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09/19/2023
Accelerating Diffusion-Based Text-to-Audio Generation with Consistency Distillation
Diffusion models power a vast majority of text-to-audio (TTA) generation...
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07/29/2023
Initial State Interventions for Deconfounded Imitation Learning
Imitation learning suffers from causal confusion. This phenomenon occurs...
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01/29/2023
Improving the Accuracy-Robustness Trade-off of Classifiers via Adaptive Smoothing
While it is shown in the literature that simultaneously accurate and rob...
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01/06/2022
Efficient Global Optimization of Two-layer ReLU Networks: Quadratic-time Algorithms and Adversarial Training
The non-convexity of the artificial neural network (ANN) training landsc...
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05/25/2021