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03/23/2023
End-to-End Diffusion Latent Optimization Improves Classifier Guidance
Classifier guidance – using the gradients of an image classifier to stee...
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11/22/2022
EDICT: Exact Diffusion Inversion via Coupled Transformations
Finding an initial noise vector that produces an input image when fed in...
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04/14/2022
Activation Regression for Continuous Domain Generalization with Applications to Crop Classification
Geographic variance in satellite imagery impacts the ability of machine ...
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10/19/2021
Learning Rich Nearest Neighbor Representations from Self-supervised Ensembles
Pretraining convolutional neural networks via self-supervision, and appl...
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04/24/2020
Extending and Analyzing Self-Supervised Learning Across Domains
Self-supervised representation learning has achieved impressive results ...
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09/03/2019