Search Results for author: Ruth Wang

Found 3 papers, 2 papers with code

TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning

1 code implementation CVPR 2019 Xin Wang, Fisher Yu, Ruth Wang, Trevor Darrell, Joseph E. Gonzalez

We show that TAFE-Net is highly effective in generalizing to new tasks or concepts and evaluate the TAFE-Net on a range of benchmarks in zero-shot and few-shot learning.

Attribute Few-Shot Learning +1

Deep Mixture of Experts via Shallow Embedding

no code implementations5 Jun 2018 Xin Wang, Fisher Yu, Lisa Dunlap, Yi-An Ma, Ruth Wang, Azalia Mirhoseini, Trevor Darrell, Joseph E. Gonzalez

Larger networks generally have greater representational power at the cost of increased computational complexity.

Few-Shot Learning Zero-Shot Learning

Disentangling Propagation and Generation for Video Prediction

1 code implementation ICCV 2019 Hang Gao, Huazhe Xu, Qi-Zhi Cai, Ruth Wang, Fisher Yu, Trevor Darrell

A dynamic scene has two types of elements: those that move fluidly and can be predicted from previous frames, and those which are disoccluded (exposed) and cannot be extrapolated.

Predict Future Video Frames

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