Kavli Affiliate: Wei Gao | First 5 Authors: Siyuan Brandon Loh, Liang Ze Wong, Prasanta Bhattacharya, Joseph Simons, Wei Gao | Summary: We investigate Large Language Models’ (LLMs) ability to predict a user’s stance on a target given a collection of his/her target-agnostic social media posts (i.e., user-level stance prediction). While we show early evidence […]
Kavli Affiliate: Wei Gao | First 5 Authors: Guibiao Liao, Wei Gao, , , | Summary: Salient object detection (SOD) has achieved substantial progress in recent years. In practical scenarios, compressed images (CI) serve as the primary medium for data transmission and storage. However, scant attention has been directed towards SOD for compressed images using […]
Kavli Affiliate: Oskar Painter | First 5 Authors: Harald Putterman, Kyungjoo Noh, Connor T. Hann, Gregory S. MacCabe, Shahriar Aghaeimeibodi | Summary: In order to solve problems of practical importance, quantum computers will likely need to incorporate quantum error correction, where a logical qubit is redundantly encoded in many noisy physical qubits. The large physical-qubit […]
Kavli Affiliate: Chiara Daraio | First 5 Authors: Israel Kellersztein, Daniel Tish, John Pederson, Martin Bechthold, Chiara Daraio | Summary: Extrusion 3D-printing of biopolymers and natural fiber-based biocomposites allows for the fabrication of complex structures, ranging from gels for healthcare applications to eco-friendly structural materials. However, traditional polymer extrusion demands high-energy consumption to pre-heat the […]
Kavli Affiliate: Wei Gao | First 5 Authors: Sijie Ji, Xinzhe Zheng, Jiawei Sun, Renqi Chen, Wei Gao | Summary: Mental health disorders are among the most prevalent diseases worldwide, affecting nearly one in four people. Despite their widespread impact, the intervention rate remains below 25%, largely due to the significant cooperation required from patients […]
Kavli Affiliate: David Kleinfeld | Bradley C. Rauscher, Natalie Fomin-Thunemann, Sreekanth Kura, Patrick R. Doran, Pablo D. Perez, Kıvılcım Kılıç, Emily A. Martin, Dora Balog, Nathan X. Chai, Francesca A. Froio, Patrick F. Bloniasz, Kate E. Herrema, Rockwell Tang, Scott G. Knudstrup, Andrew Garcia, John X. Jiang, Jeffrey P. Gavornik, David Kleinfeld, Michael E. Hasselmo, […]
Kavli Affiliate: Changhuei Yang | First 5 Authors: Siyu, Lin, Haowen Zhou, Richard J. Cote, Mark Watson | Summary: In recent years, deep neural networks (DNNs) have demonstrated remarkable performance in pathology applications, potentially even outperforming expert pathologists due to their ability to learn subtle features from large datasets. One complication in preparing digital pathology […]
Kavli Affiliate: Wei Gao | First 5 Authors: Wei Gao, Jingqiang Wang, Xinv Zhu, Jun Zhong, Yue Shen | Summary: We would like industrial robots to handle unstructured environments with cameras and perception pipelines. In contrast to traditional industrial robots that replay offline-crafted trajectories, online behavior planning is required for these perception-guided industrial applications. Aside […]
Kavli Affiliate: Wei Gao | First 5 Authors: Wei Gao, Jingqiang Wang, Xinv Zhu, Jun Zhong, Yue Shen | Summary: We would like industrial robots to handle unstructured environments with cameras and perception pipelines. In contrast to traditional industrial robots that replay offline-crafted trajectories, online behavior planning is required for these perception-guided industrial applications. Aside […]
Kavli Affiliate: Wei Gao | First 5 Authors: Zheng Li, Yunhao Wang, Wei Gao, Hon Keung Tony Ng, | Summary: Dimension reduction techniques, such as Sufficient Dimension Reduction (SDR), are indispensable for analyzing high-dimensional datasets. This paper introduces a novel SDR method named Principal Square Response Forward Regression (PSRFR) for estimating the central subspace of […]