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Stephan Gouws

7 papers hereh-index 1210k citations20 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author6

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.CL3
  • cs.LG2
  • cs.CV1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20142018
most citedGoogle's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation

5.7k citations · 6.4k across the 6 of their papers we have counts for

collaborators
Showing 2017Show all

3 papers · 1 filter

cs.CV2017

XGAN: Unsupervised Image-to-Image Translation for Many-to-Many Mappings

Amélie Royer, Konstantinos Bousmalis, Stephan Gouws +4

Style transfer usually refers to the task of applying color and texture information from a specific style image to a given content image while preserving the structure of the latte…

cs.LG2017★ 7 cited

Fidelity-Weighted Learning

Mostafa Dehghani, Arash Mehrjou, Stephan Gouws +2

Training deep neural networks requires many training samples, but in practice training labels are expensive to obtain and may be of varying quality, as some may be from trusted exp…

cs.CL2017★ 19 cited

Generating High-Quality and Informative Conversation Responses with Sequence-to-Sequence Models

Louis Shao, Stephan Gouws, Denny Britz +3

Sequence-to-sequence models have been applied to the conversation response generation problem where the source sequence is the conversation history and the target sequence is the r…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.