大模型对齐与安全

Improving Large Language Models for Clinical Named Entity Recognition via Prompt Engineering

Yan Hu, Qingyu Chen, Jingcheng Du, Xueqing Peng, Vipina Kuttichi Keloth, Xu Zuo, Yujia Zhou, Zehan Li, Xiaoqian Jiang, Zhiyong Lu, Kirk Roberts, Hua Xu

专题命中 其他安全 ：safety(abstract)；分类 cs.CL

Comments 17 pages, 5 tables, 6 figure

LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation

Ruizhe Zhong, Xingbo Du, Shixiong Kai, Zhentao Tang, Siyuan Xu, Hui-Ling Zhen, Jianye Hao, Qiang Xu, Mingxuan Yuan, Junchi Yan

专题命中 其他安全 ：alignment(abstract)；分类 cs.AI

Comments 15 pages, 4 figures

Survey on Foundation Models for Prognostics and Health Management in Industrial Cyber-Physical Systems

Ruonan Liu, Quanhu Zhang, Te Han

专题命中 其他安全 ：safety(abstract)；分类 cs.AI

Comments Authors of the paper to be re-established

Multimodal Machine Learning in Image-Based and Clinical Biomedicine: Survey and Prospects

Elisa Warner, Joonsang Lee, William Hsu, Tanveer Syeda-Mahmood, Charles Kahn, Olivier Gevaert, Arvind Rao

专题命中 其他安全 ：alignment(abstract)；分类 cs.LG

Enhancing Surveillance Camera FOV Quality via Semantic Line Detection and Classification with Deep Hough Transform

Andrew C. Freeman, Wenjing Shi, Bin Hwang

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

Comments Appeared in the WACV 2024 Workshop on Image/Video/Audio Quality in Computer Vision and Generative AI

Bridging Research and Readers: A Multi-Modal Automated Academic Papers Interpretation System

Feng Jiang, Kuang Wang, Haizhou Li

专题命中 其他安全 ：alignment(abstract)；分类 cs.CL

Enabling Collaborative Clinical Diagnosis of Infectious Keratitis by Integrating Expert Knowledge and Interpretable Data-driven Intelligence

Zhengqing Fang, Shuowen Zhou, Zhouhang Yuan, Yuxuan Si, Mengze Li, Jinxu Li, Yesheng Xu, Wenjia Xie, Kun Kuang, Yingming Li, Fei Wu, Yu-Feng Yao

专题命中 其他安全 ：safety(abstract)；分类 cs.AI

Comments 33 pages

Ask the experts: sourcing high-quality datasets for nutritional counselling through Human-AI collaboration

Simone Balloccu, Ehud Reiter, Vivek Kumar, Diego Reforgiato Recupero, Daniele Riboni

专题命中 其他安全 ：safety(abstract)；分类 cs.CL

A Content-Based Novelty Measure for Scholarly Publications: A Proof of Concept

Haining Wang

专题命中 其他安全 ：alignment(abstract)；分类 cs.CL

Comments Accepted for publication in the proceedings of iConference2024

RALACs: Action Recognition in Autonomous Vehicles using Interaction Encoding and Optical Flow

Eddy Zhou, Alex Zhuang, Alikasim Budhwani, Owen Leather, Rowan Dempster, Quanquan Li, Mohammad Al-Sharman, Derek Rayside, William Melek

专题命中 其他安全 ：alignment(abstract)；分类 cs.LG

Diffusion Models for Multi-target Adversarial Tracking

Sean Ye, Manisha Natarajan, Zixuan Wu, Matthew Gombolay

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

Zero Resource Cross-Lingual Part Of Speech Tagging

Sahil Chopra

专题命中 其他安全 ：alignment(abstract)；分类 cs.CL

STEAM & MoSAFE: SOTIF Error-and-Failure Model & Analysis for AI-Enabled Driving Automation

Krzysztof Czarnecki, Hiroshi Kuwajima

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

Comments 23 pages, 13 figures, 5 tables

PoET: A generative model of protein families as sequences-of-sequences

Timothy F. Truong, Tristan Bepler

专题命中 其他安全 ：alignment(abstract)；分类 cs.LG

Journal ref Advances in Neural Information Processing Systems (Vol. 36), 2023

Multi-agent Reinforcement Learning for Cooperative Lane Changing of Connected and Autonomous Vehicles in Mixed Traffic

Wei Zhou, Dong Chen, Jun Yan, Zhaojian Li, Huilin Yin, Wanchen Ge

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

Comments This paper was published on Autonomous Intelligent Systems (Volume 2, article number 5, 2022)

Journal ref Autonomous Intelligent Systems, 2(1) (2022)

Lightweight Fish Classification Model for Sustainable Marine Management: Indonesian Case

Febrian Kurniawan, Gandeva Bayu Satrya, Firuz Kamalov

专题命中 其他安全 ：alignment(abstract)；分类 cs.LG

Large Language Models Relearn Removed Concepts

Michelle Lo, Shay B. Cohen, Fazl Barez

专题命中 其他安全 ：safety(abstract)；分类 cs.AI

DocLLM: A layout-aware generative language model for multimodal document understanding

Dongsheng Wang, Natraj Raman, Mathieu Sibue, Zhiqiang Ma, Petr Babkin, Simerjot Kaur, Yulong Pei, Armineh Nourbakhsh, Xiaomo Liu

专题命中 其他安全 ：alignment(abstract)；分类 cs.CL

Comments 16 pages, 4 figures

LARP: Language-Agent Role Play for Open-World Games

Ming Yan, Ruihao Li, Hao Zhang, Hao Wang, Zhilan Yang, Ji Yan

专题命中 其他安全 ：alignment(abstract)；分类 cs.AI

Comments 12 pages, 4 figures

Align your Latents: High-Resolution Video Synthesis with Latent Diffusion Models

Andreas Blattmann, Robin Rombach, Huan Ling, Tim Dockhorn, Seung Wook Kim, Sanja Fidler, Karsten Kreis

专题命中 其他安全 ：alignment(abstract)；分类 cs.LG

Comments Conference on Computer Vision and Pattern Recognition (CVPR) 2023. Project page: https://research.nvidia.com/labs/toronto-ai/VideoLDM/

Prompt-Propose-Verify: A Reliable Hand-Object-Interaction Data Generation Framework using Foundational Models

Gurusha Juneja, Sukrit Kumar

专题命中 其他安全 ：alignment(abstract)；分类 cs.AI

Comments Accepted at International Workshop on AI for Digital Human in AAAI Conference on Articial Intelligence (AAAI, 2024)

Ontology Revision based on Pre-trained Language Models

Qiu Ji, Guilin Qi, Yuxin Ye, Jiaye Li, Site Li, Jianjie Ren, Songtao Lu

专题命中 其他安全 ：alignment(abstract)；分类 cs.AI

AERoS: Assurance of Emergent Behaviour in Autonomous Robotic Swarms

Dhaminda B. Abeywickrama, James Wilson, Suet Lee, Greg Chance, Peter D. Winter, Arianna Manzini, Ibrahim Habli, Shane Windsor, Sabine Hauert, Kerstin Eder

专题命中 其他安全 ：safety(abstract)；分类 cs.AI

Comments 12 pages, 11 figures

Progressing from Anomaly Detection to Automated Log Labeling and Pioneering Root Cause Analysis

Thorsten Wittkopp, Alexander Acker, Odej Kao

专题命中 其他安全 ：alignment(abstract)；分类 cs.LG

Comments accepted at AIOPS workshop @ICDM 2023

Explainable Multi-Camera 3D Object Detection with Transformer-Based Saliency Maps

Till Beemelmanns, Wassim Zahr, Lutz Eckstein

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

Probing Biological and Artificial Neural Networks with Task-dependent Neural Manifolds

Michael Kuoch, Chi-Ning Chou, Nikhil Parthasarathy, Joel Dapello, James J. DiCarlo, Haim Sompolinsky, SueYeon Chung

专题命中 其他安全 ：alignment(abstract)；分类 cs.LG

Comments To appear in the proceedings of the Conference on Parsimony and Learning (CPAL) 2024

Responsible Deep Learning for Software as a Medical Device

Pratik Shah, Jenna Lester, Jana G Deflino, Vinay Pai

专题命中 其他安全 ：safety(abstract)；分类 cs.CY

Designing Behavior Trees from Goal-Oriented LTLf Formulas

Aadesh Neupane, Eric G Mercer, Michael A. Goodrich

专题命中 其他安全 ：alignment(abstract)；分类 cs.AI

Comments Accepted as "Most Visionary Paper" in Autonomous Robots and Multirobot Systems (ARMS) 2023 workshop affiliated with the 22nd International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2023)

SQA-SAM: Segmentation Quality Assessment for Medical Images Utilizing the Segment Anything Model

Yizhe Zhang, Shuo Wang, Tao Zhou, Qi Dou, Danny Z. Chen

专题命中 其他安全 ：alignment(abstract)；分类 cs.LG

Comments Work in progress;

ChemTime: Rapid and Early Classification for Multivariate Time Series Classification of Chemical Sensors

Alexander M. Moore, Randy C. Paffenroth, Kenneth T. Ngo, Joshua R. Uzarski

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

Comments 14 pages, 12 figures