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09/07/2023
A Function Interpretation Benchmark for Evaluating Interpretability Methods
Labeling neural network submodules with human-legible descriptions is us...
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07/07/2023
Discovering Variable Binding Circuitry with Desiderata
Recent work has shown that computation in language models may be human-u...
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12/18/2022
Internal Diverse Image Completion
Image completion is widely used in photo restoration and editing applica...
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12/03/2022
BlendGAN: Learning and Blending the Internal Distributions of Single Images by Spatial Image-Identity Conditioning
Training a generative model on a single image has drawn significant atte...
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06/11/2021
Catch-A-Waveform: Learning to Generate Audio from a Single Short Example
Models for audio generation are typically trained on hours of recordings...
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12/05/2020
Spatially-Adaptive Pixelwise Networks for Fast Image Translation
We introduce a new generator architecture, aimed at fast and efficient h...
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05/02/2019
SinGAN: Learning a Generative Model from a Single Natural Image
We introduce SinGAN, an unconditional generative model that can be learn...
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04/12/2018
Deformation Aware Image Compression
Lossy compression algorithms aim to compactly encode images in a way whi...
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11/17/2017