多模态大模型

Serendipitous Recommendation with Multimodal LLM

Haoting Wang, Jianling Wang, Hao Li, Fangjun Yi, Mengyu Fu, Youwei Zhang, Yifan Liu, Liang Liu, Minmin Chen, Ed H. Chi, Lichan Hong, Haokai Lu

专题命中 视频多模态 ：multimodal(title,abstract)；MLLM(abstract)

Comments Accepted by 2025 Recsys EARL Workshop

RCTDistill: Cross-Modal Knowledge Distillation Framework for Radar-Camera 3D Object Detection with Temporal Fusion

Geonho Bang, Minjae Seong, Jisong Kim, Geunju Baek, Daye Oh, Junhyung Kim, Junho Koh, Jun Won Choi

机构 * Seoul National University（首尔国立大学） ； Hanyang University（翰阳大学） ； Hyundai Motor Company（现代汽车公司） 纠错

专题命中 视频多模态 ：cross-modal(title,abstract)；分类 cs.CV

Comments Accepted at ICCV 2025

Show-o2: Improved Native Unified Multimodal Models

Jinheng Xie, Zhenheng Yang, Mike Zheng Shou

机构 * Show Lab, National University of Singapore（新加坡国立大学Show实验室） ； ByteDance（字节跳动） 纠错

专题命中 视频多模态 ：multimodal(title,abstract)；分类 cs.CV

Comments NeurIPS 2025. (v3: update to include video understanding, OneIG, and more ablation study results)

ClassMind: Scaling Classroom Observation and Instructional Feedback with Multimodal AI

Ao Qu, Yuxi Wen, Jiayi Zhang, Yunge Wen, Yibo Zhao, Alok Prakash, Andrés F. Salazar-Gómez, Paul Pu Liang, Jinhua Zhao

专题命中 视频多模态 ：multimodal(title,abstract)

TACTFL: Temporal Contrastive Training for Multi-modal Federated Learning with Similarity-guided Model Aggregation

Guanxiong Sun, Majid Mirmehdi, Zahraa Abdallah, Raul Santos-Rodriguez, Ian Craddock, Telmo de Menezes e Silva Filho

专题命中 视频多模态 ：multi-modal(title,abstract)

Diffusion-Based Approximate MPC: Fast and Consistent Imitation of Multi-Modal Action Distributions

Pau Marquez Julbe, Julian Nubert, Henrik Hose, Sebastian Trimpe, Katherine J. Kuchenbecker

机构 * Max Planck ETH CLS（马克斯·普朗克-ETH CLS） ； German Research Foundation（德国研究基金会） ； Max Planck Institute for Intelligent Systems（马克斯·普朗克智能系统研究所） ； ETH Zürich（苏黎世联邦理工学院） ； Institute for Data Science in Mechanical Engineering (DSME)（机械工程数据科学研究所） ； RWTH Aachen University（亚琛工业大学） 纠错

专题命中 视频多模态 ：multi-modal(title,abstract)

SD-VSum: A Method and Dataset for Script-Driven Video Summarization

Manolis Mylonas, Evlampios Apostolidis, Vasileios Mezaris

机构 * ITI, CERTH（ITI、CERTH） 纠错

专题命中 视频多模态 ：multimodal(abstract)；cross-modal(abstract)；分类 cs.CV、cs.AI、cs.MM

Comments In ACM Multimedia 2025, DOI:10.1145/3746027.3755821

Trainee Action Recognition through Interaction Analysis in CCATT Mixed-Reality Training

Divya Mereddy, Marcos Quinones-Grueiro, Ashwin T S, Eduardo Davalos, Gautam Biswas, Kent Etherton, Tyler Davis, Katelyn Kay, Jill Lear, Benjamin Goldberg

专题命中 视频多模态 ：multimodal(abstract)；分类 cs.CV、cs.AI

Generate the browsing process for short-video recommendation

Chao Feng, Yanze Zhang, Chenghao Zhang

机构 * Kuaishou Technology（快手科技） 纠错

专题命中 视频多模态 ：multimodal(abstract)；分类 cs.AI