Alert button
Picture for Yatong Bai

Yatong Bai

Alert button

MixedNUTS: Training-Free Accuracy-Robustness Balance via Nonlinearly Mixed Classifiers

Feb 03, 2024
Yatong Bai, Mo Zhou, Vishal M. Patel, Somayeh Sojoudi

Viaarxiv icon

Let's Go Shopping (LGS) -- Web-Scale Image-Text Dataset for Visual Concept Understanding

Jan 09, 2024
Yatong Bai, Utsav Garg, Apaar Shanker, Haoming Zhang, Samyak Parajuli, Erhan Bas, Isidora Filipovic, Amelia N. Chu, Eugenia D Fomitcheva, Elliot Branson, Aerin Kim, Somayeh Sojoudi, Kyunghyun Cho

Viaarxiv icon

Mixing Classifiers to Alleviate the Accuracy-Robustness Trade-Off

Nov 26, 2023
Yatong Bai, Brendon G. Anderson, Somayeh Sojoudi

Viaarxiv icon

Accelerating Diffusion-Based Text-to-Audio Generation with Consistency Distillation

Sep 19, 2023
Yatong Bai, Trung Dang, Dung Tran, Kazuhito Koishida, Somayeh Sojoudi

Figure 1 for Accelerating Diffusion-Based Text-to-Audio Generation with Consistency Distillation
Figure 2 for Accelerating Diffusion-Based Text-to-Audio Generation with Consistency Distillation
Figure 3 for Accelerating Diffusion-Based Text-to-Audio Generation with Consistency Distillation
Viaarxiv icon

Initial State Interventions for Deconfounded Imitation Learning

Aug 11, 2023
Samuel Pfrommer, Yatong Bai, Hyunin Lee, Somayeh Sojoudi

Figure 1 for Initial State Interventions for Deconfounded Imitation Learning
Figure 2 for Initial State Interventions for Deconfounded Imitation Learning
Figure 3 for Initial State Interventions for Deconfounded Imitation Learning
Figure 4 for Initial State Interventions for Deconfounded Imitation Learning
Viaarxiv icon

Improving the Accuracy-Robustness Trade-off of Classifiers via Adaptive Smoothing

Jan 29, 2023
Yatong Bai, Brendon G. Anderson, Aerin Kim, Somayeh Sojoudi

Figure 1 for Improving the Accuracy-Robustness Trade-off of Classifiers via Adaptive Smoothing
Figure 2 for Improving the Accuracy-Robustness Trade-off of Classifiers via Adaptive Smoothing
Figure 3 for Improving the Accuracy-Robustness Trade-off of Classifiers via Adaptive Smoothing
Figure 4 for Improving the Accuracy-Robustness Trade-off of Classifiers via Adaptive Smoothing
Viaarxiv icon

Efficient Global Optimization of Two-layer ReLU Networks: Quadratic-time Algorithms and Adversarial Training

Jan 06, 2022
Yatong Bai, Tanmay Gautam, Somayeh Sojoudi

Figure 1 for Efficient Global Optimization of Two-layer ReLU Networks: Quadratic-time Algorithms and Adversarial Training
Figure 2 for Efficient Global Optimization of Two-layer ReLU Networks: Quadratic-time Algorithms and Adversarial Training
Figure 3 for Efficient Global Optimization of Two-layer ReLU Networks: Quadratic-time Algorithms and Adversarial Training
Figure 4 for Efficient Global Optimization of Two-layer ReLU Networks: Quadratic-time Algorithms and Adversarial Training
Viaarxiv icon

Practical Convex Formulation of Robust One-hidden-layer Neural Network Training

May 25, 2021
Yatong Bai, Tanmay Gautam, Yu Gai, Somayeh Sojoudi

Figure 1 for Practical Convex Formulation of Robust One-hidden-layer Neural Network Training
Figure 2 for Practical Convex Formulation of Robust One-hidden-layer Neural Network Training
Figure 3 for Practical Convex Formulation of Robust One-hidden-layer Neural Network Training
Figure 4 for Practical Convex Formulation of Robust One-hidden-layer Neural Network Training
Viaarxiv icon