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04/27/2023
DataComp: In search of the next generation of multimodal datasets
Large multimodal datasets have been instrumental in recent breakthroughs...
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10/14/2022
Zonotope Domains for Lagrangian Neural Network Verification
Neural network verification aims to provide provable bounds for the outp...
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05/24/2022
Towards a Defense against Backdoor Attacks in Continual Federated Learning
Backdoor attacks are a major concern in federated learning (FL) pipeline...
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04/22/2021
SPECTRE: Defending Against Backdoor Attacks Using Robust Statistics
Modern machine learning increasingly requires training on a large collec...
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10/05/2019
Proof-of-Stake Longest Chain Protocols Revisited
The Nakamoto longest chain protocol has served Bitcoin well in its decad...
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06/14/2019
InfoGAN-CR: Disentangling Generative Adversarial Networks with Contrastive Regularizers
Training disentangled representations with generative adversarial networ...
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03/06/2019
DeepTurbo: Deep Turbo Decoder
Present-day communication systems routinely use codes that approach the ...
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10/09/2018
