Jingyun Xiao

According to our database, Jingyun Xiao authored at least 9 papers between 2018 and 2024.

Collaborative distances:

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

2024

Generalizable autoregressive modeling of time series through functional narratives.

Ran Liu, Wenrui Ma, Ellen L. Zippi, Hadi Pouransari, Jingyun Xiao, Christopher M. Sandino, Behrooz Mahasseni, Juri Minxha, Erdrin Azemi, Eva L. Dyer, Ali Moin

CoRR, 2024

LatentDR: Improving Model Generalization Through Sample-Aware Latent Degradation and Restoration.

Ran Liu, Sahil Khose, Jingyun Xiao, Lakshmi Sathidevi, Keerthan Ramnath, Zsolt Kira, Eva L. Dyer

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

GAFormer: Enhancing Timeseries Transformers Through Group-Aware Embeddings.

Jingyun Xiao, Ran Liu, Eva L. Dyer

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2022

MTNeuro: A Benchmark for Evaluating Representations of Brain Structure Across Multiple Levels of Abstraction.

Jorge Quesada, Lakshmi Sathidevi, Ran Liu, Nauman Ahad, Joy M. Jackson, Mehdi Azabou, Jingyun Xiao, Christopher Liding, Matthew Jin, Carolina Urzay, William R. Gray Roncal, Erik C. Johnson, Eva L. Dyer

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformers.

Ran Liu, Mehdi Azabou, Max Dabagia, Jingyun Xiao, Eva L. Dyer

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2020

Can We Read Speech Beyond the Lips? Rethinking RoI Selection for Deep Visual Speech Recognition.

Yuanhang Zhang, Shuang Yang, Jingyun Xiao, Shiguang Shan, Xilin Chen

Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Deformation Flow Based Two-Stream Network for Lip Reading.

Jingyun Xiao, Shuang Yang, Yuanhang Zhang, Shiguang Shan, Xilin Chen

Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

2019

LRW-1000: A Naturally-Distributed Large-Scale Benchmark for Lip Reading in the Wild.

Shuang Yang, Yuanhang Zhang, Dalu Feng, Mingmin Yang, Chenhao Wang, Jingyun Xiao, Keyu Long, Shiguang Shan, Xilin Chen

Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

2018

3D Feature Pyramid Attention Module for Robust Visual Speech Recognition.

Jingyun Xiao, Shuang Yang, Yuanhang Zhang, Shiguang Shan, Xilin Chen

CoRR, 2018