大模型对齐与安全

Hierarchical Feature Alignment for Gloss-Free Sign Language Translation

Sobhan Asasi, Mohamed Ilyes Lakhal, Richard Bowden

机构 * University of Surrey（塞弗里大学） 纠错

专题命中 其他安全 ：alignment(title,abstract)

Comments Accepted in SLTAT

Alignment between Brains and AI: Evidence for Convergent Evolution across Modalities, Scales and Training Trajectories

Guobin Shen, Dongcheng Zhao, Yiting Dong, Qian Zhang, Yi Zeng

专题命中 其他安全 ：alignment(title,abstract)

Task-Adapter++: Task-specific Adaptation with Order-aware Alignment for Few-shot Action Recognition

Congqi Cao, Peiheng Han, Yueran zhang, Yating Yu, Qinyi Lv, Lingtong Min, Yanning zhang

机构 * School of Computer Science, Northwestern Polytechnical University（计算机科学学院，西北工业大学） ； School of Electronics and Information, Northwestern Polytechnical University（电子与信息学院，西北工业大学） 纠错

专题命中 其他安全 ：alignment(title,abstract)

Comments extended work of Task-Adapter

Assessing the Influence of Pavement Performance on Road Safety Through Crash Frequency and Severity Analysis

Prathyush Kumar Reddy Lebaku, Lu Gao, Jingran Sun, Xingju Wang, Xuejian Kang

专题命中 其他安全 ：safety(title,abstract)

Comments in press

Journal ref International Journal of Pavement Research and Technology (2025)

Remote Sensing Large Vision-Language Model: Semantic-augmented Multi-level Alignment and Semantic-aware Expert Modeling

Sungjune Park, Yeongyun Kim, Se Yeon Kim, Yong Man Ro

机构 * Integrated Vision and Language Lab., School of Electrical Engineering, Korea Advanced Institute of Science and Technology (KAIST)（整合视觉与语言实验室，电气工程学院，韩国科学技术院（KAIST）） 纠错

专题命中 其他安全 ：alignment(title,abstract)

Comments 13 pages including reference pages, 7 tables, and 6 figures

Cross-sensor self-supervised training and alignment for remote sensing

Valerio Marsocci, Nicolas Audebert

专题命中 其他安全 ：alignment(title,abstract)

Journal ref IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2025, 18, pp.12278-12289

DangerMaps: Personalized Safety Advice for Travel in Urban Environments using a Retrieval-Augmented Language Model

Jonas Oppenlaender

专题命中 其他安全 ：safety(title,abstract)

Comments 14 pages, 3 figures, 1 table

Non-Uniform Spatial Alignment Errors in sUAS Imagery From Wide-Area Disasters

Thomas Manzini, Priyankari Perali, Raisa Karnik, Mihir Godbole, Hasnat Abdullah, Robin Murphy

专题命中 其他安全 ：alignment(title,abstract)

Comments 6 pages, 4 figures

TESU-LLM: Training Speech-LLMs Without Speech via Unified Encoder Alignment

Taesoo Kim, Jong Hwan Ko

机构 * KT Corporation（KT公司） ； Department of Electrical and Computer Engineering（电气与计算机工程系） ； Sungkyunkwan University（成均馆大学） 纠错

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

Language-Image Alignment with Fixed Text Encoders

Jingfeng Yang, Ziyang Wu, Yue Zhao, Yi Ma

机构 * UC Berkeley（伯克利大学） ； The University of Hong Kong（香港大学） 纠错

专题命中 其他安全 ：alignment(title,abstract)

Escaping Plato's Cave: Towards the Alignment of 3D and Text Latent Spaces

Souhail Hadgi, Luca Moschella, Andrea Santilli, Diego Gomez, Qixing Huang, Emanuele Rodolà, Simone Melzi, Maks Ovsjanikov

机构 * École polytechnique（巴黎政治学院） ； Sapienza University of Rome（罗马大学） ； University of Milano-Bicocca（米兰-布雷拉大学） ； The University of Texas at Austin（德克萨斯大学奥斯汀分校） 纠错

专题命中 其他安全 ：alignment(title,abstract)

Comments CVPR 2025

Kernel-based Unsupervised Embedding Alignment for Enhanced Visual Representation in Vision-language Models

Shizhan Gong, Yankai Jiang, Qi Dou, Farzan Farnia

专题命中 其他安全 ：alignment(title,abstract)

Comments ICML 2025

Urban Safety Perception Assessments via Integrating Multimodal Large Language Models with Street View Images

Jiaxin Zhang, Yunqin Li, Tomohiro Fukuda, Bowen Wang

专题命中 其他安全 ：safety(title,abstract)

Comments 15 pages, 10 figures

VideoREPA: Learning Physics for Video Generation through Relational Alignment with Foundation Models

Xiangdong Zhang, Jiaqi Liao, Shaofeng Zhang, Fanqing Meng, Xiangpeng Wan, Junchi Yan, Yu Cheng

机构 * Dept. of CSE & School of AI & MoE Key Lab of Al, Shanghai Jiao Tong University（计算机科学与工程系及人工智能学院及人工智能基础实验室，上海交通大学） ； Shanghai Jiao Tong University（上海交通大学） ； The Chinese University of Hong Kong（香港中文大学） 纠错

专题命中 其他安全 ：alignment(title,abstract)

User Feedback Alignment for LLM-powered Exploration in Large-scale Recommendation Systems

Jianling Wang, Yifan Liu, Yinghao Sun, Xuejian Ma, Yueqi Wang, He Ma, Zhengyang Su, Minmin Chen, Mingyan Gao, Onkar Dalal, Ed H. Chi, Lichan Hong, Ningren Han, Haokai Lu

专题命中 其他安全 ：alignment(title,abstract)

Comments ACL'25 (Industry) Oral

A Unifying Perspective for Safety of Stochastic Systems: From Barrier Functions to Finite Abstractions

Luca Laurenti, Morteza Lahijanian

专题命中 其他安全 ：safety(title,abstract)

Comments Submitted to IEEE Transaction on Automatic Control

Focus on What Matters: Enhancing Medical Vision-Language Models with Automatic Attention Alignment Tuning

Aofei Chang, Le Huang, Alex James Boyd, Parminder Bhatia, Taha Kass-Hout, Cao Xiao, Fenglong Ma

专题命中 其他安全 ：alignment(title,abstract)

Comments Accepted to ACL2025 (main)

Beyond General Prompts: Automated Prompt Refinement using Contrastive Class Alignment Scores for Disambiguating Objects in Vision-Language Models

Lucas Choi, Ross Greer

机构 * University of California, Merced（加州大学默塞德分校） 纠错

专题命中 其他安全 ：alignment(title,abstract)

Anatomical Attention Alignment representation for Radiology Report Generation

Quang Vinh Nguyen, Minh Duc Nguyen, Thanh Hoang Son Vo, Hyung-Jeong Yang, Soo-Hyung Kim

专题命中 其他安全 ：alignment(title,abstract)

TeDA: Boosting Vision-Lanuage Models for Zero-Shot 3D Object Retrieval via Testing-time Distribution Alignment

Zhichuan Wang, Yang Zhou, Jinhai Xiang, Yulong Wang, Xinwei He

机构 * Huazhong Agricultural University（华中农业大学） 纠错

专题命中 其他安全 ：alignment(title,abstract)

Comments Accepted by ICMR 2025

Text-to-Image Alignment in Denoising-Based Models through Step Selection

Paul Grimal, Hervé Le Borgne, Olivier Ferret

机构 * Université Paris-Saclay, CEA, List（巴黎-萨克雷大学、法国原子能委员会、List） 纠错

专题命中 其他安全 ：alignment(title,abstract)

LLMCode: Evaluating and Enhancing Researcher-AI Alignment in Qualitative Analysis

Joel Oksanen, Andrés Lucero, Perttu Hämäläinen

专题命中 其他安全 ：alignment(title,abstract)

Assessing and Learning Alignment of Unimodal Vision and Language Models

Le Zhang, Qian Yang, Aishwarya Agrawal

机构 * Mila - Quebec AI Institute（魁北克人工智能研究所） ； Université de Montréal（蒙特利尔大学） ； Canada CIFAR AI Chair（加拿大CIFAR人工智能 chair） 纠错

专题命中 其他安全 ：alignment(title,abstract)

Comments CVPR 2025 Highlight

On the Alignment of Post-Publication Reviews & Bibliometric and Altmetric Impact -- A Case Study on Expert Statements from the Science Media Center Germany

Dirk Tunger, Philipp Schaer

专题命中 其他安全 ：alignment(title,abstract)

Comments Accepted at The First Workshop on Scholarly Information Access (SCOLIA)

The Role of Computational Modeling in Enhancing Thermal Safety During Cardiac Ablation

Leila Seidabadi, Indra Vandenbussche, Rowan Carter Fink, MacKenzie Moore, Bailey McCorkendale, Fateme Esmailie

专题命中 其他安全 ：safety(title,abstract)

Comments The Manuscript was submitted for review to ICVTS Journal, 40 pages, 1 figure, and 3 tables. Fateme Esmailie is the corresponding author. Leila Seidabadi and Indra Vandenbussche are Co-first authors

GOAL: Global-local Object Alignment Learning

Hyungyu Choi, Young Kyun Jang, Chanho Eom

专题命中 其他安全 ：alignment(title,abstract)

Comments 16 pages, 5 figures

Can Text-to-Video Generation help Video-Language Alignment?

Luca Zanella, Massimiliano Mancini, Willi Menapace, Sergey Tulyakov, Yiming Wang, Elisa Ricci

专题命中 其他安全 ：alignment(title,abstract)

Comments CVPR 2025. Project website at https://lucazanella.github.io/synvita/

Harnessing Frozen Unimodal Encoders for Flexible Multimodal Alignment

Mayug Maniparambil, Raiymbek Akshulakov, Yasser Abdelaziz Dahou Djilali, Sanath Narayan, Ankit Singh, Noel E. O'Connor

专题命中 其他安全 ：alignment(title,abstract)

Comments Accepted CVPR 2025; First two authors contributed equally;

Safety for Time-Varying Parameterized Sets Using Control Barrier Function Methods

James Usevitch, Jackson Sahleen

专题命中 其他安全 ：safety(title,abstract)

HALO: Fault-Tolerant Safety Architecture For High-Speed Autonomous Racing

Aron Harder, Amar Kulkarni, Madhur Behl

专题命中 其他安全 ：safety(title,abstract)

Comments 27 pages, 7 figures