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06/05/2023
Improved Active Multi-Task Representation Learning via Lasso
To leverage the copious amount of data from source tasks and overcome th...
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05/25/2023
Scan and Snap: Understanding Training Dynamics and Token Composition in 1-layer Transformer
Transformer architecture has shown impressive performance in multiple re...
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10/11/2022
C-Mixup: Improving Generalization in Regression
Improving the generalization of deep networks is an important open chall...
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10/14/2021
CT-SGAN: Computed Tomography Synthesis GAN
Diversity in data is critical for the successful training of deep learni...
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12/08/2020
Conditional Generation of Medical Images via Disentangled Adversarial Inference
Synthetic medical image generation has a huge potential for improving he...
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05/22/2020