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09/13/2023
Open-vocabulary Keyword-spotting with Adaptive Instance Normalization
Open vocabulary keyword spotting is a crucial and challenging task in au...
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06/05/2023
LipVoicer: Generating Speech from Silent Videos Guided by Lip Reading
Lip-to-speech involves generating a natural-sounding speech synchronized...
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05/30/2023
DisCLIP: Open-Vocabulary Referring Expression Generation
Referring Expressions Generation (REG) aims to produce textual descripti...
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01/31/2023
Auxiliary Learning as an Asymmetric Bargaining Game
Auxiliary learning is an effective method for enhancing the generalizati...
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01/30/2023
Equivariant Architectures for Learning in Deep Weight Spaces
Designing machine learning architectures for processing neural networks ...
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02/02/2022
Multi-Task Learning as a Bargaining Game
In Multi-task learning (MTL), a joint model is trained to simultaneously...
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12/11/2021
COMPOSER: Compositional Learning of Group Activity in Videos
Group Activity Recognition (GAR) detects the activity performed by a gro...
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06/29/2021
Personalized Federated Learning with Gaussian Processes
Federated learning aims to learn a global model that performs well on cl...
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03/08/2021
Personalized Federated Learning using Hypernetworks
Personalized federated learning is tasked with training machine learning...
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10/08/2020
Learning the Pareto Front with Hypernetworks
Multi-objective optimization problems are prevalent in machine learning....
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03/23/2020