Xiao, Jingyun

5 publications

ICLR 2024 GAFormer: Enhancing Timeseries Transformers Through Group-Aware Embeddings Jingyun Xiao, Ran Liu, Eva L Dyer

WACV 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

NeurIPS 2024 Your Contrastive Learning Problem Is Secretly a Distribution Alignment Problem Zihao Chen, Chi-Heng Lin, Ran Liu, Jingyun Xiao, Eva L. Dyer

NeurIPS 2022 MTNeuro: A Benchmark for Evaluating Representations of Brain Structure Across Multiple Levels of Abstraction Jorge Quesada, Lakshmi Sathidevi, Ran Liu, Nauman Ahad, Joy Jackson, Mehdi Azabou, Jingyun Xiao, Christopher Liding, Matthew Jin, Carolina Urzay, William Gray-Roncal, Erik Johnson, Eva Dyer

NeurIPS 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 Dyer