Alert button
Picture for Barnabas Poczos

Barnabas Poczos

Alert button

Task-Based MoE for Multitask Multilingual Machine Translation

Sep 11, 2023
Hai Pham, Young Jin Kim, Subhabrata Mukherjee, David P. Woodruff, Barnabas Poczos, Hany Hassan Awadalla

Figure 1 for Task-Based MoE for Multitask Multilingual Machine Translation
Figure 2 for Task-Based MoE for Multitask Multilingual Machine Translation
Figure 3 for Task-Based MoE for Multitask Multilingual Machine Translation
Figure 4 for Task-Based MoE for Multitask Multilingual Machine Translation
Viaarxiv icon

Objective-Agnostic Enhancement of Molecule Properties via Multi-Stage VAE

Sep 10, 2023
Chenghui Zhou, Barnabas Poczos

Figure 1 for Objective-Agnostic Enhancement of Molecule Properties via Multi-Stage VAE
Figure 2 for Objective-Agnostic Enhancement of Molecule Properties via Multi-Stage VAE
Figure 3 for Objective-Agnostic Enhancement of Molecule Properties via Multi-Stage VAE
Figure 4 for Objective-Agnostic Enhancement of Molecule Properties via Multi-Stage VAE
Viaarxiv icon

Improving Molecule Properties Through 2-Stage VAE

Dec 06, 2022
Chenghui Zhou, Barnabas Poczos

Figure 1 for Improving Molecule Properties Through 2-Stage VAE
Figure 2 for Improving Molecule Properties Through 2-Stage VAE
Figure 3 for Improving Molecule Properties Through 2-Stage VAE
Viaarxiv icon

Modeling Task Effects on Meaning Representation in the Brain via Zero-Shot MEG Prediction

Sep 17, 2020
Mariya Toneva, Otilia Stretcu, Barnabas Poczos, Leila Wehbe, Tom M. Mitchell

Figure 1 for Modeling Task Effects on Meaning Representation in the Brain via Zero-Shot MEG Prediction
Figure 2 for Modeling Task Effects on Meaning Representation in the Brain via Zero-Shot MEG Prediction
Figure 3 for Modeling Task Effects on Meaning Representation in the Brain via Zero-Shot MEG Prediction
Figure 4 for Modeling Task Effects on Meaning Representation in the Brain via Zero-Shot MEG Prediction
Viaarxiv icon

Robust Handwriting Recognition with Limited and Noisy Data

Aug 18, 2020
Hai Pham, Amrith Setlur, Saket Dingliwal, Tzu-Hsiang Lin, Barnabas Poczos, Kang Huang, Zhuo Li, Jae Lim, Collin McCormack, Tam Vu

Figure 1 for Robust Handwriting Recognition with Limited and Noisy Data
Figure 2 for Robust Handwriting Recognition with Limited and Noisy Data
Figure 3 for Robust Handwriting Recognition with Limited and Noisy Data
Figure 4 for Robust Handwriting Recognition with Limited and Noisy Data
Viaarxiv icon

Nonlinear ISA with Auxiliary Variables for Learning Speech Representations

Jul 25, 2020
Amrith Setlur, Barnabas Poczos, Alan W Black

Figure 1 for Nonlinear ISA with Auxiliary Variables for Learning Speech Representations
Figure 2 for Nonlinear ISA with Auxiliary Variables for Learning Speech Representations
Figure 3 for Nonlinear ISA with Auxiliary Variables for Learning Speech Representations
Viaarxiv icon

Covariate Distribution Aware Meta-learning

Jul 08, 2020
Amrith Setlur, Saket Dingliwal, Barnabas Poczos

Figure 1 for Covariate Distribution Aware Meta-learning
Figure 2 for Covariate Distribution Aware Meta-learning
Figure 3 for Covariate Distribution Aware Meta-learning
Figure 4 for Covariate Distribution Aware Meta-learning
Viaarxiv icon