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Books and Theses
- 2023
[b1]Cat Phuoc Le:
Task Affinity and Its Applications in Machine Learning. Duke University, Durham, NC, USA, 2023
Journal Articles
- 2022
- [j1]Cat P. Le
, Mohammadreza Soltani, Juncheng Dong, Vahid Tarokh:
Fisher Task Distance and its Application in Neural Architecture Search. IEEE Access 10: 47235-47249 (2022)
Conference and Workshop Papers
- 2024
- [c5]Cat P. Le, Chris Cannella, Ali Hasan, Yuting Ng, Vahid Tarokh:
Perceiving Copulas for Multimodal Time Series Forecasting. WSC 2024: 690-701 - 2023
- [c4]Ahmed Aloui, Juncheng Dong, Cat P. Le, Vahid Tarokh:
Transfer learning for individual treatment effect estimation. UAI 2023: 56-66 - 2022
- [c3]Cat Phuoc Le, Juncheng Dong, Mohammadreza Soltani, Vahid Tarokh:
Task Affinity with Maximum Bipartite Matching in Few-Shot Learning. ICLR 2022 - 2021
- [c2]Cat P. Le, Mohammadreza Soltani, Robert J. Ravier, Vahid Tarokh:
Task-Aware Neural Architecture Search. ICASSP 2021: 4090-4094 - 2020
- [c1]Cat P. Le, Yi Zhou, Jie Ding, Vahid Tarokh:
Supervised Encoding for Discrete Representation Learning. ICASSP 2020: 3447-3451
Informal and Other Publications
- 2023
- [i10]Cat P. Le, Luke Dai, Michael Johnston, Yang Liu, Marilyn A. Walker, Reza Ghanadan:
Improving Open-Domain Dialogue Evaluation with a Causal Inference Model. CoRR abs/2301.13372 (2023) - [i9]Cat P. Le, Juncheng Dong, Ahmed Aloui, Vahid Tarokh:
Few-Shot Continual Learning for Conditional Generative Adversarial Networks. CoRR abs/2305.11400 (2023) - [i8]Cat P. Le, Chris Cannella, Ali Hasan, Yuting Ng, Vahid Tarokh:
PrACTiS: Perceiver-Attentional Copulas for Time Series. CoRR abs/2310.01720 (2023) - [i7]Ahmed Aloui, Juncheng Dong, Cat P. Le, Vahid Tarokh:
Counterfactual Data Augmentation with Contrastive Learning. CoRR abs/2311.03630 (2023) - 2022
- [i6]Ahmed Aloui, Juncheng Dong, Cat P. Le, Vahid Tarokh:
Causal Knowledge Transfer from Task Affinity. CoRR abs/2210.00380 (2022) - 2021
- [i5]Cat P. Le, Mohammadreza Soltani, Robert J. Ravier, Vahid Tarokh:
Neural Architecture Search From Task Similarity Measure. CoRR abs/2103.00241 (2021) - [i4]Cat P. Le, Mohammadreza Soltani, Robert J. Ravier, Trevor Standley, Silvio Savarese, Vahid Tarokh:
Neural Architecture Search From Fréchet Task Distance. CoRR abs/2103.12827 (2021) - [i3]Cat P. Le, Juncheng Dong, Mohammadreza Soltani, Vahid Tarokh:
Task Affinity with Maximum Bipartite Matching in Few-Shot Learning. CoRR abs/2110.02399 (2021) - 2020
- [i2]Cat P. Le, Mohammadreza Soltani, Robert J. Ravier, Vahid Tarokh:
Task-Aware Neural Architecture Search. CoRR abs/2010.13962 (2020) - 2019
- [i1]Cat P. Le, Yi Zhou, Jie Ding, Vahid Tarokh:
Supervised Encoding for Discrete Representation Learning. CoRR abs/1910.11067 (2019)
Coauthor Index
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