Chengxu Zhuang
Massachusetts Institute of Technology(US)
Publications by Year
Research Areas
Multimodal Machine Learning Applications, Natural Language Processing Techniques, Neural dynamics and brain function, Domain Adaptation and Few-Shot Learning, Topic Modeling
Most-Cited Works
- → Local Aggregation for Unsupervised Learning of Visual Embeddings(2019)414 cited
- → Unsupervised neural network models of the ventral visual stream(2021)322 cited
- Flexible neural representation for physics prediction(2018)
- → Findings of the BabyLM Challenge: Sample-Efficient Pretraining on Developmentally Plausible Corpora(2023)65 cited
- → Unsupervised Learning From Video With Deep Neural Embeddings(2020)51 cited
- → On Mutual Information in Contrastive Learning for Visual Representations(2020)49 cited
- → Mouse visual cortex as a limited resource system that self-learns an ecologically-general representation(2023)27 cited