104 citations · 209 across the 10 of their papers we have counts for
Showing 2021Show all
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cs.LG2021★ 10 cited
Temperature as Uncertainty in Contrastive Learning
Oliver Zhang, Mike Wu, Jasmine Bayrooti +1
Contrastive learning has demonstrated great capability to learn representations without annotations, even outperforming supervised baselines. However, it still lacks important prop…
cs.CY2021★ 8 cited
ProtoTransformer: A Meta-Learning Approach to Providing Student Feedback
Mike Wu, Noah Goodman, Chris Piech +1
High-quality computer science education is limited by the difficulty of providing instructor feedback to students at scale. While this feedback could in principle be automated, sup…
cs.LG2021
Improving Compositionality of Neural Networks by Decoding Representations to Inputs
Mike Wu, Noah Goodman, Stefano Ermon
In traditional software programs, it is easy to trace program logic from variables back to input, apply assertion statements to block erroneous behavior, and compose programs toget…