大模型对齐与安全 - arXivDaily 专题

2409.18953 2024-09-30 cs.CV cs.RO 50%

UniCal: Unified Neural Sensor Calibration

Ze Yang, George Chen, Haowei Zhang, Kevin Ta, Ioan Andrei Bârsan, Daniel Murphy, Sivabalan Manivasagam, Raquel Urtasun

专题命中幻觉与事实性：alignment(abstract)

Comments ECCV 2024. Project page: https://waabi.ai/unical/

2311.00359 2024-09-05 physics.app-ph 50%

Inverse identification framework for cohesive zone model incorporating failure mode based on multi-island genetic algorithm

Tianxiang Shi, Miao Pang, Yangyang Wang, Yongqiang Zhang

专题命中幻觉与事实性：alignment(abstract)

Journal ref engineering-fracture-mechanics 2024

2404.00865 2024-09-04 cond-mat.mtrl-sci 50%

Scalable Crystal Structure Relaxation Using an Iteration-Free Deep Generative Model with Uncertainty Quantification

Ziduo Yang, Yi-Ming Zhao, Xian Wang, Xiaoqing Liu, Xiuying Zhang, Yifan Li, Qiujie Lv, Calvin Yu-Chian Chen, Lei Shen

专题命中幻觉与事实性：trustworthy(abstract)

2310.02669 2024-08-29 physics.plasm-ph 50%

Multi-objective Bayesian optimization for design of Pareto-optimal current drive profiles in STEP

Theodore Brown, Stephen Marsden, Vignesh Gopakumar, Alexander Terenin, Hong Ge, Francis Casson

专题命中幻觉与事实性：safety(abstract)

Comments 6 pages, 4 figures. Submitted to IEEE Transactions on Plasma Science, October 2023. Revised version submitted 7th February 2024

Journal ref IEEE Transactions on Plasma Science (2024)

2408.02703 2024-08-08 physics.med-ph physics.app-ph physics.ins-det 50%

Self-calibrating Intelligent OCT-SLO System

Mayank Goswami

专题命中幻觉与事实性：alignment(abstract)

Comments 20 Pages, 11 figures

2407.10615 2024-07-16 physics.flu-dyn 50%

Physics Based & Machine Learning Methods For Uncertainty Estimation In Turbulence Modeling

Minghan Chu

专题命中幻觉与事实性：safety(abstract)

2403.02311 2024-06-28 eess.IV cs.CV 50%

Bayesian Uncertainty Estimation by Hamiltonian Monte Carlo: Applications to Cardiac MRI Segmentation

Yidong Zhao, Joao Tourais, Iain Pierce, Christian Nitsche, Thomas A. Treibel, Sebastian Weingärtner, Artur M. Schweidtmann, Qian Tao

专题命中幻觉与事实性：trustworthy(abstract)

Comments Accepted for publication at the Journal of Machine Learning for Biomedical Imaging (MELBA) https://melba-journal.org/2024:011

Journal ref Machine.Learning.for.Biomedical.Imaging. 2 (2024)

2402.16621 2024-05-17 physics.chem-ph 50%

Uncertainty quantification by direct propagation of shallow ensembles

Matthias Kellner, Michele Ceriotti

专题命中幻觉与事实性：trustworthy(abstract)

2404.10193 2024-04-17 cs.CV 50%

Consistency and Uncertainty: Identifying Unreliable Responses From Black-Box Vision-Language Models for Selective Visual Question Answering

Zaid Khan, Yun Fu

专题命中幻觉与事实性：safety(abstract)

Comments CVPR 2024

2404.07275 2024-04-12 stat.AP 50%

Certification of MPC-based zonal controller security properties using accuracy-aware machine learning proxies

Pierre Houdouin, Manuel Ruiz, Patrick Panciatici

专题命中幻觉与事实性：safety(abstract)

2403.11797 2024-03-19 astro-ph.CO 50%

Machine Learning LSST 3x2pt analyses -- forecasting the impact of systematics on cosmological constraints using neural networks

Supranta S. Boruah, Tim Eifler, Vivian Miranda, Elyas Farah, Jay Motka, Elisabeth Krause, Xiao Fang, Paul Rogozenski, The LSST Dark Energy Science Collaboration

专题命中幻觉与事实性：alignment(abstract)

Comments 16 pages, 10 Figures, To be submitted to PRD. Comments welcome

2310.08825 2024-03-11 cs.CV 50%

From CLIP to DINO: Visual Encoders Shout in Multi-modal Large Language Models

Dongsheng Jiang, Yuchen Liu, Songlin Liu, Jin'e Zhao, Hao Zhang, Zhen Gao, Xiaopeng Zhang, Jin Li, Hongkai Xiong

专题命中幻觉与事实性：alignment(abstract)

2402.17622 2024-02-28 cs.CV cs.RO 50%

Masked Gamma-SSL: Learning Uncertainty Estimation via Masked Image Modeling

David S. W. Williams, Matthew Gadd, Paul Newman, Daniele De Martini

专题命中幻觉与事实性：safety(abstract)

Comments Accepted for publication at 2024 IEEE International Conference on Robotics and Automation (ICRA)

2312.06968 2024-02-27 cs.CV 50%

Hallucination Augmented Contrastive Learning for Multimodal Large Language Model

Chaoya Jiang, Haiyang Xu, Mengfan Dong, Jiaxing Chen, Wei Ye, Ming Yan, Qinghao Ye, Ji Zhang, Fei Huang, Shikun Zhang

专题命中幻觉与事实性：alignment(abstract)

2402.13261 2024-02-22 physics.ins-det nucl-ex 50%

AI Assisted Experiment Control and Calibration

Thomas Britton, Michael Goodrich, Naomi Jarvis, Torri Jeske, Nikhil Kalra, David Lawrence, Diana McSpadden

专题命中幻觉与事实性：safety(abstract)

Comments 68 pages

2401.01461 2024-01-04 cs.CV 50%

Efficient Hybrid Zoom using Camera Fusion on Mobile Phones

Xiaotong Wu, Wei-Sheng Lai, YiChang Shih, Charles Herrmann, Michael Krainin, Deqing Sun, Chia-Kai Liang

专题命中幻觉与事实性：alignment(abstract)

Comments Accepted to SIGGRAPH Asia 2023 (ACM TOG). Project website: https://www.wslai.net/publications/fusion_zoom

2312.07843 2023-12-14 cs.RO 50%

Foundation Models in Robotics: Applications, Challenges, and the Future

Roya Firoozi, Johnathan Tucker, Stephen Tian, Anirudha Majumdar, Jiankai Sun, Weiyu Liu, Yuke Zhu, Shuran Song, Ashish Kapoor, Karol Hausman, Brian Ichter, Danny Driess, Jiajun Wu, Cewu Lu, Mac Schwager

专题命中幻觉与事实性：safety(abstract)

2304.00432 2023-12-14 eess.SY cs.SY 50%

Multi-Agent Reachability Calibration with Conformal Prediction

Anish Muthali, Haotian Shen, Sampada Deglurkar, Michael H. Lim, Rebecca Roelofs, Aleksandra Faust, Claire Tomlin

专题命中幻觉与事实性：safety(abstract)

2310.02335 2023-11-08 physics.ed-ph 50%

A method to assess trustworthiness of machine coding at scale

Rebeckah K. Fussell, Emily M. Stump, N. G. Holmes

专题命中幻觉与事实性：trustworthy(abstract)

2310.08390 2023-10-24 cs.CV 50%

Hyp-UML: Hyperbolic Image Retrieval with Uncertainty-aware Metric Learning

Shiyang Yan, Zongxuan Liu, Lin Xu

专题命中幻觉与事实性：alignment(abstract)

2310.09502 2023-10-17 eess.SY cs.SY 50%

Deep Nonlinear Adaptive Control for Unmanned Aerial Systems Operating under Dynamic Uncertainties

Zachary Lamb, Zachary I. Bell, Matthew Longmire, Jared Paquet, Prashant Ganesh, Ricardo Sanfelice

专题命中幻觉与事实性：safety(abstract)

2203.09725 2023-10-09 cs.GT cs.SY eess.SY 50%

Stochastic Game with Interactive Information Acquisition: Pipelined Perfect Markov Bayesian Equilibrium

Tao Zhang, Quanyan Zhu

专题命中幻觉与事实性：alignment(abstract)

2309.13342 2023-09-26 cs.SE 50%

Evolve the Model Universe of a System Universe

Tao Yue, Shaukat Ali

专题命中幻觉与事实性：safety(abstract)

2309.01379 2023-09-06 cs.SE 50%

MLGuard: Defend Your Machine Learning Model!

Sheng Wong, Scott Barnett, Jessica Rivera-Villicana, Anj Simmons, Hala Abdelkader, Jean-Guy Schneider, Rajesh Vasa

专题命中幻觉与事实性：safety(abstract)

Comments Accepted in SE4SafeML'23

2307.15671 2023-07-31 cs.CV cs.RO 50%

TrackAgent: 6D Object Tracking via Reinforcement Learning

Konstantin Röhrl, Dominik Bauer, Timothy Patten, Markus Vincze

专题命中幻觉与事实性：alignment(abstract)

Comments International Conference on Computer Vision Systems (ICVS) 2023

2210.15181 2023-07-12 econ.TH 50%

Optimal Mechanism Design for Agents with DSL Strategies: The Case of Sybil Attacks in Combinatorial Auctions

Yotam Gafni, Moshe Tennenholtz

专题命中幻觉与事实性：safety(abstract)

Comments In Proceedings TARK 2023, arXiv:2307.04005

Journal ref EPTCS 379, 2023, pp. 245-259

2305.02677 2023-07-07 cs.CV 50%

Caption Anything: Interactive Image Description with Diverse Multimodal Controls

Teng Wang, Jinrui Zhang, Junjie Fei, Hao Zheng, Yunlong Tang, Zhe Li, Mingqi Gao, Shanshan Zhao

专题命中幻觉与事实性：alignment(abstract)

Comments Tech-report

2306.16991 2023-06-30 cs.CV 50%

Integrating Large Pre-trained Models into Multimodal Named Entity Recognition with Evidential Fusion

Weide Liu, Xiaoyang Zhong, Jingwen Hou, Shaohua Li, Haozhe Huang, Yuming Fang

专题命中幻觉与事实性：trustworthy(abstract)

2305.12875 2023-05-23 cs.ET 50%

Powering AI at the Edge: A Robust, Memristor-based Binarized Neural Network with Near-Memory Computing and Miniaturized Solar Cell

Fadi Jebali, Atreya Majumdar, Clément Turck, Kamel-Eddine Harabi, Mathieu-Coumba Faye, Eloi Muhr, Jean-Pierre Walder, Oleksandr Bilousov, Amadeo Michaud, Elisa Vianello, Tifenn Hirtzlin, François Andrieu, Marc Bocquet, Stéphane Collin, Damien Querlioz, Jean-Michel Portal

专题命中幻觉与事实性：safety(abstract)

2302.08119 2023-05-17 eess.IV cs.CV 50%

A Review of Uncertainty Estimation and its Application in Medical Imaging

Ke Zou, Zhihao Chen, Xuedong Yuan, Xiaojing Shen, Meng Wang, Huazhu Fu

专题命中幻觉与事实性：safety(abstract)

Comments 11 pages, 3 figures, 3 tables

1. 幻觉与事实性 1756 篇

UniCal: Unified Neural Sensor Calibration

Inverse identification framework for cohesive zone model incorporating failure mode based on multi-island genetic algorithm

Scalable Crystal Structure Relaxation Using an Iteration-Free Deep Generative Model with Uncertainty Quantification

Multi-objective Bayesian optimization for design of Pareto-optimal current drive profiles in STEP

Self-calibrating Intelligent OCT-SLO System

Physics Based & Machine Learning Methods For Uncertainty Estimation In Turbulence Modeling

Bayesian Uncertainty Estimation by Hamiltonian Monte Carlo: Applications to Cardiac MRI Segmentation

Uncertainty quantification by direct propagation of shallow ensembles

Consistency and Uncertainty: Identifying Unreliable Responses From Black-Box Vision-Language Models for Selective Visual Question Answering

Certification of MPC-based zonal controller security properties using accuracy-aware machine learning proxies

Machine Learning LSST 3x2pt analyses -- forecasting the impact of systematics on cosmological constraints using neural networks

From CLIP to DINO: Visual Encoders Shout in Multi-modal Large Language Models

Masked Gamma-SSL: Learning Uncertainty Estimation via Masked Image Modeling

Hallucination Augmented Contrastive Learning for Multimodal Large Language Model

AI Assisted Experiment Control and Calibration

Efficient Hybrid Zoom using Camera Fusion on Mobile Phones

Foundation Models in Robotics: Applications, Challenges, and the Future

Multi-Agent Reachability Calibration with Conformal Prediction

A method to assess trustworthiness of machine coding at scale

Hyp-UML: Hyperbolic Image Retrieval with Uncertainty-aware Metric Learning

Deep Nonlinear Adaptive Control for Unmanned Aerial Systems Operating under Dynamic Uncertainties

Stochastic Game with Interactive Information Acquisition: Pipelined Perfect Markov Bayesian Equilibrium

Evolve the Model Universe of a System Universe

MLGuard: Defend Your Machine Learning Model!

TrackAgent: 6D Object Tracking via Reinforcement Learning

Optimal Mechanism Design for Agents with DSL Strategies: The Case of Sybil Attacks in Combinatorial Auctions

Caption Anything: Interactive Image Description with Diverse Multimodal Controls

Integrating Large Pre-trained Models into Multimodal Named Entity Recognition with Evidential Fusion

Powering AI at the Edge: A Robust, Memristor-based Binarized Neural Network with Near-Memory Computing and Miniaturized Solar Cell

A Review of Uncertainty Estimation and its Application in Medical Imaging