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Cat P. Le
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Cited by
Year
Task Affinity with Maximum Bipartite Matching in Few-Shot Learning
CP Le, J Dong, M Soltani, V Tarokh
International Conference on Learning Representations (ICLR), 2022
132022
Task-aware neural architecture search
CP Le, M Soltani, R Ravier, V Tarokh
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
92021
Improving open-domain dialogue evaluation with a causal inference model
CP Le, L Dai, M Johnston, Y Liu, M Walker, R Ghanadan
arXiv preprint arXiv:2301.13372, 2023
82023
Fisher Task Distance and Its Application in Neural Architecture Search
CP Le, M Soltani, J Dong, V Tarokh
IEEE Access, 2022
82022
Supervised encoding for discrete representation learning
CP Le, Y Zhou, J Ding, V Tarokh
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
52020
Causal knowledge transfer from task affinity
A Aloui, J Dong, CP Le, V Tarokh
32022
Transfer learning for individual treatment effect estimation
A Aloui, J Dong, CP Le, V Tarokh
Uncertainty in Artificial Intelligence, 56-66, 2023
22023
Neural Architecture Search From Fréchet Task Distance
CP Le, M Soltani, R Ravier, T Standley, S Savarese, V Tarokh
arXiv e-prints, arXiv: 2103.12827, 2021
22021
Improved automated machine learning from transfer learning
CP Le, M Soltani, R Ravier, V Tarokh
arXiv preprint arXiv:2103.00241, 2021
22021
Fisher Task Distance and Its Applications in Transfer Learning and Neural Architecture Search
CP Le, M Soltani, J Dong, V Tarokh
arXiv preprint arXiv:2103.12827, 2021
12021
Counterfactual Data Augmentation with Contrastive Learning
A Aloui, J Dong, CP Le, V Tarokh
arXiv preprint arXiv:2311.03630, 2023
2023
Mode-Aware Continual Learning for Conditional Generative Adversarial Networks
CP Le, J Dong, A Aloui, V Tarokh
2023
PrACTiS: Perceiver-Attentional Copulas for Time Series
CP Le, C Cannella, A Hasan, Y Ng, V Tarokh
arXiv preprint arXiv:2310.01720, 2023
2023
Few-Shot Continual Learning for Conditional Generative Adversarial Networks
CP Le, J Dong, A Aloui, V Tarokh
arXiv preprint arXiv:2305.11400, 2023
2023
Task Affinity and Its Applications in Machine Learning
CP Le
Duke University, 2023
2023
NEURAL ARCHITECTURE SEARCH FROM TASK SIMILARITY MEASURE
CP Le, M Soltani, R Ravier, V Tarokh
CoRR, 2021
2021
Transfer Learning for Individual Treatment Effect Estimation (Supplementary material)
A Aloui, J Dong, CP Le, V Tarokh
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Articles 1–17