Search Results for author: Zhixuan Liu

Found 6 papers, 5 papers with code

Towards Real-Time Text2Video via CLIP-Guided, Pixel-Level Optimization

1 code implementation23 Oct 2022 Peter Schaldenbrand, Zhixuan Liu, Jean Oh

We introduce an approach to generating videos based on a series of given language descriptions.

A Neural-Symbolic Approach to Natural Language Understanding

2 code implementations20 Mar 2022 Zhixuan Liu, ZiHao Wang, Yuan Lin, Hang Li

Deep neural networks, empowered by pre-trained language models, have achieved remarkable results in natural language understanding (NLU) tasks.

Logical Reasoning Natural Language Inference +2

StyleCLIPDraw: Coupling Content and Style in Text-to-Drawing Translation

1 code implementation24 Feb 2022 Peter Schaldenbrand, Zhixuan Liu, Jean Oh

Generating images that fit a given text description using machine learning has improved greatly with the release of technologies such as the CLIP image-text encoder model; however, current methods lack artistic control of the style of image to be generated.

Style Transfer Translation

StyleCLIPDraw: Coupling Content and Style in Text-to-Drawing Synthesis

1 code implementation4 Nov 2021 Peter Schaldenbrand, Zhixuan Liu, Jean Oh

Generating images that fit a given text description using machine learning has improved greatly with the release of technologies such as the CLIP image-text encoder model; however, current methods lack artistic control of the style of image to be generated.

Style Transfer

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