大模型对齐与安全 - arXivDaily 专题

2108.11954 2022-04-28 eess.IV cs.AI 57%

Cascading Neural Network Methodology for Artificial Intelligence-Assisted Radiographic Detection and Classification of Lead-Less Implanted Electronic Devices within the Chest

Mutlu Demirer, Richard D. White, Vikash Gupta, Ronnie A. Sebro, Barbaros S. Erdal

专题命中其他安全：safety(abstract)；分类 cs.AI

Comments 23 pages, 4 figures

2109.12573 2022-04-26 cs.CL 57%

XLM-K: Improving Cross-Lingual Language Model Pre-training with Multilingual Knowledge

Xiaoze Jiang, Yaobo Liang, Weizhu Chen, Nan Duan

专题命中其他安全：alignment(abstract)；分类 cs.CL

Comments AAAI-2022

2204.07955 2022-04-22 cs.CV cs.CL cs.MM 57%

Vision-Language Pre-Training for Multimodal Aspect-Based Sentiment Analysis

Yan Ling, Jianfei Yu, Rui Xia

专题命中其他安全：alignment(abstract)；分类 cs.CL

Comments Accepted by ACL 2022 (long paper)

2204.06098 2022-04-14 cs.LG cs.CE 57%

Highly efficient reliability analysis of anisotropic heterogeneous slopes: Machine Learning aided Monte Carlo method

Mohammad Aminpour, Reza Alaie, Navid Kardani, Sara Moridpour, Majidreza Nazem

专题命中其他安全：safety(abstract)；分类 cs.LG

2204.06097 2022-04-14 cs.LG cs.CE 57%

Slope stability predictions on spatially variable random fields using machine learning surrogate models

Mohammad Aminpour, Reza Alaie, Navid Kardani, Sara Moridpour, Majidreza Nazem

专题命中其他安全：safety(abstract)；分类 cs.LG

2204.00386 2022-04-04 cs.CV cs.LG 57%

Autoencoder for Synthetic to Real Generalization: From Simple to More Complex Scenes

Steve Dias Da Cruz, Bertram Taetz, Thomas Stifter, Didier Stricker

专题命中其他安全：safety(abstract)；分类 cs.LG

Comments This paper is accepted at IEEE International Conference on Pattern Recognition (ICPR), 2022. Supplementary material is available under https://sviro.kl.dfki.de/downloads/papers/icpr_syn2real_appendix.pdf

2203.16452 2022-03-31 cs.LG stat.ML 57%

AI Gone Astray: Technical Supplement

Janice Yang, Ludvig Karstens, Casey Ross, Adam Yala

专题命中其他安全：safety(abstract)；分类 cs.LG

2110.08151 2022-03-31 cs.CL 57%

mLUKE: The Power of Entity Representations in Multilingual Pretrained Language Models

Ryokan Ri, Ikuya Yamada, Yoshimasa Tsuruoka

专题命中其他安全：alignment(abstract)；分类 cs.CL

Comments ACL 2022

2203.10949 2022-03-22 cs.RO cs.LG 57%

Optimizing Trajectories for Highway Driving with Offline Reinforcement Learning

Branka Mirchevska, Moritz Werling, Joschka Boedecker

专题命中其他安全：safety(abstract)；分类 cs.LG

2203.09326 2022-03-18 cs.CL 57%

Combining Static and Contextualised Multilingual Embeddings

Katharina Hämmerl, Jindřich Libovický, Alexander Fraser

专题命中其他安全：alignment(abstract)；分类 cs.CL

Comments Accepted to Findings of ACL 2022

2106.06920 2022-03-17 cs.RO cs.LG 57%

Multi-modal Scene-compliant User Intention Estimation in Navigation

Kavindie Katuwandeniya, Stefan H. Kiss, Lei Shi, Jaime Valls Miro

专题命中其他安全：safety(abstract)；分类 cs.LG

Comments Published in 2021 IROS

Journal ref 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)

2203.04734 2022-03-10 cs.LG 57%

Anomaly Detection for Unmanned Aerial Vehicle Sensor Data Using a Stacked Recurrent Autoencoder Method with Dynamic Thresholding

Victoria Bell1, Divish Rengasamy, Benjamin Rothwell, Grazziela P Figueredo

专题命中其他安全：safety(abstract)；分类 cs.LG

Comments 16 pages

2109.13375 2022-03-01 cs.LG eess.SP 57%

Automated Estimation of Construction Equipment Emission using Inertial Sensors and Machine Learning Models

Farid Shahnavaz, Reza Akhavian

专题命中其他安全：safety(abstract)；分类 cs.LG

Journal ref Sustainability. 2022; 14(5):2750

2202.10387 2022-02-22 cs.LG cs.CR 57%

Improving Radioactive Material Localization by Leveraging Cyber-Security Model Optimizations

Ryan Sheatsley, Matthew Durbin, Azaree Lintereur, Patrick McDaniel

专题命中其他安全：safety(abstract)；分类 cs.LG

Comments Accepted to IEEE Sensors Journal

2110.00762 2022-02-22 cs.HC cs.AI 57%

Generating User-Centred Explanations via Illocutionary Question Answering: From Philosophy to Interfaces

Francesco Sovrano, Fabio Vitali

专题命中其他安全：alignment(abstract)；分类 cs.AI

Comments Extended version of arXiv:2109.04171. arXiv admin note: substantial text overlap with arXiv:2109.04171; text overlap with arXiv:2109.05327

Journal ref ACM Trans. Interact. Intell. Syst. 1, 1, Article 1 (January 2022)

2109.02160 2022-02-22 cs.LG cs.IR math.OC 57%

Urban Fire Station Location Planning using Predicted Demand and Service Quality Index

Arnab Dey, Andrew Heger, Darin England

专题命中其他安全：safety(abstract)；分类 cs.LG

2202.09271 2022-02-21 cs.RO cs.AI 57%

Enhanced Behavioral Cloning with Environmental Losses for Self-Driving Vehicles

Nelson Fernandez Pinto, Thomas Gilles

专题命中其他安全：safety(abstract)；分类 cs.AI

2112.04075 2022-02-10 cs.IT cs.LG math.IT 57%

Active Sensing for Communications by Learning

Foad Sohrabi, Tao Jiang, Wei Cui, Wei Yu

专题命中其他安全：alignment(abstract)；分类 cs.LG

Comments 14 Pages, 9 Figures; accepted in JSAC-SI-ISAC (IEEE Journal on Selected Areas in Communications Special Issue on Integrated Sensing and Communication). The source code for this paper is available at: https://github.com/foadsohrabi/DL-ActiveSensing

2202.03371 2022-02-08 cs.CL 57%

Cedille: A large autoregressive French language model

Martin Müller, Florian Laurent

专题命中其他安全：safety(abstract)；分类 cs.CL

Comments 8 pages, 1 figure, 7 tables

2201.11451 2022-01-28 cs.SE cs.LG 57%

Setting AI in context: A case study on defining the context and operational design domain for automated driving

Hans-Martin Heyn, Padmini Subbiash, Jennifer Linder, Eric Knauss, Olof Eriksson

专题命中其他安全：safety(abstract)；分类 cs.LG

Comments Accepted for the 28th International Working Conference on Requirement Engineering: Foundation for Software Quality

2012.14740 2022-01-11 cs.CL 57%

LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding

Yang Xu, Yiheng Xu, Tengchao Lv, Lei Cui, Furu Wei, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Wanxiang Che, Min Zhang, Lidong Zhou

专题命中其他安全：alignment(abstract)；分类 cs.CL

Comments ACL 2021 main conference

2201.02331 2022-01-10 cs.LG 57%

iDECODe: In-distribution Equivariance for Conformal Out-of-distribution Detection

Ramneet Kaur, Susmit Jha, Anirban Roy, Sangdon Park, Edgar Dobriban, Oleg Sokolsky, Insup Lee

专题命中其他安全：safety(abstract)；分类 cs.LG

Comments Association for the Advancement of Artificial Intelligence (AAAI), 2022

2112.14678 2021-12-30 eess.AS cs.LG cs.SD 57%

Multi-Dialect Arabic Speech Recognition

Abbas Raza Ali

专题命中其他安全：alignment(abstract)；分类 cs.LG

Comments 2020 International Joint Conference on Neural Networks (IJCNN)

2112.13937 2021-12-30 cs.AI cs.RO 57%

Multiagent Model-based Credit Assignment for Continuous Control

Dongge Han, Chris Xiaoxuan Lu, Tomasz Michalak, Michael Wooldridge

专题命中其他安全：safety(abstract)；分类 cs.AI

Comments To Appear in AAMAS2022 (Oral)

2111.12429 2021-12-23 cs.LG eess.SP stat.ML 57%

tsflex: flexible time series processing & feature extraction

Jonas Van Der Donckt, Jeroen Van Der Donckt, Emiel Deprost, Sofie Van Hoecke

专题命中其他安全：alignment(abstract)；分类 cs.LG

Comments The first two authors contributed equally. Submitted to SoftwareX

2112.10068 2021-12-21 q-bio.GN cs.LG 57%

Lerna: Transformer Architectures for Configuring Error Correction Tools for Short- and Long-Read Genome Sequencing

Atul Sharma, Pranjal Jain, Ashraf Mahgoub, Zihan Zhou, Kanak Mahadik, Somali Chaterji

专题命中其他安全：alignment(abstract)；分类 cs.LG

Comments 26 pages, 5 figures, 10 tables. Accepted to BMC Bioinformatics

2108.11503 2021-12-17 cs.AI cs.CV cs.DC cs.PF 57%

Maneuver Identification Challenge

Kaira Samuel, Vijay Gadepally, David Jacobs, Michael Jones, Kyle McAlpin, Kyle Palko, Ben Paulk, Sid Samsi, Ho Chit Siu, Charles Yee, Jeremy Kepner

专题命中其他安全：safety(abstract)；分类 cs.AI

Comments 7 pages, 8 figures, 1 table, 33 references, accepted to IEEE HPEC 2021

2112.07934 2021-12-16 cs.LG 57%

Graph Representation Learning via Contrasting Cluster Assignments

Chunyang Zhang, Hongyu Yao, C. L. Philip Chen, Yuena Lin

专题命中其他安全：alignment(abstract)；分类 cs.LG

2112.06594 2021-12-14 cs.RO cs.AI 57%

Multi-agent Soft Actor-Critic Based Hybrid Motion Planner for Mobile Robots

Zichen He, Lu Dong, Chunwei Song, Changyin Sun

专题命中其他安全：safety(abstract)；分类 cs.AI

2112.04087 2021-12-09 cs.AI 57%

Improving Knowledge Graph Representation Learning by Structure Contextual Pre-training

Ganqiang Ye, Wen Zhang, Zhen Bi, Chi Man Wong, Chen Hui, Huajun Chen

专题命中其他安全：alignment(abstract)；分类 cs.AI

Comments Accepted to IJCKG 2021

1. 其他安全 8095 篇

Cascading Neural Network Methodology for Artificial Intelligence-Assisted Radiographic Detection and Classification of Lead-Less Implanted Electronic Devices within the Chest

XLM-K: Improving Cross-Lingual Language Model Pre-training with Multilingual Knowledge

Vision-Language Pre-Training for Multimodal Aspect-Based Sentiment Analysis

Highly efficient reliability analysis of anisotropic heterogeneous slopes: Machine Learning aided Monte Carlo method

Slope stability predictions on spatially variable random fields using machine learning surrogate models

Autoencoder for Synthetic to Real Generalization: From Simple to More Complex Scenes

AI Gone Astray: Technical Supplement

mLUKE: The Power of Entity Representations in Multilingual Pretrained Language Models

Optimizing Trajectories for Highway Driving with Offline Reinforcement Learning

Combining Static and Contextualised Multilingual Embeddings

Multi-modal Scene-compliant User Intention Estimation in Navigation

Anomaly Detection for Unmanned Aerial Vehicle Sensor Data Using a Stacked Recurrent Autoencoder Method with Dynamic Thresholding

Automated Estimation of Construction Equipment Emission using Inertial Sensors and Machine Learning Models

Improving Radioactive Material Localization by Leveraging Cyber-Security Model Optimizations

Generating User-Centred Explanations via Illocutionary Question Answering: From Philosophy to Interfaces

Urban Fire Station Location Planning using Predicted Demand and Service Quality Index

Enhanced Behavioral Cloning with Environmental Losses for Self-Driving Vehicles

Active Sensing for Communications by Learning

Cedille: A large autoregressive French language model

Setting AI in context: A case study on defining the context and operational design domain for automated driving

LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding

iDECODe: In-distribution Equivariance for Conformal Out-of-distribution Detection

Multi-Dialect Arabic Speech Recognition

Multiagent Model-based Credit Assignment for Continuous Control

tsflex: flexible time series processing & feature extraction

Lerna: Transformer Architectures for Configuring Error Correction Tools for Short- and Long-Read Genome Sequencing

Maneuver Identification Challenge

Graph Representation Learning via Contrasting Cluster Assignments

Multi-agent Soft Actor-Critic Based Hybrid Motion Planner for Mobile Robots

Improving Knowledge Graph Representation Learning by Structure Contextual Pre-training