conftrace_

Xiajun Jiang

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

Achievements

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🌉 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