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06/08/2023
Grounded Text-to-Image Synthesis with Attention Refocusing
Driven by scalable diffusion models trained on large-scale paired text-i...
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04/13/2023
Expressive Text-to-Image Generation with Rich Text
Plain text has become a prevalent interface for text-to-image synthesis....
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02/16/2023
Text-driven Visual Synthesis with Latent Diffusion Prior
There has been tremendous progress in large-scale text-to-image synthesi...
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04/07/2022
Long Video Generation with Time-Agnostic VQGAN and Time-Sensitive Transformer
Videos are created to express emotion, exchange information, and share e...
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10/27/2021
Robust Contrastive Learning Using Negative Samples with Diminished Semantics
Unsupervised learning has recently made exceptional progress because of ...
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06/27/2021
Visual Conceptual Blending with Large-scale Language and Vision Models
We ask the question: to what extent can recent large-scale language and ...
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03/03/2021
Shift Invariance Can Reduce Adversarial Robustness
Shift invariance is a critical property of CNNs that improves performanc...
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11/19/2020
Creative Sketch Generation
Sketching or doodling is a popular creative activity that people engage ...
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12/08/2019
Learned Interpolation for 3D Generation
In order to generate novel 3D shapes with machine learning, one must all...
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12/08/2019
Getting Topology and Point Cloud Generation to Mesh
In this work, we explore the idea that effective generative models for p...
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08/20/2019
Personalizing Search Results Using Hierarchical RNN with Query-aware Attention
Search results personalization has become an effective way to improve th...
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08/20/2019
From Text to Sound: A Preliminary Study on Retrieving Sound Effects to Radio Stories
Sound effects play an essential role in producing high-quality radio sto...
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08/20/2019
Developing Creative AI to Generate Sculptural Objects
We explore the intersection of human and machine creativity by generatin...
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05/29/2019
Learning Robust Global Representations by Penalizing Local Predictive Power
Despite their renowned predictive power on i.i.d. data, convolutional ne...
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11/13/2018