Yatong Bai

According to our database, Yatong Bai authored at least 13 papers between 2021 and 2025.

Collaborative distances:

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

2025

DRAGON: Distributional Rewards Optimize Diffusion Generative Models.

Yatong Bai, Jonah Casebeer, Somayeh Sojoudi, Nicholas J. Bryan

CoRR, April, 2025

2024

ConsistencyTTA: Accelerating Diffusion-Based Text-to-Audio Generation with Consistency Distillation.

Yatong Bai, Trung Dang, Dung Tran, Kazuhito Koishida, Somayeh Sojoudi

Dataset, July, 2024

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

Yatong Bai, Mo Zhou, Vishal M. Patel, Somayeh Sojoudi

Trans. Mach. Learn. Res., 2024

Improving the Accuracy-Robustness Trade-Off of Classifiers via Adaptive Smoothing.

Yatong Bai, Brendon G. Anderson, Aerin Kim, Somayeh Sojoudi

SIAM J. Math. Data Sci., 2024

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

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

CoRR, 2024

Mixing classifiers to alleviate the accuracy-robustness trade-off.

Yatong Bai, Brendon G. Anderson, Somayeh Sojoudi

Proceedings of the 6th Annual Learning for Dynamics & Control Conference, 2024

ConsistencyTTA: Accelerating Diffusion-Based Text-to-Audio Generation with Consistency Distillation.

Yatong Bai, Trung Dang, Dung N. Tran, Kazuhito Koishida, Somayeh Sojoudi

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Ranking Manipulation for Conversational Search Engines.

Samuel Pfrommer, Yatong Bai, Tanmay Gautam, Somayeh Sojoudi

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

Efficient Global Optimization of Two-Layer ReLU Networks: Quadratic-Time Algorithms and Adversarial Training.

Yatong Bai, Tanmay Gautam, Somayeh Sojoudi

SIAM J. Math. Data Sci., June, 2023

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

Yatong Bai, Trung Dang, Dung N. Tran, Kazuhito Koishida, Somayeh Sojoudi

CoRR, 2023

Initial State Interventions for Deconfounded Imitation Learning.

Samuel Pfrommer, Yatong Bai, Hyunin Lee, Somayeh Sojoudi

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022

Practical Convex Formulations of One-hidden-layer Neural Network Adversarial Training.

Yatong Bai, Tanmay Gautam, Yu Gai, Somayeh Sojoudi

Proceedings of the American Control Conference, 2022

2021

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

Yatong Bai, Tanmay Gautam, Yu Gai, Somayeh Sojoudi

CoRR, 2021