California Institute of Technology（加州理工学院）

Signal-Aware Workload Shifting Algorithms with Uncertainty-Quantified Predictors

Ezra Johnson, Adam Lechowicz, Mohammad Hajiesmaili

机构 * California Institute of Technology（加州理工学院） ； University of Massachusetts（马萨诸塞大学） 纠错

Comments 19 pages, 3 figures

Reevaluating Convolutional Neural Networks for Spectral Analysis: A Focus on Raman Spectroscopy

Deniz Soysal, Xabier García-Andrade, Laura E. Rodriguez, Pablo Sobron, Laura M. Barge, Renaud Detry

机构 * Lunar \& Planetary Institute, Universities Space Research Association, 3600 Bay Area Boulevard, Houston, TX 77058, USA ； Jet Propulsion Laboratory, California Institute of Technology, 4800 Oak Grove Drive, La Cañada Flintridge, CA 91011, USA ； KU Leuven, Dept.\ Electrical Engineering, Research Unit Processing Speech 纠错

Journal ref ACS Earth and Space Chemistry, 2025, ASAP

PUREVQ-GAN: Defending Data Poisoning Attacks through Vector-Quantized Bottlenecks

Alexander Branch, Omead Pooladzandi, Radin Khosraviani, Sunay Gajanan Bhat, Jeffrey Jiang, Gregory Pottie

机构 * University of California, Los Angeles（加州大学洛杉矶分校） ； California Institute of Technology（加州理工学院） 纠错

Robust Visual Localization in Compute-Constrained Environments by Salient Edge Rendering and Weighted Hamming Similarity

Tu-Hoa Pham, Philip Bailey, Daniel Posada, Georgios Georgakis, Jorge Enriquez, Surya Suresh, Marco Dolci, Philip Twu

机构 * Jet Propulsion Laboratory, California Institute of Technology（喷气推进实验室、加州理工学院） ； Blue Origin（蓝色起源） ； Amazon（亚马逊） ； Ohio State University（俄亥俄州立大学） 纠错

Comments To appear in IEEE Robotics and Automation Letters

InverseBench: Benchmarking Plug-and-Play Diffusion Priors for Inverse Problems in Physical Sciences

Hongkai Zheng, Wenda Chu, Bingliang Zhang, Zihui Wu, Austin Wang, Berthy T. Feng, Caifeng Zou, Yu Sun, Nikola Kovachki, Zachary E. Ross, Katherine L. Bouman, Yisong Yue

机构 * California Institute of Technology（加利福尼亚理工学院） ； Johns Hopkins University（约翰霍普金斯大学） ； NVIDIA（英伟达） 纠错