Xiajun Jiang

5 papers · 2023–2024 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (5) 🚀 Conference Pioneer

Conferences

ICLR (3) MICCAI (1) NIPS (1)

Top co-authors

Linwei Wang (5) Ryan Missel (3) Zhiyuan Li (2) Nilesh Kumar (2) Maryam Toloubidokhti (2) Yubo Ye (2) Ruby Shrestha (1) Huafeng Liu (1) Sumeet Vadhavkar (1) Jon Heiselman (1)

Keywords

parameter inference (1) parameter identifiability (1) hybrid generative model (1) physics-based model (1) hybrid deep generative model (1) physics-based inductive bia (1)

Papers

On the Identifiability of Hybrid Deep Generative Models: Meta-Learning as a Solution NIPS 2024

DATS: Difficulty-Aware Task Sampler for Meta-Learning Physics-Informed Neural Networks ICLR 2024

LIBR+: Improving Intraoperative Liver Registration by Learning the Residual of Biomechanics-Based Deformable Registration MICCAI 2024

Sequential Latent Variable Models for Few-Shot High-Dimensional Time-Series Forecasting ICLR 2023

Continual Unsupervised Disentangling of Self-Organizing Representations ICLR 2023