大模型对齐与安全

Evaluating Vision-Language Models for Zero-Shot Detection, Classification, and Association of Motorcycles, Passengers, and Helmets

Lucas Choi, Ross Greer

专题命中 其他安全 ：safety(abstract)；分类 cs.AI

Multi-Frame Vision-Language Model for Long-form Reasoning in Driver Behavior Analysis

Hiroshi Takato, Hiroshi Tsutsui, Komei Soda, Hidetaka Kamigaito

专题命中 其他安全 ：safety(abstract)；分类 cs.CL

Comments On-going work

Aligning Large Language Models for Controllable Recommendations

Wensheng Lu, Jianxun Lian, Wei Zhang, Guanghua Li, Mingyang Zhou, Hao Liao, Xing Xie

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

Comments 14 pages; Accepted by ACL 2024 main conference

Enhancing Conceptual Understanding in Multimodal Contrastive Learning through Hard Negative Samples

Philipp J. Rösch, Norbert Oswald, Michaela Geierhos, Jindřich Libovický

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

Towards Zero-Shot Annotation of the Built Environment with Vision-Language Models (Vision Paper)

Bin Han, Yiwei Yang, Anat Caspi, Bill Howe

专题命中 其他安全 ：safety(abstract)；分类 cs.CL

Bailing-TTS: Chinese Dialectal Speech Synthesis Towards Human-like Spontaneous Representation

Xinhan Di, Zihao Chen, Yunming Liang, Junjie Zheng, Yihua Wang, Chaofan Ding

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

Comments 8 pages, 2 figures

Diagnostic Runtime Monitoring with Martingales

Ali Hindy, Rachel Luo, Somrita Banerjee, Jonathan Kuck, Edward Schmerling, Marco Pavone

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

Prometheus Chatbot: Knowledge Graph Collaborative Large Language Model for Computer Components Recommendation

Yunsheng Wang, Songhao Chen, Kevin Jin

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

Investigating the Timescales of Language Processing with EEG and Language Models

Davide Turco, Conor Houghton

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

Comments Accepted at the 2024 Conference on Cognitive Computational Neuroscience (CCN 2024)

Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local Similarities

Lorenzo Baraldi, Federico Cocchi, Marcella Cornia, Lorenzo Baraldi, Alessandro Nicolosi, Rita Cucchiara

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

Comments ECCV 2024

SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian Languages

Wenxuan Zhang, Hou Pong Chan, Yiran Zhao, Mahani Aljunied, Jianyu Wang, Chaoqun Liu, Yue Deng, Zhiqiang Hu, Weiwen Xu, Yew Ken Chia, Xin Li, Lidong Bing

专题命中 其他安全 ：safety(abstract)；分类 cs.CL

SaulLM-54B & SaulLM-141B: Scaling Up Domain Adaptation for the Legal Domain

Pierre Colombo, Telmo Pires, Malik Boudiaf, Rui Melo, Dominic Culver, Sofia Morgado, Etienne Malaboeuf, Gabriel Hautreux, Johanne Charpentier, Michael Desa

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

LLAVADI: What Matters For Multimodal Large Language Models Distillation

Shilin Xu, Xiangtai Li, Haobo Yuan, Lu Qi, Yunhai Tong, Ming-Hsuan Yang

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

Large Language Models for Human-like Autonomous Driving: A Survey

Yun Li, Kai Katsumata, Ehsan Javanmardi, Manabu Tsukada

专题命中 其他安全 ：safety(abstract)；分类 cs.AI

Comments 8 pages, 2 figures, accepted at IEEE Intelligent Transportation Systems Conference (ITSC) 2024

Verification of Neural Network Control Systems in Continuous Time

Ali ArjomandBigdeli, Andrew Mata, Stanley Bak

专题命中 其他安全 ：safety(abstract)；分类 cs.AI

Comments 17 pages, 7 figures, Proceedings of the 7th International Symposium on AI Verification (SAIV)

CarDreamer: Open-Source Learning Platform for World Model based Autonomous Driving

Dechen Gao, Shuangyu Cai, Hanchu Zhou, Hang Wang, Iman Soltani, Junshan Zhang

专题命中 其他安全 ：safety(abstract)；分类 cs.AI

Comments Dechen Gao, Shuangyu Cai, Hanchu Zhou, Hang Wang contributed equally

Testing Large Language Models on Driving Theory Knowledge and Skills for Connected Autonomous Vehicles

Zuoyin Tang, Jianhua He, Dashuai Pei, Kezhong Liu, Tao Gao

专题命中 其他安全 ：safety(abstract)；分类 cs.AI

TrialDura: Hierarchical Attention Transformer for Interpretable Clinical Trial Duration Prediction

Ling Yue, Jonathan Li, Sixue Xing, Md Zabirul Islam, Bolun Xia, Tianfan Fu, Jintai Chen

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

Unlocking Textual and Visual Wisdom: Open-Vocabulary 3D Object Detection Enhanced by Comprehensive Guidance from Text and Image

Pengkun Jiao, Na Zhao, Jingjing Chen, Yu-Gang Jiang

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

Comments ECCV2024

Mismatch Quest: Visual and Textual Feedback for Image-Text Misalignment

Brian Gordon, Yonatan Bitton, Yonatan Shafir, Roopal Garg, Xi Chen, Dani Lischinski, Daniel Cohen-Or, Idan Szpektor

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

Journal ref ECCV 2024

Scaling Exponents Across Parameterizations and Optimizers

Katie Everett, Lechao Xiao, Mitchell Wortsman, Alexander A. Alemi, Roman Novak, Peter J. Liu, Izzeddin Gur, Jascha Sohl-Dickstein, Leslie Pack Kaelbling, Jaehoon Lee, Jeffrey Pennington

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

Comments 63 pages, International Conference on Machine Learning 2024

3D Foundation Models Enable Simultaneous Geometry and Pose Estimation of Grasped Objects

Weiming Zhi, Haozhan Tang, Tianyi Zhang, Matthew Johnson-Roberson

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

Improving Medical Multi-modal Contrastive Learning with Expert Annotations

Yogesh Kumar, Pekka Marttinen

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

Comments Accepted to ECCV 2024

MuDPT: Multi-modal Deep-symphysis Prompt Tuning for Large Pre-trained Vision-Language Models

Yongzhu Miao, Shasha Li, Jintao Tang, Ting Wang

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

Comments The paper has been accepted by ICME 2023

Aardvark weather: end-to-end data-driven weather forecasting

Anna Vaughan, Stratis Markou, Will Tebbutt, James Requeima, Wessel P. Bruinsma, Tom R. Andersson, Michael Herzog, Nicholas D. Lane, Matthew Chantry, J. Scott Hosking, Richard E. Turner

专题命中 其他安全 ：safety(abstract)；分类 cs.LG

FairyLandAI: Personalized Fairy Tales utilizing ChatGPT and DALLE-3

Georgios Makridis, Athanasios Oikonomou, Vasileios Koukos

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

Comments 11 pages

Development of Cognitive Intelligence in Pre-trained Language Models

Raj Sanjay Shah, Khushi Bhardwaj, Sashank Varma

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

The Career Interests of Large Language Models

Meng Hua, Yuan Cheng, Hengshu Zhu

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

Intelligent Multi-Document Summarisation for Extracting Insights on Racial Inequalities from Maternity Incident Investigation Reports

Georgina Cosma, Mohit Kumar Singh, Patrick Waterson, Gyuchan Thomas Jun, Jonathan Back

专题命中 其他安全 ：safety(abstract)；分类 cs.AI

HiLight: Technical Report on the Motern AI Video Language Model

Zhiting Wang, Qiangong Zhou, Kangjie Yang, Zongyang Liu, Xin Mao

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