9 citations · 10 across the 6 of their papers we have counts for
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3 papers · 1 filter
cs.LG2018
Vector Learning for Cross Domain Representations
Shagan Sah, Chi Zhang, Thang Nguyen +3
Recently, generative adversarial networks have gained a lot of popularity for image generation tasks. However, such models are associated with complex learning mechanisms and deman…
cs.LG2018★ 9 cited
Semantically Invariant Text-to-Image Generation
Shagan Sah, Dheeraj Peri, Ameya Shringi +4
Image captioning has demonstrated models that are capable of generating plausible text given input images or videos. Further, recent work in image generation has shown significant…
cs.CL2018★ 1 cited
Semantic Sentence Embeddings for Paraphrasing and Text Summarization
Chi Zhang, Shagan Sah, Thang Nguyen +4
This paper introduces a sentence to vector encoding framework suitable for advanced natural language processing. Our latent representation is shown to encode sentences with common…