Forecasting future world events with neural networks

A Zou, T Xiao, R Jia, J Kwon… - Advances in …, 2022 - proceedings.neurips.cc
Forecasting future world events is a challenging but valuable task. Forecasts of climate,
geopolitical conflict, pandemics and economic indicators help shape policy and decision making…

Biomaterials for bioprinting microvasculature

RW Barrs, J Jia, SE Silver, M Yost, Y Mei - Chemical reviews, 2020 - ACS Publications
Microvasculature functions at the tissue and cell level, regulating local mass exchange of
oxygen and nutrient-rich blood. While there has been considerable success in the …

Papaya: Federated Learning, but Fully Decentralized

RM Kripa, A Zou, R Jia, K Huang - arXiv preprint arXiv:2303.06189, 2023 - arxiv.org
Federated Learning systems use a centralized server to aggregate model updates. This is a
bandwidth and resource-heavy constraint and exposes the system to privacy concerns. We …

Engineering a chemically defined hydrogel bioink for direct bioprinting of microvasculature

RW Barrs, J Jia, M Ward, DJ Richards, H Yao… - …, 2020 - ACS Publications
Vascularizing printed tissues is a critical challenge in bioprinting. While protein-based hydrogel
bioinks have been successfully used to bioprint microvasculature, their compositions are …

Does frailty predict outcomes in patients undergoing free or pedicled flap procedures for lower extremity limb salvage? An analysis of the American College of …

E Jia, SR Garvey, A Chen, VP Bustos… - Journal of …, 2024 - thieme-connect.com
Background Older and frailer patients are increasingly undergoing free or pedicled tissue
transfer for lower extremity (LE) limb salvage. This novel study examines the impact of frailty on …

Learning to speak fluently in a foreign language: Multilingual speech synthesis and cross-language voice cloning

…, H Zen, Y Wu, Z Chen, RJ Skerry-Ryan, Y Jia… - arXiv preprint arXiv …, 2019 - arxiv.org
We present a multispeaker, multilingual text-to-speech (TTS) synthesis model based on
Tacotron that is able to produce high quality speech in multiple languages. Moreover, the model …

Listen to look into the future: Audio-visual egocentric gaze anticipation

B Lai, F Ryan, W Jia, M Liu, JM Rehg - European Conference on Computer …, 2024 - Springer
Egocentric gaze anticipation serves as a key building block for the emerging capability of
Augmented Reality. Notably, gaze behavior is driven by both visual cues and audio signals …

Towards social AI: A survey on understanding social interactions

S Lee, M Li, B Lai, W Jia, F Ryan, X Cao, O Kara… - arXiv preprint arXiv …, 2024 - arxiv.org
Social interactions form the foundation of human societies. Artificial intelligence has made
significant progress in certain areas, but enabling machines to seamlessly understand social …

SocialGesture: Delving into Multi-person Gesture Understanding

X Cao, P Virupaksha, W Jia, B Lai, F Ryan… - arXiv preprint arXiv …, 2025 - arxiv.org
Previous research in human gesture recognition has largely overlooked multi-person
interactions, which are crucial for understanding the social context of naturally occurring gestures. …

[CITATION][C] A new approach to controlling compression-induced distortion of hyperspectral images

…, MR Pickering, MJ Ryan, X Jia - IGARSS 2003. 2003 …, 2003 - ieeexplore.ieee.org
Images compressed by current lossy compression techniques suffer from distortion that is
uniformly distributed spatially and spectrally. We demonstrate that classification accuracy …