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05/19/2023
Few-Shot Continual Learning for Conditional Generative Adversarial Networks
In few-shot continual learning for generative models, a target mode must...
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10/01/2022
Causal Knowledge Transfer from Task Affinity
Recent developments in deep representation models through counterfactual...
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10/05/2021
Task Affinity with Maximum Bipartite Matching in Few-Shot Learning
We propose an asymmetric affinity score for representing the complexity ...
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03/23/2021
Neural Architecture Search From Fréchet Task Distance
We formulate a Fréchet-type asymmetric distance between tasks based on F...
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02/27/2021
Neural Architecture Search From Task Similarity Measure
In this paper, we propose a neural architecture search framework based o...
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10/27/2020