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08/01/2023
Benchmarking Ultra-High-Definition Image Reflection Removal
Deep learning based methods have achieved significant success in the tas...
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05/25/2023
When do exact and powerful p-values and e-values exist?
Given a composite null 𝒫 and composite alternative 𝒬, when and how can w...
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09/08/2022
Consensus on Dynamic Stochastic Block Models: Fast Convergence and Phase Transitions
We introduce two models of consensus following a majority rule on time-e...
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01/10/2022
FedDTG:Federated Data-Free Knowledge Distillation via Three-Player Generative Adversarial Networks
Applying knowledge distillation to personalized cross-silo federated lea...
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12/23/2021
Sparse-softmax: A Simpler and Faster Alternative Softmax Transformation
The softmax function is widely used in artificial neural networks for th...
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10/23/2020