output
20132025
most citedZoneout: Regularizing RNNs by Randomly Preserving Hidden Activations

167 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2019Show all

3 papers · 1 filter

cs.CL2019★ 9 cited

Can a Gorilla Ride a Camel? Learning Semantic Plausibility from Text

Ian Porada, Kaheer Suleman, Jackie Chi Kit Cheung

Modeling semantic plausibility requires commonsense knowledge about the world and has been used as a testbed for exploring various knowledge representations. Previous work has focu…

cs.LG2019★ 65 cited

Inductive Relation Prediction by Subgraph Reasoning

Komal K. Teru, Etienne Denis, William L. Hamilton

The dominant paradigm for relation prediction in knowledge graphs involves learning and operating on latent representations (i.e., embeddings) of entities and relations. However, t…

stat.ML2019★ 32 cited

Small-GAN: Speeding Up GAN Training Using Core-sets

Samarth Sinha, Han Zhang, Anirudh Goyal +3

Recent work by Brock et al. (2018) suggests that Generative Adversarial Networks (GANs) benefit disproportionately from large mini-batch sizes. Unfortunately, using large batches i…