视觉大模型 / VLM

Test-Time Warmup for Multimodal Large Language Models

Nikita Rajaneesh, Thomas Zollo, Richard Zemel

机构 * Columbia University（哥伦比亚大学） 纠错

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

TowerVision: Understanding and Improving Multilinguality in Vision-Language Models

André G. Viveiros, Patrick Fernandes, Saul Santos, Sonal Sannigrahi, Emmanouil Zaranis, Nuno M. Guerreiro, Amin Farajian, Pierre Colombo, Graham Neubig, André F. T. Martins

机构 * Instituto Superior Técnico, Universidade de Lisboa（里斯本大学技术高级学院） ； Instituto de Telecomunicações（电信研究所） ； Carnegie Mellon University（卡内基梅隆大学） ； Sword Health（Sword健康） ； TransPerfect ； MICS, CentraleSupélec, Université Paris-Saclay（MICS，中央圣艾尔布里大学，巴黎萨克雷大学） ； ELLIS Unit Lisbon（里斯本ELLIS单位） 纠错

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

Comments 15 pages, 7 figures, submitted to arXiv October 2025. All models, datasets, and training code will be released at https://huggingface.co/collections/utter-project/towervision

PSD2Code: Automated Front-End Code Generation from Design Files via Multimodal Large Language Models

Yongxi Chen, Lei Chen

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

Poutine: Vision-Language-Trajectory Pre-Training and Reinforcement Learning Post-Training Enable Robust End-to-End Autonomous Driving

Luke Rowe, Rodrigue de Schaetzen, Roger Girgis, Christopher Pal, Liam Paull

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） ； Polytechnique Montréal（蒙特利尔理工学院） ； CIFAR AI Chair（CIFAR人工智能主席） 纠错

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

RadZero: Similarity-Based Cross-Attention for Explainable Vision-Language Alignment in Chest X-ray with Zero-Shot Multi-Task Capability

Jonggwon Park, Byungmu Yoon, Soobum Kim, Kyoyun Choi

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

Comments NeurIPS 2025

PixCLIP: Achieving Fine-grained Visual Language Understanding via Any-granularity Pixel-Text Alignment Learning

Yicheng Xiao, Yu Chen, Haoxuan Ma, Jiale Hong, Caorui Li, Lingxiang Wu, Haiyun Guo, Jinqiao Wang

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

DashCLIP: Leveraging multimodal models for generating semantic embeddings for DoorDash

Omkar Gurjar, Kin Sum Liu, Praveen Kolli, Utsaw Kumar, Mandar Rahurkar

机构 * DoorDash, Inc.（DoorDash公司） 纠错

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

Text to Sketch Generation with Multi-Styles

Tengjie Li, Shikui Tu, Lei Xu

机构 * School of Computer Science, Shanghai Jiao Tong University（上海交通大学计算机科学学院） ； Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ)（广东省人工智能与数字经济实验室（深圳）） 纠错

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

Comments Accepted by NeurIPS 2025