Johns Hopkins University（约翰斯·霍普金斯大学）

Discovering strategies for coastal resilience with AI-based prediction and optimization

Jared Markowitz, Alexander New, Jennifer Sleeman, Chace Ashcraft, Jay Brett, Gary Collins, Stella In, Nathaniel Winstead

机构 * Research and Exploratory Development Department（研究与探索发展部门） ； Johns Hopkins Applied Physics Laboratory（约翰霍普金斯应用物理实验室） 纠错

Steering Multimodal Large Language Models Decoding for Context-Aware Safety

Zheyuan Liu, Zhangchen Xu, Guangyao Dou, Xiangchi Yuan, Zhaoxuan Tan, Radha Poovendran, Meng Jiang

机构 * University of Notre Dame（notre dame 大学） ； University of Washington（华盛顿大学） ； Johns Hopkins University（约翰霍普金斯大学） ； Georgia Institute of Technology（佐治亚理工学院） 纠错

Comments A lightweight and model-agnostic decoding framework that dynamically adjusts token generation based on multimodal context

Improving Test-Time Performance of RVQ-based Neural Codecs

Hyeongju Kim, Junhyeok Lee, Jacob Morton, Juheon Lee, Jinhyeok Yang

机构 * Supertone Inc.（Supertone公司） ； Center for Language and Speech Processing（语言与语音处理中心） ； Johns Hopkins University（约翰霍普金斯大学） 纠错

Comments 5 pages, preprint

A Multimodal Stochastic Planning Approach for Navigation and Multi-Robot Coordination

Mark Gonzales, Ethan Oh, Joseph Moore

机构 * Johns Hopkins University（约翰霍普金斯大学） 纠错

Comments 8 Pages, 7 Figures

SlicerROS2: A Research and Development Module for Image-Guided Robotic Interventions

Laura Connolly, Aravind S. Kumar, Kapi Ketan Mehta, Lidia Al-Zogbi, Peter Kazanzides, Parvin Mousavi, Gabor Fichtinger, Axel Krieger, Junichi Tokuda, Russell H. Taylor, Simon Leonard, Anton Deguet

机构 * Queen’s University（女王大学） ； Johns Hopkins University（约翰霍普金斯大学） ； Brigham and Women’s Hospital（布莱尔妇女医院） 纠错

Journal ref IEEE Transactions on Medical Robotics and Bionics, vol. 6, no. 4, pp. 1334-1344, Nov. 2024

FlexSED: Towards Open-Vocabulary Sound Event Detection

Jiarui Hai, Helin Wang, Weizhe Guo, Mounya Elhilali

机构 * Department of Electrical and Computer Engineering（电气与计算机工程系） ； Johns Hopkins University（约翰霍普金斯大学） 纠错

HadaSmileNet: Hadamard fusion of handcrafted and deep-learning features for enhancing facial emotion recognition of genuine smiles

Mohammad Junayed Hasan, Nabeel Mohammed, Shafin Rahman, Philipp Koehn

机构 * CS Department Johns Hopkins University Baltimore, MD, USA（计算机科学系约翰霍普金斯大学巴尔的摩，MD，美国） 纠错

Comments Accepted to IEEE International Conference on Data Mining (ICDM) 2025. Final version to appear in the conference proceedings

Speech Vecalign: an Embedding-based Method for Aligning Parallel Speech Documents

Chutong Meng, Philipp Koehn

机构 * George Mason University（乔治·马歇尔大学） ； Johns Hopkins University（约翰霍普金斯大学） 纠错

Comments Accepted by EMNLP 2025 (main)

Improving Handshape Representations for Sign Language Processing: A Graph Neural Network Approach

Alessa Carbo, Eric Nalisnick

机构 * Johns Hopkins University（约翰霍普金斯大学） 纠错

KM-GPT: An Automated Pipeline for Reconstructing Individual Patient Data from Kaplan-Meier Plots

Yao Zhao, Haoyue Sun, Yantian Ding, Yanxun Xu

机构 * Johns Hopkins University（约翰霍普金斯大学） 纠错