Representation Potentials of Foundation Models for Multimodal Alignment: A Survey
Fuente:
arXiv
Guardado en:
| Autores principales: | Lu, Jianglin, Wang, Hailing, Xu, Yi, Wang, Yizhou, Yang, Kuo, Fu, Yun |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
The Indra Representation Hypothesis for Multimodal Alignment
por: Lu, Jianglin, et al.
Publicado: (2026)
por: Lu, Jianglin, et al.
Publicado: (2026)
Scale-Free Graph-Language Models
por: Lu, Jianglin, et al.
Publicado: (2025)
por: Lu, Jianglin, et al.
Publicado: (2025)
Ref-Adv: Exploring MLLM Visual Reasoning in Referring Expression Tasks
por: Dong, Qihua, et al.
Publicado: (2026)
por: Dong, Qihua, et al.
Publicado: (2026)
Embodied Representation Alignment with Mirror Neurons
por: Zhu, Wentao, et al.
Publicado: (2025)
por: Zhu, Wentao, et al.
Publicado: (2025)
A Survey of Resource-efficient LLM and Multimodal Foundation Models
por: Xu, Mengwei, et al.
Publicado: (2024)
por: Xu, Mengwei, et al.
Publicado: (2024)
Unveiling the Unseen: A Comprehensive Survey on Explainable Anomaly Detection in Images and Videos
por: Wang, Yizhou, et al.
Publicado: (2023)
por: Wang, Yizhou, et al.
Publicado: (2023)
A Theoretical Survey on Foundation Models
por: Fu, Shi, et al.
Publicado: (2024)
por: Fu, Shi, et al.
Publicado: (2024)
AI Alignment: A Comprehensive Survey
por: Ji, Jiaming, et al.
Publicado: (2023)
por: Ji, Jiaming, et al.
Publicado: (2023)
Don't Judge by the Look: Towards Motion Coherent Video Representation
por: Zhang, Yitian, et al.
Publicado: (2024)
por: Zhang, Yitian, et al.
Publicado: (2024)
Learning to Rotate: Temporal and Semantic Rotary Encoding for Sequential Modeling
por: Cheng, Hailing, et al.
Publicado: (2026)
por: Cheng, Hailing, et al.
Publicado: (2026)
IsoBench: Benchmarking Multimodal Foundation Models on Isomorphic Representations
por: Fu, Deqing, et al.
Publicado: (2024)
por: Fu, Deqing, et al.
Publicado: (2024)
Through the Theory of Mind's Eye: Reading Minds with Multimodal Video Large Language Models
por: Chen, Zhawnen, et al.
Publicado: (2024)
por: Chen, Zhawnen, et al.
Publicado: (2024)
RoboAlign-R1: Distilled Multimodal Reward Alignment for Robot Video World Models
por: Wu, Hao, et al.
Publicado: (2026)
por: Wu, Hao, et al.
Publicado: (2026)
D-CoDe: Scaling Image-Pretrained VLMs to Video via Dynamic Compression and Question Decomposition
por: Huang, Yiyang, et al.
Publicado: (2025)
por: Huang, Yiyang, et al.
Publicado: (2025)
Multimodal Representation Alignment for Cross-modal Information Retrieval
por: Xu, Fan, et al.
Publicado: (2025)
por: Xu, Fan, et al.
Publicado: (2025)
Distorted or Fabricated? A Survey on Hallucination in Video LLMs
por: Huang, Yiyang, et al.
Publicado: (2026)
por: Huang, Yiyang, et al.
Publicado: (2026)
A Survey of Multimodal Mathematical Reasoning: From Perception, Alignment to Reasoning
por: Yang, Tianyu, et al.
Publicado: (2026)
por: Yang, Tianyu, et al.
Publicado: (2026)
MIO: A Foundation Model on Multimodal Tokens
por: Wang, Zekun, et al.
Publicado: (2024)
por: Wang, Zekun, et al.
Publicado: (2024)
Human-Centric Foundation Models: Perception, Generation and Agentic Modeling
por: Tang, Shixiang, et al.
Publicado: (2025)
por: Tang, Shixiang, et al.
Publicado: (2025)
BrainDINO: A Brain MRI Foundation Model for Generalizable Clinical Representation Learning
por: Wu, Yizhou, et al.
Publicado: (2026)
por: Wu, Yizhou, et al.
Publicado: (2026)
Foundations and Recent Trends in Multimodal Mobile Agents: A Survey
por: Wu, Biao, et al.
Publicado: (2024)
por: Wu, Biao, et al.
Publicado: (2024)
Understanding the Emergence of Multimodal Representation Alignment
por: Tjandrasuwita, Megan, et al.
Publicado: (2025)
por: Tjandrasuwita, Megan, et al.
Publicado: (2025)
Reinforced MLLM: A Survey on RL-Based Reasoning in Multimodal Large Language Models
por: Zhou, Guanghao, et al.
Publicado: (2025)
por: Zhou, Guanghao, et al.
Publicado: (2025)
Endogenous Reprompting: Self-Evolving Cognitive Alignment for Unified Multimodal Models
por: Tang, Zhenchen, et al.
Publicado: (2026)
por: Tang, Zhenchen, et al.
Publicado: (2026)
When Tabular Foundation Models Meet Strategic Tabular Data: A Prior Alignment Approach
por: Lv, Xinpeng, et al.
Publicado: (2026)
por: Lv, Xinpeng, et al.
Publicado: (2026)
Session-Level Spoken Language Assessment with a Multimodal Foundation Model via Multi-Target Learning
por: Lin, Hong-Yun, et al.
Publicado: (2025)
por: Lin, Hong-Yun, et al.
Publicado: (2025)
Beyond Interleaving: Causal Attention Reformulations for Generative Recommender Systems
por: Cheng, Hailing
Publicado: (2026)
por: Cheng, Hailing
Publicado: (2026)
Trajectory Prediction Meets Large Language Models: A Survey
por: Xu, Yi, et al.
Publicado: (2025)
por: Xu, Yi, et al.
Publicado: (2025)
From Efficient Multimodal Models to World Models: A Survey
por: Mai, Xinji, et al.
Publicado: (2024)
por: Mai, Xinji, et al.
Publicado: (2024)
Decipher the Modality Gap in Multimodal Contrastive Learning: From Convergent Representations to Pairwise Alignment
por: Yi, Lingjie, et al.
Publicado: (2025)
por: Yi, Lingjie, et al.
Publicado: (2025)
EGRA:Toward Enhanced Behavior Graphs and Representation Alignment for Multimodal Recommendation
por: Zhang, Xiaoxiong, et al.
Publicado: (2025)
por: Zhang, Xiaoxiong, et al.
Publicado: (2025)
From Perception to Cognition: A Survey of Vision-Language Interactive Reasoning in Multimodal Large Language Models
por: Zhou, Chenyue, et al.
Publicado: (2025)
por: Zhou, Chenyue, et al.
Publicado: (2025)
A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers
por: Hu, Ming, et al.
Publicado: (2025)
por: Hu, Ming, et al.
Publicado: (2025)
ECG-MoE: Mixture-of-Expert Electrocardiogram Foundation Model
por: Xu, Yuhao, et al.
Publicado: (2026)
por: Xu, Yuhao, et al.
Publicado: (2026)
Synergizing Foundation Models and Federated Learning: A Survey
por: Li, Shenghui, et al.
Publicado: (2024)
por: Li, Shenghui, et al.
Publicado: (2024)
A Survey on Benchmarks of Multimodal Large Language Models
por: Li, Jian, et al.
Publicado: (2024)
por: Li, Jian, et al.
Publicado: (2024)
A Survey on Parameter-Efficient Fine-Tuning for Foundation Models in Federated Learning
por: Bian, Jieming, et al.
Publicado: (2025)
por: Bian, Jieming, et al.
Publicado: (2025)
Training and Serving System of Foundation Models: A Comprehensive Survey
por: Zhou, Jiahang, et al.
Publicado: (2024)
por: Zhou, Jiahang, et al.
Publicado: (2024)
Deploying Foundation Model Powered Agent Services: A Survey
por: Xu, Wenchao, et al.
Publicado: (2024)
por: Xu, Wenchao, et al.
Publicado: (2024)
Adaptive Multi-Subspace Representation Steering for Attribute Alignment in Large Language Models
por: Jiang, Xinyan, et al.
Publicado: (2025)
por: Jiang, Xinyan, et al.
Publicado: (2025)
Ejemplares similares
-
The Indra Representation Hypothesis for Multimodal Alignment
por: Lu, Jianglin, et al.
Publicado: (2026) -
Scale-Free Graph-Language Models
por: Lu, Jianglin, et al.
Publicado: (2025) -
Ref-Adv: Exploring MLLM Visual Reasoning in Referring Expression Tasks
por: Dong, Qihua, et al.
Publicado: (2026) -
Embodied Representation Alignment with Mirror Neurons
por: Zhu, Wentao, et al.
Publicado: (2025) -
A Survey of Resource-efficient LLM and Multimodal Foundation Models
por: Xu, Mengwei, et al.
Publicado: (2024)