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02/25/2023
Directed Diffusion: Direct Control of Object Placement through Attention Guidance
Text-guided diffusion models such as DALLE-2, IMAGEN, and Stable Diffusi...
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07/26/2022
NewsStories: Illustrating articles with visual summaries
Recent self-supervised approaches have used large-scale image-text datas...
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06/04/2019
Geo-Aware Networks for Fine Grained Recognition
Fine grained recognition distinguishes among categories with subtle visu...
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08/01/2018
Towards a Semantic Perceptual Image Metric
We present a full reference, perceptual image metric based on VGG-16, an...
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12/14/2017
MentorNet: Regularizing Very Deep Neural Networks on Corrupted Labels
Recent studies have discovered that deep networks are capable of memoriz...
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04/15/2016
Improving the Robustness of Deep Neural Networks via Stability Training
In this paper we address the issue of output instability of deep neural ...
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07/01/2015
Pose Embeddings: A Deep Architecture for Learning to Match Human Poses
We present a method for learning an embedding that places images of huma...
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04/17/2014
Learning Fine-grained Image Similarity with Deep Ranking
Learning fine-grained image similarity is a challenging task. It needs t...
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12/17/2013