Search Results for author: Vincent S. Chen

Found 2 papers, 2 papers with code

Slice-based Learning: A Programming Model for Residual Learning in Critical Data Slices

2 code implementations • NeurIPS 2019 • Vincent S. Chen, Sen Wu, Zhenzhen Weng, Alexander Ratner, Christopher Ré

In real-world machine learning applications, data subsets correspond to especially critical outcomes: vulnerable cyclist detections are safety-critical in an autonomous driving task, and "question" sentences might be important to a dialogue agent's language understanding for product purposes.

Autonomous Driving BIG-bench Machine Learning

376

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Code

Scene Graph Prediction with Limited Labels

1 code implementation • ICCV 2019 • Vincent S. Chen, Paroma Varma, Ranjay Krishna, Michael Bernstein, Christopher Re, Li Fei-Fei

All scene graph models to date are limited to training on a small set of visual relationships that have thousands of training labels each.

Ranked #1 on Scene Graph Detection on VRD

Knowledge Base Completion Question Answering +2

Paper
Code

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