大模型对齐与安全 - arXivDaily 专题

2203.03315 2022-03-08 cs.AI 79%

Deep Reinforcement Learning for Entity Alignment

Lingbing Guo, Yuqiang Han, Qiang Zhang, Huajun Chen

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

Comments Findings of ACL

2110.03765 2022-02-07 cs.LG 79%

Spectroscopy Approaches for Food Safety Applications: Improving Data Efficiency Using Active Learning and Semi-Supervised Learning

Huanle Zhang, Nicharee Wisuthiphaet, Hemiao Cui, Nitin Nitin, Xin Liu, Qing Zhao

专题命中其他安全：safety(title,abstract)；分类 cs.LG

2111.02649 2022-01-11 cs.LO cs.LG 79%

Logically Sound Arguments for the Effectiveness of ML Safety Measures

Chih-Hong Cheng, Tobias Schuster, Simon Burton

专题命中其他安全：safety(title,abstract)；分类 cs.LG

Comments v2: fix typos and change some phrases to make the context clear

2105.02472 2021-10-26 cs.CL 79%

XeroAlign: Zero-Shot Cross-lingual Transformer Alignment

Milan Gritta, Ignacio Iacobacci

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

Comments Findings of ACL 2021 - Code: https://github.com/huawei-noah/noah-research/tree/master/xero_align

2110.07003 2021-10-15 cs.LG 79%

Sustainability Through Cognition Aware Safety Systems -- Next Level Human-Machine-Interaction

Juergen Mangler, Konrad Diwol, Dieter Etz, Stefanie Rinderle-Ma, Alois Ferscha, Gerald Reiner, Wolfgang Kastner, Sebastien Bougain, Christoph Pollak, Michael Haslgrübler

专题命中其他安全：safety(title,abstract)；分类 cs.LG

Comments 27 pages. 4 figures. 2 tables. pre-print journal paper. position paper

2110.01258 2021-10-05 cs.CL 79%

A Aelf-supervised Tibetan-chinese Vocabulary Alignment Method Based On Adversarial Learning

Enshuai Hou, Jie zhu

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

Comments 8pages,2nd International Conference on Machine Learning Techniques and NLP (MLNLP 2021)

Journal ref Advances in Machine Learning, Data Mining and Computing 2nd International Conference on Machine Learning Techniques and NLP (MLNLP 2021) Volume 11, Number 14, September 2021

2104.06506 2021-09-28 cs.RO cs.LG 79%

SAINT-ACC: Safety-Aware Intelligent Adaptive Cruise Control for Autonomous Vehicles Using Deep Reinforcement Learning

Lokesh Das, Myounggyu Won

专题命中其他安全：safety(title,abstract)；分类 cs.LG

Comments Accepted for publication in ICML, 2021

Journal ref Proceedings of the 38th International Conference on Machine Learning (2021) 2445-2455

2103.11070 2021-09-16 cs.CL 79%

Attribute Alignment: Controlling Text Generation from Pre-trained Language Models

Dian Yu, Zhou Yu, Kenji Sagae

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

Journal ref EMNLP 2021 Findings

2106.06381 2021-09-14 cs.CL 79%

Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment

Zewen Chi, Li Dong, Bo Zheng, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei

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

Comments ACL 2021

2103.00119 2021-06-17 cs.CV cs.LG 79%

ASMNet: a Lightweight Deep Neural Network for Face Alignment and Pose Estimation

Ali Pourramezan Fard, Hojjat Abdollahi, Mohammad Mahoor

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

Comments Accepted at CVPR 2021 Biometrics Workshop, jointly with the Workshop on Analysis and Modeling of Faces and Gestures

Journal ref Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2021, pp. 1521-1530

2012.01557 2021-06-14 cs.LG 79%

Value Alignment Verification

Daniel S. Brown, Jordan Schneider, Anca D. Dragan, Scott Niekum

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

Comments In proceedings International Conference on Machine Learning (ICML) 2021

2011.12428 2021-06-11 stat.ML cond-mat.dis-nn cs.LG cs.NE 79%

Align, then memorise: the dynamics of learning with feedback alignment

Maria Refinetti, Stéphane d'Ascoli, Ruben Ohana, Sebastian Goldt

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

Comments The accompanying code for this paper is available at https://github.com/sdascoli/dfa-dynamics

Journal ref Proceedings of the 38th International Conference on Machine Learning (ICML), PMLR 139, 2021

2106.03619 2021-06-08 cs.AI 79%

Multi-modal Entity Alignment in Hyperbolic Space

Hao Guo, Jiuyang Tang, Weixin Zeng, Xiang Zhao, Li Liu

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

Comments 24 pages,5 figures;

2003.00260 2021-05-17 cs.AI stat.ML 79%

On Safety Assessment of Artificial Intelligence

Jens Braband, Hendrik Schäbe

专题命中其他安全：safety(title,abstract)；分类 cs.AI

Comments 16 pages, 7 figures

Journal ref Dependability, vol. 20 no. 4, 2020

2103.06244 2021-03-11 stat.ML cs.LG 79%

Multi-Class Multiple Instance Learning for Predicting Precursors to Aviation Safety Events

Marc-Henri Bleu-Laine, Tejas G. Puranik, Dimitri N. Mavris, Bryan Matthews

专题命中其他安全：safety(title,abstract)；分类 cs.LG

Comments 29 pages, 15 figures, 9 tables

2011.01631 2021-03-10 cs.LG cs.MM 79%

Robust Latent Representations via Cross-Modal Translation and Alignment

Vandana Rajan, Alessio Brutti, Andrea Cavallaro

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

Journal ref ICASSP 2021

2101.08385 2021-01-22 q-bio.GN cs.LG 79%

Motif Identification using CNN-based Pairwise Subsequence Alignment Score Prediction

Ethan Jacob Moyer, Anup Das

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

Comments 7 pages, 4 figures, submitted to the 2021 International Joint Conference on Neural Networks

2012.15184 2021-01-01 cs.SD cs.LG eess.AS 79%

Multi-view Temporal Alignment for Non-parallel Articulatory-to-Acoustic Speech Synthesis

Jose A. Gonzalez-Lopez, Miriam Gonzalez-Atienza, Alejandro Gomez-Alanis, Jose L. Perez-Cordoba, Phil D. Green

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

2010.15269 2020-11-13 eess.IV cs.CV cs.LG 79%

GloFlow: Global Image Alignment for Creation of Whole Slide Images for Pathology from Video

Viswesh Krishna, Anirudh Joshi, Philip L. Bulterys, Eric Yang, Andrew Y. Ng, Pranav Rajpurkar

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

Comments Machine Learning for Health (ML4H) at NeurIPS 2020 - Extended Abstract

1901.06801 2020-11-03 cs.GT cs.LG 79%

Learning-Based Synthesis of Safety Controllers

Daniel Neider, Oliver Markgraf

专题命中其他安全：safety(title,abstract)；分类 cs.LG

2003.03167 2020-10-29 cs.CV cs.LG eess.IV 79%

When Deep Learning Meets Data Alignment: A Review on Deep Registration Networks (DRNs)

Victor Villena-Martinez, Sergiu Oprea, Marcelo Saval-Calvo, Jorge Azorin-Lopez, Andres Fuster-Guillo, Robert B. Fisher

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

Comments Published in Applied Sciences

Journal ref Appl. Sci. 2020, 10(21), 7524

2001.09768 2020-10-07 cs.CY 79%

Artificial Intelligence, Values and Alignment

Iason Gabriel

专题命中其他安全：alignment(title,abstract)；分类 cs.CY

Journal ref Minds and Machines 2020

2008.08221 2020-08-20 cs.LG stat.ML 79%

Machine Learning for Reliability Engineering and Safety Applications: Review of Current Status and Future Opportunities

Zhaoyi Xu, Joseph Homer Saleh

专题命中其他安全：safety(title,abstract)；分类 cs.LG

Comments 50 pages

2007.13299 2020-07-29 eess.SP cs.LG 79%

Enhanced Beam Alignment for Millimeter Wave MIMO Systems: A Kolmogorov Model

Qiyou Duan, Taejoon Kim, Hadi Ghauch

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

Comments Submitted to the 2020 IEEE Globecom

2003.01197 2020-07-24 cs.RO cs.LG 79%

Learning to Collide: An Adaptive Safety-Critical Scenarios Generating Method

Wenhao Ding, Baiming Chen, Minjun Xu, Ding Zhao

专题命中其他安全：safety(title,abstract)；分类 cs.LG

Comments Accepted to IROS 2020

2007.05411 2020-07-13 cs.AI 79%

AGI Agent Safety by Iteratively Improving the Utility Function

Koen Holtman

专题命中其他安全：safety(title,abstract)；分类 cs.AI

Comments Part 1 of this work is a preprint of a conference paper to appear in: Proceedings of the 13th International Conference on Artificial General Intelligence (AGI-20), Springer LNAI 12177 (2020). Part 2 has additional, new research results that go beyond those in the conference paper

2005.13166 2020-05-28 cs.LG cs.CR stat.ML 79%

SafeML: Safety Monitoring of Machine Learning Classifiers through Statistical Difference Measure

Koorosh Aslansefat, Ioannis Sorokos, Declan Whiting, Ramin Tavakoli Kolagari, Yiannis Papadopoulos

专题命中其他安全：safety(title,abstract)；分类 cs.LG

1910.10380 2020-03-02 eess.SY cs.AI cs.MA cs.SY 79%

Online Synthesis for Runtime Enforcement of Safety in Multi-Agent Systems

Dhananjay Raju, Suda Bharadwaj, Ufuk Topcu

专题命中其他安全：safety(title,abstract)；分类 cs.AI

2001.09612 2020-01-28 math.OC cs.LG cs.SY eess.SY stat.ML 79%

Optimization of Passive Chip Components Placement with Self-Alignment Effect for Advanced Surface Mounting Technology

Irandokht Parviziomran, Shun Cao, Haeyong Yang, Seungbae Park, Daehan Won

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

1912.09902 2019-12-23 cs.LG stat.ML 79%

Dependable Neural Networks for Safety Critical Tasks

Molly O'Brien, William Goble, Greg Hager, Julia Bukowski

专题命中其他安全：safety(title,abstract)；分类 cs.LG

Comments 8 pages, 4 figures. Accepted to AAAI EDSMLS Workshop 2020

1. 其他安全 8017 篇

Deep Reinforcement Learning for Entity Alignment

Spectroscopy Approaches for Food Safety Applications: Improving Data Efficiency Using Active Learning and Semi-Supervised Learning

Logically Sound Arguments for the Effectiveness of ML Safety Measures

XeroAlign: Zero-Shot Cross-lingual Transformer Alignment

Sustainability Through Cognition Aware Safety Systems -- Next Level Human-Machine-Interaction

A Aelf-supervised Tibetan-chinese Vocabulary Alignment Method Based On Adversarial Learning

SAINT-ACC: Safety-Aware Intelligent Adaptive Cruise Control for Autonomous Vehicles Using Deep Reinforcement Learning

Attribute Alignment: Controlling Text Generation from Pre-trained Language Models

Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment

ASMNet: a Lightweight Deep Neural Network for Face Alignment and Pose Estimation

Value Alignment Verification

Align, then memorise: the dynamics of learning with feedback alignment

Multi-modal Entity Alignment in Hyperbolic Space

On Safety Assessment of Artificial Intelligence

Multi-Class Multiple Instance Learning for Predicting Precursors to Aviation Safety Events

Robust Latent Representations via Cross-Modal Translation and Alignment

Motif Identification using CNN-based Pairwise Subsequence Alignment Score Prediction

Multi-view Temporal Alignment for Non-parallel Articulatory-to-Acoustic Speech Synthesis

GloFlow: Global Image Alignment for Creation of Whole Slide Images for Pathology from Video

Learning-Based Synthesis of Safety Controllers

When Deep Learning Meets Data Alignment: A Review on Deep Registration Networks (DRNs)

Artificial Intelligence, Values and Alignment

Machine Learning for Reliability Engineering and Safety Applications: Review of Current Status and Future Opportunities

Enhanced Beam Alignment for Millimeter Wave MIMO Systems: A Kolmogorov Model

Learning to Collide: An Adaptive Safety-Critical Scenarios Generating Method

AGI Agent Safety by Iteratively Improving the Utility Function

SafeML: Safety Monitoring of Machine Learning Classifiers through Statistical Difference Measure

Online Synthesis for Runtime Enforcement of Safety in Multi-Agent Systems

Optimization of Passive Chip Components Placement with Self-Alignment Effect for Advanced Surface Mounting Technology

Dependable Neural Networks for Safety Critical Tasks