AI 大模型

视觉大模型 / VLM

视觉语言模型、视觉推理、视觉问答、图文理解和视觉 grounding。

2025-09-19 至 2025-09-19 共收录 5 篇信号源：cs.CV, cs.AI, cs.LG

1. VLM训练与架构 5 篇

2406.14596 2025-09-19 cs.CV cs.AI cs.LG 85%

VLM Agents Generate Their Own Memories: Distilling Experience into Embodied Programs of Thought

Gabriel Sarch, Lawrence Jang, Michael J. Tarr, William W. Cohen, Kenneth Marino, Katerina Fragkiadaki

机构 * Carnegie Mellon University（卡内基梅隆大学）； Google DeepMind（谷歌DeepMind）

专题命中 VLM训练与架构：VLM(title,abstract)；vision-language model(abstract)；分类 cs.CV、cs.AI、cs.LG

Comments Project website: https://ical-learning.github.io/

2509.15076 2025-09-19 cs.LG cs.CV 84%

Forecasting and Visualizing Air Quality from Sky Images with Vision-Language Models

Mohammad Saleh Vahdatpour, Maryam Eyvazi, Yanqing Zhang

机构 * Georgia State University（佐治亚州立大学）； Savannah College of Art and Design（萨凡纳艺术与设计学院）

专题命中 VLM训练与架构：vision-language model(title,abstract)；VLM(abstract)；分类 cs.CV、cs.LG

Comments Published at ICCVW 2025

2503.09808 2025-09-19 cs.CV cs.AI 84%

Fine-tuning Vision Language Models with Graph-based Knowledge for Explainable Medical Image Analysis

Chenjun Li, Laurin Lux, Alexander H. Berger, Martin J. Menten, Mert R. Sabuncu, Johannes C. Paetzold

机构 * School of Electrical and Computer Engineering, Cornell University（电气与计算机工程学院，康奈尔大学）； School of Computation, Information and Technology, Technical University of Munich（计算、信息与技术学院，慕尼黑技术大学）； Cornell Tech（康奈尔科技）； Weill Cornell Medicine（韦尔·康奈尔医学）

专题命中 VLM训练与架构：vision language model(title)；vision-language model(abstract)；VLM(abstract)；分类 cs.CV、cs.AI

Comments 11 pages, 3 figures

2509.14735 2025-09-19 cs.CL 82%

Decoupled Proxy Alignment: Mitigating Language Prior Conflict for Multimodal Alignment in MLLM

Chenkun Tan, Pengyu Wang, Shaojun Zhou, Botian Jiang, Zhaowei Li, Dong Zhang, Xinghao Wang, Yaqian Zhou, Xipeng Qiu

机构 * Fudan University（复旦大学）

专题命中 VLM训练与架构：MLLM(title,abstract)；multimodal large language model(abstract)

Comments Accepted by Findings of EMNLP2025

2411.14982 2025-09-19 cs.CV cs.CL 57%

Large Multi-modal Models Can Interpret Features in Large Multi-modal Models

Kaichen Zhang, Yifei Shen, Bo Li, Ziwei Liu

机构 * S-Lab, NTU, Singapore（新加坡国立大学S实验室）； LMMs-Lab Team（多模态模型实验室团队）； Microsoft Research Asia（微软亚洲研究院）

专题命中 VLM训练与架构：LLaVA(abstract)；分类 cs.CV