanced Image and Video Retrieval Techniques, Generative Adversarial Networks and Image Synthesis
Most-Cited Works
- → Class-Balanced Loss Based on Effective Number of Samples(2019)2,472 cited
- → The iNaturalist Species Classification and Detection Dataset(2018)1,354 cited
- → Collaborative Metric Learning(2017)545 cited
- → Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning(2018)501 cited
- → Spatiotemporal Contrastive Video Representation Learning(2021)400 cited
- → Learning deep representations for ground-to-aerial geolocalization(2015)398 cited
- → Kernel Pooling for Convolutional Neural Networks(2017)376 cited
- → Rethinking Pre-training and Self-training(2020)366 cited
- → VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text(2021)340 cited
- → Open-vocabulary Object Detection via Vision and Language Knowledge Distillation(2021)280 cited