大模型对齐与安全 - arXivDaily 专题

2502.07436 2025-02-12 cs.CV 78%

Optimizing Knowledge Distillation in Transformers: Enabling Multi-Head Attention without Alignment Barriers

Zhaodong Bing, Linze Li, Jiajun Liang

专题命中其他安全：alignment(title,abstract)

2502.05117 2025-02-10 cs.HC 78%

Adoption of AI-Assisted E-Scooters: The Role of Perceived Trust, Safety, and Demographic Drivers

Amit Kumar, Arman Hosseini, Arghavan Azarbayjani, Arsalan Heydarian, Omidreza Shoghli

专题命中其他安全：safety(title,abstract)

2501.15058 2025-01-28 cs.CV 78%

KETA: Kinematic-Phrases-Enhanced Text-to-Motion Generation via Fine-grained Alignment

Yu Jiang, Yixing Chen, Xingyang Li

专题命中其他安全：alignment(title,abstract)

Comments 7 pages, 5 figures

2501.14683 2025-01-27 cs.SE 78%

An Empirical Study on LLM-based Classification of Requirements-related Provisions in Food-safety Regulations

Shabnam Hassani, Mehrdad Sabetzadeh, Daniel Amyot

专题命中其他安全：safety(title,abstract)

2501.14451 2025-01-27 cs.SE cs.RO 78%

MARL-OT: Multi-Agent Reinforcement Learning Guided Online Fuzzing to Detect Safety Violation in Autonomous Driving Systems

Linfeng Liang, Xi Zheng

专题命中其他安全：safety(title,abstract)

2410.04986 2025-01-22 cs.SE 78%

Finding Safety Violations of AI-Enabled Control Systems through the Lens of Synthesized Proxy Programs

Jieke Shi, Zhou Yang, Junda He, Bowen Xu, Dongsun Kim, DongGyun Han, David Lo

专题命中其他安全：safety(title,abstract)

Comments Accepted by ACM Transactions on Software Engineering and Methodology (TOSEM), 35 pages

2501.00877 2025-01-06 cs.CV 78%

FGAseg: Fine-Grained Pixel-Text Alignment for Open-Vocabulary Semantic Segmentation

Bingyu Li, Da Zhang, Zhiyuan Zhao, Junyu Gao, Xuelong Li

专题命中其他安全：alignment(title,abstract)

2501.00917 2025-01-03 cs.CV 78%

Hierarchical Vision-Language Alignment for Text-to-Image Generation via Diffusion Models

Emily Johnson, Noah Wilson

专题命中其他安全：alignment(title,abstract)

2412.16334 2024-12-24 cs.CV 78%

DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment

Cijo Jose, Théo Moutakanni, Dahyun Kang, Federico Baldassarre, Timothée Darcet, Hu Xu, Daniel Li, Marc Szafraniec, Michaël Ramamonjisoa, Maxime Oquab, Oriane Siméoni, Huy V. Vo, Patrick Labatut, Piotr Bojanowski

专题命中其他安全：alignment(title,abstract)

2412.15106 2024-12-20 cs.CV 78%

Knowing Where to Focus: Attention-Guided Alignment for Text-based Person Search

Lei Tan, Weihao Li, Pingyang Dai, Jie Chen, Liujuan Cao, Rongrong Ji

专题命中其他安全：alignment(title,abstract)

2408.14512 2024-12-20 cs.LG cs.AI cs.CL 78%

LLMs as Zero-shot Graph Learners: Alignment of GNN Representations with LLM Token Embeddings

Duo Wang, Yuan Zuo, Fengzhi Li, Junjie Wu

专题命中其他安全：alignment(title)；分类 cs.CL、cs.AI、cs.LG

2412.00862 2024-12-03 cs.CV eess.SP 78%

Toward Real-Time Edge AI: Model-Agnostic Task-Oriented Communication with Visual Feature Alignment

Songjie Xie, Hengtao He, Shenghui Song, Jun Zhang, Khaled B. Letaief

专题命中其他安全：alignment(title,abstract)

2408.17089 2024-12-03 physics.chem-ph quant-ph 78%

Machine learning for predicting control landscape maps of quantum molecular dynamics: Laser-induced three-dimensional alignment of asymmetric top molecules

Tomotaro Namba, Yukiyoshi Ohtsuki

专题命中其他安全：alignment(title,abstract)

Comments 33 pages, 6 figures, 2 tables

2405.10596 2024-11-28 cs.IR 78%

CELA: Cost-Efficient Language Model Alignment for CTR Prediction

Xingmei Wang, Weiwen Liu, Xiaolong Chen, Qi Liu, Xu Huang, Yichao Wang, Xiangyang Li, Yasheng Wang, Zhenhua Dong, Defu Lian, Ruiming Tang

专题命中其他安全：alignment(title,abstract)

Comments 10 pages, 7 figures

2411.16793 2024-11-27 cs.CV q-bio.GN 78%

ST-Align: A Multimodal Foundation Model for Image-Gene Alignment in Spatial Transcriptomics

Yuxiang Lin, Ling Luo, Ying Chen, Xushi Zhang, Zihui Wang, Wenxian Yang, Mengsha Tong, Rongshan Yu

专题命中其他安全：alignment(title,abstract)

2411.15673 2024-11-26 cs.CV 78%

Semantic Shield: Defending Vision-Language Models Against Backdooring and Poisoning via Fine-grained Knowledge Alignment

Alvi Md Ishmam, Christopher Thomas

专题命中其他安全：alignment(title,abstract)

Comments CVPR 2024

2411.09691 2024-11-15 cs.CV 78%

Advancing Fine-Grained Visual Understanding with Multi-Scale Alignment in Multi-Modal Models

Wei Wang, Zhaowei Li, Qi Xu, Linfeng Li, YiQing Cai, Botian Jiang, Hang Song, Xingcan Hu, Pengyu Wang, Li Xiao

专题命中其他安全：alignment(title,abstract)

2410.21511 2024-11-05 econ.GN q-fin.EC 78%

Safety and Security Dynamics in Gulf Cooperation Council (GCC) Countries: A Machine Learning Approach to Forecasting Security Trends

Mahdi Goldani

专题命中其他安全：safety(title,abstract)

2410.20288 2024-10-29 eess.SY cs.SY 78%

Who is Responsible? Explaining Safety Violations in Multi-Agent Cyber-Physical Systems

Luyao Niu, Hongchao Zhang, Dinuka Sahabandu, Bhaskar Ramasubramanian, Andrew Clark, Radha Poovendran

专题命中其他安全：safety(title,abstract)

2408.12706 2024-10-21 physics.med-ph eess.IV 78%

Free-breathing 3D cardiac extracellular volume (ECV) mapping using a linear tangent space alignment (LTSA) model

Wonil Lee, Paul Kyu Han, Thibault Marin, Ismaël B. G. Mounime, Samira Vafay Eslahi, Yanis Djebra, Didi Chi, Felicitas J. Bijari, Marc D. Normandin, Georges El Fakhri, Chao Ma

专题命中其他安全：alignment(title,abstract)

Comments 4496 words, 10 figures, 10 supporting information figures

2410.04445 2024-10-08 cs.CV 78%

Optimising for the Unknown: Domain Alignment for Cephalometric Landmark Detection

Julian Wyatt, Irina Voiculescu

专题命中其他安全：alignment(title,abstract)

Comments MICCAI CL-Detection2024: Cephalometric Landmark Detection in Lateral X-ray Images

2404.13999 2024-10-08 cs.CV 78%

CoFInAl: Enhancing Action Quality Assessment with Coarse-to-Fine Instruction Alignment

Kanglei Zhou, Junlin Li, Ruizhi Cai, Liyuan Wang, Xingxing Zhang, Xiaohui Liang

专题命中其他安全：alignment(title,abstract)

Comments Accepted by IJCAI 2024

2410.00905 2024-10-02 cs.CV 78%

Removing Distributional Discrepancies in Captions Improves Image-Text Alignment

Yuheng Li, Haotian Liu, Mu Cai, Yijun Li, Eli Shechtman, Zhe Lin, Yong Jae Lee, Krishna Kumar Singh

专题命中其他安全：alignment(title,abstract)

2312.08367 2024-10-02 cs.CV 78%

ViLA: Efficient Video-Language Alignment for Video Question Answering

Xijun Wang, Junbang Liang, Chun-Kai Wang, Kenan Deng, Yu Lou, Ming Lin, Shan Yang

专题命中其他安全：alignment(title,abstract)

Comments ECCV 2024

2409.16145 2024-09-25 cs.CV 78%

Learning to Localize Actions in Instructional Videos with LLM-Based Multi-Pathway Text-Video Alignment

Yuxiao Chen, Kai Li, Wentao Bao, Deep Patel, Yu Kong, Martin Renqiang Min, Dimitris N. Metaxas

专题命中其他安全：alignment(title,abstract)

Comments Accepted to ECCV 2024

2409.15684 2024-09-25 cs.RO 78%

SYNERGAI: Perception Alignment for Human-Robot Collaboration

Yixin Chen, Guoxi Zhang, Yaowei Zhang, Hongming Xu, Peiyuan Zhi, Qing Li, Siyuan Huang

专题命中其他安全：alignment(title,abstract)

Comments Project page: https://synerg-ai.github.io

2409.10519 2024-09-18 cs.OH 78%

Artificial Intelligence-based Smart Port Logistics Metaverse for Enhancing Productivity, Environment, and Safety in Port Logistics: A Case Study of Busan Port

Sunghyun Sim, Dohee Kim, Kikun Park, Hyerim Bae

专题命中其他安全：safety(title,abstract)

2409.08206 2024-09-13 cs.CV cs.MM 78%

ComAlign: Compositional Alignment in Vision-Language Models

Ali Abdollah, Amirmohammad Izadi, Armin Saghafian, Reza Vahidimajd, Mohammad Mozafari, Amirreza Mirzaei, Mohammadmahdi Samiei, Mahdieh Soleymani Baghshah

专题命中其他安全：alignment(title,abstract)

2409.07239 2024-09-12 cs.CV 78%

PiTe: Pixel-Temporal Alignment for Large Video-Language Model

Yang Liu, Pengxiang Ding, Siteng Huang, Min Zhang, Han Zhao, Donglin Wang

专题命中其他安全：alignment(title,abstract)

2408.12867 2024-08-26 cs.CV 78%

Semantic Alignment for Multimodal Large Language Models

Tao Wu, Mengze Li, Jingyuan Chen, Wei Ji, Wang Lin, Jinyang Gao, Kun Kuang, Zhou Zhao, Fei Wu

专题命中其他安全：alignment(title,abstract)

Comments Accepted by MM 2024

1. 其他安全 7968 篇

Optimizing Knowledge Distillation in Transformers: Enabling Multi-Head Attention without Alignment Barriers

Adoption of AI-Assisted E-Scooters: The Role of Perceived Trust, Safety, and Demographic Drivers

KETA: Kinematic-Phrases-Enhanced Text-to-Motion Generation via Fine-grained Alignment

An Empirical Study on LLM-based Classification of Requirements-related Provisions in Food-safety Regulations

MARL-OT: Multi-Agent Reinforcement Learning Guided Online Fuzzing to Detect Safety Violation in Autonomous Driving Systems

Finding Safety Violations of AI-Enabled Control Systems through the Lens of Synthesized Proxy Programs

FGAseg: Fine-Grained Pixel-Text Alignment for Open-Vocabulary Semantic Segmentation

Hierarchical Vision-Language Alignment for Text-to-Image Generation via Diffusion Models

DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment

Knowing Where to Focus: Attention-Guided Alignment for Text-based Person Search

LLMs as Zero-shot Graph Learners: Alignment of GNN Representations with LLM Token Embeddings

Toward Real-Time Edge AI: Model-Agnostic Task-Oriented Communication with Visual Feature Alignment

Machine learning for predicting control landscape maps of quantum molecular dynamics: Laser-induced three-dimensional alignment of asymmetric top molecules

CELA: Cost-Efficient Language Model Alignment for CTR Prediction

ST-Align: A Multimodal Foundation Model for Image-Gene Alignment in Spatial Transcriptomics

Semantic Shield: Defending Vision-Language Models Against Backdooring and Poisoning via Fine-grained Knowledge Alignment

Advancing Fine-Grained Visual Understanding with Multi-Scale Alignment in Multi-Modal Models

Safety and Security Dynamics in Gulf Cooperation Council (GCC) Countries: A Machine Learning Approach to Forecasting Security Trends

Who is Responsible? Explaining Safety Violations in Multi-Agent Cyber-Physical Systems

Free-breathing 3D cardiac extracellular volume (ECV) mapping using a linear tangent space alignment (LTSA) model

Optimising for the Unknown: Domain Alignment for Cephalometric Landmark Detection

CoFInAl: Enhancing Action Quality Assessment with Coarse-to-Fine Instruction Alignment

Removing Distributional Discrepancies in Captions Improves Image-Text Alignment

ViLA: Efficient Video-Language Alignment for Video Question Answering

Learning to Localize Actions in Instructional Videos with LLM-Based Multi-Pathway Text-Video Alignment

SYNERGAI: Perception Alignment for Human-Robot Collaboration

Artificial Intelligence-based Smart Port Logistics Metaverse for Enhancing Productivity, Environment, and Safety in Port Logistics: A Case Study of Busan Port

ComAlign: Compositional Alignment in Vision-Language Models

PiTe: Pixel-Temporal Alignment for Large Video-Language Model

Semantic Alignment for Multimodal Large Language Models