大模型对齐与安全

Resource saving taxonomy classification with k-mer distributions and machine learning

Wolfgang Fuhl, Susanne Zabel, Kay Nieselt

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

Affordable Artificial Intelligence -- Augmenting Farmer Knowledge with AI

Peeyush Kumar, Andrew Nelson, Zerina Kapetanovic, Ranveer Chandra

专题命中 其他安全 ：safety(abstract)；分类 cs.AI

Comments Digital agriculture in action- Artificial Intelligence for agriculture. Bangkok, FAO and ITU, 2021

Fruit Ripeness Classification: a Survey

Matteo Rizzo, Matteo Marcuzzo, Alessandro Zangari, Andrea Gasparetto, Andrea Albarelli

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

TAU: A Framework for Video-Based Traffic Analytics Leveraging Artificial Intelligence and Unmanned Aerial Systems

Bilel Benjdira, Anis Koubaa, Ahmad Taher Azar, Zahid Khan, Adel Ammar, Wadii Boulila

专题命中 其他安全 ：safety(abstract)；分类 cs.AI

Comments This is the final proofread version submitted to Elsevier EAAI: please see the published version at: https://doi.org/10.1016/j.engappai.2022.105095

Journal ref Engineering Applications of Artificial Intelligence, Volume 114, 2022, 105095, ISSN 0952-1976

Visually-Augmented Language Modeling

Weizhi Wang, Li Dong, Hao Cheng, Haoyu Song, Xiaodong Liu, Xifeng Yan, Jianfeng Gao, Furu Wei

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

Comments ICLR 2023

Retrieved Sequence Augmentation for Protein Representation Learning

Chang Ma, Haiteng Zhao, Lin Zheng, Jiayi Xin, Qintong Li, Lijun Wu, Zhihong Deng, Yang Lu, Qi Liu, Lingpeng Kong

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

Bridge the Gap between Language models and Tabular Understanding

Nuo Chen, Linjun Shou, Ming Gong, Jian Pei, Chenyu You, Jianhui Chang, Daxin Jiang, Jia Li

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

Comments 7 pages

Do We Still Need Clinical Language Models?

Eric Lehman, Evan Hernandez, Diwakar Mahajan, Jonas Wulff, Micah J. Smith, Zachary Ziegler, Daniel Nadler, Peter Szolovits, Alistair Johnson, Emily Alsentzer

专题命中 其他安全 ：safety(abstract)；分类 cs.CL

Gradient-Based Automated Iterative Recovery for Parameter-Efficient Tuning

Maximilian Mozes, Tolga Bolukbasi, Ann Yuan, Frederick Liu, Nithum Thain, Lucas Dixon

专题命中 其他安全 ：safety(abstract)；分类 cs.CL

Comments Pre-print

ChemVise: Maximizing Out-of-Distribution Chemical Detection with the Novel Application of Zero-Shot Learning

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

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

Comments 12 pages, 14 figures

GCI: A (G)raph (C)oncept (I)nterpretation Framework

Dmitry Kazhdan, Botty Dimanov, Lucie Charlotte Magister, Pietro Barbiero, Mateja Jamnik, Pietro Lio

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

Data-driven Protection of Transformers, Phase Angle Regulators, and Transmission Lines in Interconnected Power Systems

Pallav Kumar Bera

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

Comments Ph.D. thesis, Syracuse University, published by ProQuest. arXiv admin note: text overlap with arXiv:2004.06003

Modeling Human Driving Behavior through Generative Adversarial Imitation Learning

Raunak Bhattacharyya, Blake Wulfe, Derek Phillips, Alex Kuefler, Jeremy Morton, Ransalu Senanayake, Mykel Kochenderfer

专题命中 其他安全 ：safety(abstract)；分类 cs.AI

Comments 14 pages, 8 figures. To be published in the IEEE Transactions on Intelligent Transportation Systems

Holistic Deep-Reinforcement-Learning-based Training of Autonomous Navigation Systems

Linh Kästner, Marvin Meusel, Teham Bhuiyan, Jens Lambrecht

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

Comments 8 pages, 6 figures

Deep Learning for Reference-Free Geolocation for Poplar Trees

Cai W. John, Owen Queen, Wellington Muchero, Scott J. Emrich

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

Comments Accepted at NeurIPS 2022 AI for Science Workshop

Multilingual Sentence Transformer as A Multilingual Word Aligner

Weikang Wang, Guanhua Chen, Hanqing Wang, Yue Han, Yun Chen

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

Comments Published at Findings of EMNLP 2022

Re-creation of Creations: A New Paradigm for Lyric-to-Melody Generation

Ang Lv, Xu Tan, Tao Qin, Tie-Yan Liu, Rui Yan

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

On Blockchain We Cooperate: An Evolutionary Game Perspective

Luyao Zhang, Xinyu Tian

专题命中 其他安全 ：safety(abstract)；分类 cs.CY

When saliency goes off on a tangent: Interpreting Deep Neural Networks with nonlinear saliency maps

Jan Rosenzweig, Zoran Cvetkovic, Ivana Rosenzweig

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

Blind Judgement: Agent-Based Supreme Court Modelling With GPT

Sil Hamilton

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

Comments To appear in the proceedings of the AAAI-23 Workshop on Creative AI Across Modalities

Safer Together: Machine Learning Models Trained on Shared Accident Datasets Predict Construction Injuries Better than Company-Specific Models

Antoine J. -P. Tixier, Matthew R. Hallowell

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

Comments Added paragraph to background

Federated Learning with Domain Generalization

Liling Zhang, Xinyu Lei, Yichun Shi, Hongyu Huang, Chao Chen

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

Comments 16 pages, 7 figures

Exploring Machine Learning Techniques to Identify Important Factors Leading to Injury in Curve Related Crashes

Mehdi Moeinaddini, Mozhgan Pourmoradnasseri, Amnir Hadachi, Mario Cools

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

Domain-invariant Feature Exploration for Domain Generalization

Wang Lu, Jindong Wang, Haoliang Li, Yiqiang Chen, Xing Xie

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

Comments Accepted by Transactions on Machine Learning Research (TMLR) 2022; 20 pages; code: https://github.com/jindongwang/transferlearning/tree/master/code/DeepDG

Minimizing Worst-Case Violations of Neural Networks

Rahul Nellikkath, Spyros Chatzivasileiadis

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

Toward Multi-Service Edge-Intelligence Paradigm: Temporal-Adaptive Prediction for Time-Critical Control over Wireless

Adnan Aijaz, Nan Jiang, Aftab Khan

专题命中 其他安全 ：safety(abstract)；分类 cs.AI

Comments Accepted for publication in the IEEE Internet of Things Magazine

Machine Learning Approaches for Principle Prediction in Naturally Occurring Stories

Md Sultan Al Nahian, Spencer Frazier, Brent Harrison, Mark Riedl

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

Comments Nahian and Frazier contributed equally to this work

LGDN: Language-Guided Denoising Network for Video-Language Modeling

Haoyu Lu, Mingyu Ding, Nanyi Fei, Yuqi Huo, Zhiwu Lu

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

Comments Accepted by NeurIPS2022

A Unified Survey on Anomaly, Novelty, Open-Set, and Out-of-Distribution Detection: Solutions and Future Challenges

Mohammadreza Salehi, Hossein Mirzaei, Dan Hendrycks, Yixuan Li, Mohammad Hossein Rohban, Mohammad Sabokrou

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

Comments Published in Transaction on Machine Learning (TMLR)

STL-Based Synthesis of Feedback Controllers Using Reinforcement Learning

Nikhil Kumar Singh, Indranil Saha

专题命中 其他安全 ：safety(abstract)；分类 cs.AI

Comments Full version of the paper to be published in AAAI 2023