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04/04/2023
Q2ATransformer: Improving Medical VQA via an Answer Querying Decoder
Medical Visual Question Answering (VQA) systems play a supporting role t...
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03/09/2023
Simulation-based, Finite-sample Inference for Privatized Data
Privacy protection methods, such as differentially private mechanisms, i...
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10/12/2022
Differentially Private Bootstrap: New Privacy Analysis and Inference Strategies
Differential private (DP) mechanisms protect individual-level informatio...
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10/13/2021
CLIP4Caption: CLIP for Video Caption
Video captioning is a challenging task since it requires generating sent...
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10/11/2021
CLIP4Caption ++: Multi-CLIP for Video Caption
This report describes our solution to the VALUE Challenge 2021 in the ca...
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12/26/2020
Variance Reduction on Adaptive Stochastic Mirror Descent
We study the idea of variance reduction applied to adaptive stochastic m...
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07/05/2020
Online Regularization for High-Dimensional Dynamic Pricing Algorithms
We propose a novel online regularization scheme for revenue-maximization...
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06/16/2020
Directional Pruning of Deep Neural Networks
In the light of the fact that the stochastic gradient descent (SGD) ofte...
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02/22/2020