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。

2025-08-29 至 2025-08-29 共收录 6 篇信号源：cs.CV, cs.AI, cs.LG

1. VLM训练与架构 6 篇

2508.16188 2025-08-29 cs.CL cs.CV cs.MM cs.SD eess.AS 79%

Seeing is Believing: Emotion-Aware Audio-Visual Language Modeling for Expressive Speech Generation

Weiting Tan, Jiachen Lian, Hirofumi Inaguma, Paden Tomasello, Philipp Koehn, Xutai Ma

机构 * Johns Hopkins University（约翰霍普金斯大学）； Meta AI Research（Meta AI 研究）

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

Comments EMNLP 2025 (Findings)

2508.20181 2025-08-29 cs.CV cs.AI cs.CL cs.MM 73%

Mitigating Hallucinations in Multimodal LLMs via Object-aware Preference Optimization

Alberto Compagnoni, Davide Caffagni, Nicholas Moratelli, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara

机构 * University of Modena and Reggio Emilia（摩德纳和雷吉奥艾米利亚大学）

专题命中 VLM训练与架构：multimodal large language model(abstract)；MLLM(abstract)；分类 cs.CV、cs.AI

Comments BMVC 2025

2508.21066 2025-08-29 cs.CV 70%

OneReward: Unified Mask-Guided Image Generation via Multi-Task Human Preference Learning

Yuan Gong, Xionghui Wang, Jie Wu, Shiyin Wang, Yitong Wang, Xinglong Wu

机构 * ByteDance Inc.（字节跳动公司）

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

Comments project url: https://one-reward.github.io

2508.16201 2025-08-29 cs.CV cs.AI cs.CL 62%

SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning

Yicheng Ji, Jun Zhang, Heming Xia, Jinpeng Chen, Lidan Shou, Gang Chen, Huan Li

机构 * The State Key Laboratory of Blockchain and Data Security（区块链与数据安全国家重点实验室）； Hangzhou High-Tech Zone (Binjiang) Institute of Blockchain and Data Security（杭州高新技术区（滨江）区块链与数据安全研究院）； Department of Computing, The Hong Kong Polytechnic University（香港理工大学计算机系）； School of Computer Science, Beijing University of Posts and Telecommunications（北京邮电大学计算机学院）

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

Comments Accepted at EMNLP 2025 Main

2508.21044 2025-08-29 cs.CV 57%

MMG-Vid: Maximizing Marginal Gains at Segment-level and Token-level for Efficient Video LLMs

Junpeng Ma, Qizhe Zhang, Ming Lu, Zhibin Wang, Qiang Zhou, Jun Song, Shanghang Zhang

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

Comments 10 pages, 3 figures

2409.18674 2025-08-29 cs.CV 57%

Image-guided topic modeling for interpretable privacy classification

Alina Elena Baia, Andrea Cavallaro

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

Comments Paper accepted at the eXCV Workshop at ECCV 2024. Supplementary material included. Code available at https://github.com/idiap/itm