多模态大模型

Differential Evolution for Grassmann Manifold Optimization: A Projection Approach

Andrew Lesniewski

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.CV

Refining Time Series Anomaly Detectors using Large Language Models

Alan Yang, Yulin Chen, Sean Lee, Venus Montes

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.CL

Comments Main content: 4 pages, 1 figure, 1 table

Towards Training-free Anomaly Detection with Vision and Language Foundation Models

Jinjin Zhang, Guodong Wang, Yizhou Jin, Di Huang

专题命中 其他多模态 ：multi-modal(abstract)；分类 cs.CV

Comments Accepted to CVPR 2025

From Text to Talent: A Pipeline for Extracting Insights from Candidate Profiles

Paolo Frazzetto, Muhammad Uzair Ul Haq, Flavia Fabris, Alessandro Sperduti

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.CL

Comments ITADATA 2024

Conversational AI as a Coding Assistant: Understanding Programmers' Interactions with and Expectations from Large Language Models for Coding

Mehmet Akhoroz, Caglar Yildirim

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.AI

Comments 20 pages

OpenRSD: Towards Open-prompts for Object Detection in Remote Sensing Images

Ziyue Huang, Yongchao Feng, Shuai Yang, Ziqi Liu, Qingjie Liu, Yunhong Wang

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.CV

Comments 11 pages, 4 figures

C2PD: Continuity-Constrained Pixelwise Deformation for Guided Depth Super-Resolution

Jiahui Kang, Qing Cai, Runqing Tan, Yimei Liu, Zhi Liu

专题命中 其他多模态 ：cross-modal(abstract)；分类 cs.CV

Comments Accepted by AAAI2025

New Trends for Modern Machine Translation with Large Reasoning Models

Sinuo Liu, Chenyang Lyu, Minghao Wu, Longyue Wang, Weihua Luo, Kaifu Zhang, Zifu Shang

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.CL

Comments arXiv admin note: text overlap with arXiv:1701.04715 by other authors

Generative Binary Memory: Pseudo-Replay Class-Incremental Learning on Binarized Embeddings

Yanis Basso-Bert, Anca Molnos, Romain Lemaire, William Guicquero, Antoine Dupret

专题命中 其他多模态 ：multi-modal(abstract)；分类 cs.CV

Convergence Dynamics and Stabilization Strategies of Co-Evolving Generative Models

Weiguo Gao, Ming Li

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.AI

Comments 37 pages, 11 figures

Bringing the Context Back into Object Recognition, Robustly

Klara Janouskova, Cristian Gavrus, Jiri Matas

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.CV

Seeing Delta Parameters as JPEG Images: Data-Free Delta Compression with Discrete Cosine Transform

Chenyu Huang, Peng Ye, Xiaohui Wang, Shenghe Zheng, Biqing Qi, Lei Bai, Wanli Ouyang, Tao Chen

专题命中 其他多模态 ：multi-modal(abstract)；分类 cs.CV

Comments 15 pages, 7 figures

Interpretable deformable image registration: A geometric deep learning perspective

Vasiliki Sideri-Lampretsa, Nil Stolt-Ansó, Huaqi Qiu, Julian McGinnis, Wenke Karbole, Martin Menten, Daniel Rueckert

专题命中 其他多模态 ：multi-modal(abstract)；分类 cs.CV

Comments 20 Pages

Modeling Behavior Change for Multi-model At-Risk Students Early Prediction (extended version)

Jiabei Cheng, Zhen-Qun Yang, Jiannong Cao, Yu Yang, Kai Cheung Franky Poon, Daniel Lai

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.AI

AutoS$^2$earch: Unlocking the Reasoning Potential of Large Models for Web-based Source Search

Zhengqiu Zhu, Yatai Ji, Jiaheng Huang, Yong Zhao, Sihang Qiu, Rusheng Ju

专题命中 其他多模态 ：multi-modal(abstract)；分类 cs.AI

A Review of Artificial Intelligence Impacting Statistical Process Monitoring and Future Directions

Shing I Chang, Parviz Ghafariasl

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.AI

Comments 44 pages, 5 figures

FAIR: Facilitating Artificial Intelligence Resilience in Manufacturing Industrial Internet

Yingyan Zeng, Ismini Lourentzou, Xinwei Deng, Ran Jin

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.AI

Patient-Level Anatomy Meets Scanning-Level Physics: Personalized Federated Low-Dose CT Denoising Empowered by Large Language Model

Ziyuan Yang, Yingyu Chen, Zhiwen Wang, Hongming Shan, Yang Chen, Yi Zhang

专题命中 其他多模态 ：MLLM(abstract)；分类 cs.CV

Comments Accepted by CVPR 2025

Unmasking Digital Falsehoods: A Comparative Analysis of LLM-Based Misinformation Detection Strategies

Tianyi Huang, Jingyuan Yi, Peiyang Yu, Xiaochuan Xu

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.CL

Federated Learning in Practice: Reflections and Projections

Katharine Daly, Hubert Eichner, Peter Kairouz, H. Brendan McMahan, Daniel Ramage, Zheng Xu

专题命中 其他多模态 ：multi-modal(abstract)；分类 cs.AI

Comments Published at 2024 IEEE 6th International Conference on Trust, Privacy and Security in Intelligent Systems, and Applications (TPS-ISA)

CNSv2: Probabilistic Correspondence Encoded Neural Image Servo

Anzhe Chen, Hongxiang Yu, Shuxin Li, Yuxi Chen, Zhongxiang Zhou, Wentao Sun, Rong Xiong, Yue Wang

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.CV

Small Models are LLM Knowledge Triggers on Medical Tabular Prediction

Jiahuan Yan, Jintai Chen, Chaowen Hu, Bo Zheng, Yaojun Hu, Jimeng Sun, Jian Wu

专题命中 其他多模态 ：multi-modal(abstract)；分类 cs.CL

Comments Accepted to ICLR 2025. Codes will be available at https://github.com/jyansir/sersal

Duo Streamers: A Streaming Gesture Recognition Framework

Boxuan Zhu, Sicheng Yang, Zhuo Wang, Haining Liang, Junxiao Shen

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.CV

Comments 10 pages, 4 figures

How Do Large Language Monkeys Get Their Power (Laws)?

Rylan Schaeffer, Joshua Kazdan, John Hughes, Jordan Juravsky, Sara Price, Aengus Lynch, Erik Jones, Robert Kirk, Azalia Mirhoseini, Sanmi Koyejo

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.AI

Noumenal Labs White Paper: How To Build A Brain

Maxwell J. D. Ramstead, Candice Pattisapu, Jason Fox, Jeff Beck

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.AI

Interpreting Neurons in Deep Vision Networks with Language Models

Nicholas Bai, Rahul A. Iyer, Tuomas Oikarinen, Akshay Kulkarni, Tsui-Wei Weng

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.CV

Fine-Grained Prediction of Reading Comprehension from Eye Movements

Omer Shubi, Yoav Meiri, Cfir Avraham Hadar, Yevgeni Berzak

专题命中 其他多模态 ：multimodal(abstract)；分类 cs.CL

Comments Accepted to EMNLP

Journal ref Proc. 2024 Conf. Empirical Methods in Natural Language Processing (EMNLP), pp. 3372-3391, Miami, FL, USA, Assoc. Comput. Linguist., 2024

Variational Rectified Flow Matching

Pengsheng Guo, Alexander G. Schwing

专题命中 其他多模态 ：multi-modal(abstract)；分类 cs.CV

Joint Modelling Histology and Molecular Markers for Cancer Classification

Xiaofei Wang, Hanyu Liu, Yupei Zhang, Boyang Zhao, Hao Duan, Wanming Hu, Yonggao Mou, Stephen Price, Chao Li

专题命中 其他多模态 ：cross-modal(abstract)；分类 cs.CV

Comments accepted by Medical Image Analysis

Effect of Adaptive Communication Support on LLM-powered Human-Robot Collaboration

Shipeng Liu, FNU Shrutika, Boshen Zhang, Zhehui Huang, Gaurav Sukhatme, Feifei Qian

专题命中 其他多模态 ：multi-modal(abstract)；分类 cs.AI

Comments 13 pages, 7 figures