Cat P. Le

According to our database, Cat P. Le authored at least 13 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Task Affinity and Its Applications in Machine Learning.

Cat Phuoc Le

PhD thesis, 2023

Counterfactual Data Augmentation with Contrastive Learning.

Ahmed Aloui, Juncheng Dong, Cat P. Le, Vahid Tarokh

CoRR, 2023

PrACTiS: Perceiver-Attentional Copulas for Time Series.

Cat P. Le, Chris Cannella, Ali Hasan, Yuting Ng, Vahid Tarokh

CoRR, 2023

Few-Shot Continual Learning for Conditional Generative Adversarial Networks.

Cat P. Le, Juncheng Dong, Ahmed Aloui, Vahid Tarokh

CoRR, 2023

Improving Open-Domain Dialogue Evaluation with a Causal Inference Model.

Cat P. Le, Luke Dai, Michael Johnston, Yang Liu, Marilyn A. Walker, Reza Ghanadan

CoRR, 2023

Transfer learning for individual treatment effect estimation.

Ahmed Aloui, Juncheng Dong, Cat P. Le, Vahid Tarokh

Proceedings of the Uncertainty in Artificial Intelligence, 2023

2022

Causal Knowledge Transfer from Task Affinity.

Ahmed Aloui, Juncheng Dong, Cat P. Le, Vahid Tarokh

CoRR, 2022

Fisher Task Distance and its Application in Neural Architecture Search.

Cat P. Le, Mohammadreza Soltani, Juncheng Dong, Vahid Tarokh

IEEE Access, 2022

Task Affinity with Maximum Bipartite Matching in Few-Shot Learning.

Cat Phuoc Le, Juncheng Dong, Mohammadreza Soltani, Vahid Tarokh

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Neural Architecture Search From Fréchet Task Distance.

Cat P. Le, Mohammadreza Soltani, Robert J. Ravier, Trevor Standley, Silvio Savarese, Vahid Tarokh

CoRR, 2021

Neural Architecture Search From Task Similarity Measure.

Cat P. Le, Mohammadreza Soltani, Robert J. Ravier, Vahid Tarokh

CoRR, 2021

Task-Aware Neural Architecture Search.

Cat P. Le, Mohammadreza Soltani, Robert J. Ravier, Vahid Tarokh

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Supervised Encoding for Discrete Representation Learning.

Cat P. Le, Yi Zhou, Jie Ding, Vahid Tarokh

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020