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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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08/03/2023
Multimodal Neurons in Pretrained Text-Only Transformers
Language models demonstrate remarkable capacity to generalize representa...
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01/26/2022
Natural Language Descriptions of Deep Visual Features
Some neurons in deep networks specialize in recognizing highly specific ...
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10/08/2021
Toward a Visual Concept Vocabulary for GAN Latent Space
A large body of recent work has identified transformations in the latent...
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12/20/2020