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05/21/2023
Layer Collaboration in the Forward-Forward Algorithm
Backpropagation, which uses the chain rule, is the de-facto standard alg...
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03/01/2023
Diffusion Probabilistic Fields
Diffusion probabilistic models have quickly become a major approach for ...
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11/27/2022
DigGAN: Discriminator gradIent Gap Regularization for GAN Training with Limited Data
Generative adversarial nets (GANs) have been remarkably successful at le...
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10/04/2022
Coordinated Science Laboratory 70th Anniversary Symposium: The Future of Computing
In 2021, the Coordinated Science Laboratory CSL, an Interdisciplinary Re...
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11/10/2020
Towards a Better Global Loss Landscape of GANs
Understanding of GAN training is still very limited. One major challenge...
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07/23/2020
Spatially Aware Multimodal Transformers for TextVQA
Textual cues are essential for everyday tasks like buying groceries and ...
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02/23/2020
On the generalization of bayesian deep nets for multi-class classification
Generalization bounds which assess the difference between the true risk ...
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11/26/2019
Enabling real-time multi-messenger astrophysics discoveries with deep learning
Multi-messenger astrophysics is a fast-growing, interdisciplinary field ...
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02/01/2019