Image de couverture de livre

Unified Lexical Representation for Interpretable Visual-Language Alignment

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Li, Yifan, Wang, Yikai, Fu, Yanwei, Ru, Dongyu, Zhang, Zheng, He, Tong
Format:	Preprint
Publié:	2024
Sujets:	Computer Vision and Pattern Recognition Artificial Intelligence Computation and Language Machine Learning
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

MLLMs-Augmented Visual-Language Representation Learning
par: Liu, Yanqing, et autres
Publié: (2023)

Self-Supervised Visual Preference Alignment
par: Zhu, Ke, et autres
Publié: (2024)

Unified Vision-Language Modeling via Concept Space Alignment
par: Qiu, Yifu, et autres
Publié: (2026)

Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement
par: Wang, Xiyao, et autres
Publié: (2024)

M2-Reasoning: Empowering MLLMs with Unified General and Spatial Reasoning
par: AI, Inclusion, et autres
Publié: (2025)

MM-Instruct: Generated Visual Instructions for Large Multimodal Model Alignment
par: Liu, Jihao, et autres
Publié: (2024)

Multi-modal Preference Alignment Remedies Degradation of Visual Instruction Tuning on Language Models
par: Li, Shengzhi, et autres
Publié: (2024)

CodeBind: Decoupled Representation Learning for Multimodal Alignment with Unified Compositional Codebook
par: Chen, Zeyu, et autres
Publié: (2026)

Seeing Through Words, Speaking Through Pixels: Deep Representational Alignment Between Vision and Language Models
par: He, Zoe Wanying, et autres
Publié: (2025)

Towards Visual Text Grounding of Multimodal Large Language Model
par: Li, Ming, et autres
Publié: (2025)

Visual Question Decomposition on Multimodal Large Language Models
par: Zhang, Haowei, et autres
Publié: (2024)

Better Language Models Exhibit Higher Visual Alignment
par: Ruthardt, Jona, et autres
Publié: (2024)

GSM8K-V: Can Vision Language Models Solve Grade School Math Word Problems in Visual Contexts
par: Yuan, Fan, et autres
Publié: (2025)

Reconstructive Visual Instruction Tuning
par: Wang, Haochen, et autres
Publié: (2024)

CAFe: Unifying Representation and Generation with Contrastive-Autoregressive Finetuning
par: Yu, Hao, et autres
Publié: (2025)

Ovis: Structural Embedding Alignment for Multimodal Large Language Model
par: Lu, Shiyin, et autres
Publié: (2024)

MouSi: Poly-Visual-Expert Vision-Language Models
par: Fan, Xiaoran, et autres
Publié: (2024)

Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations
par: Han, Jiaming, et autres
Publié: (2025)

Dynamic Clue Bottlenecks: Towards Interpretable-by-Design Visual Question Answering
par: Fu, Xingyu, et autres
Publié: (2023)

ReVSeg: Incentivizing the Reasoning Chain for Video Segmentation with Reinforcement Learning
par: Li, Yifan, et autres
Publié: (2025)

SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Model
par: Zhang, Yongting, et autres
Publié: (2024)

TULIP: Towards Unified Language-Image Pretraining
par: Tang, Zineng, et autres
Publié: (2025)

A Survey on Multimodal Large Language Models
par: Yin, Shukang, et autres
Publié: (2023)

Bootstrapping Action-Grounded Visual Dynamics in Unified Vision-Language Models
par: Qiu, Yifu, et autres
Publié: (2025)

Analyzing and Boosting the Power of Fine-Grained Visual Recognition for Multi-modal Large Language Models
par: He, Hulingxiao, et autres
Publié: (2025)

Analyzing The Language of Visual Tokens
par: Chan, David M., et autres
Publié: (2024)

Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models
par: Zhou, Andy, et autres
Publié: (2023)

Feedback-Driven Vision-Language Alignment with Minimal Human Supervision
par: Giannone, Giorgio, et autres
Publié: (2025)

Can Vision-Language Models Solve Visual Math Equations?
par: Choudhury, Monjoy Narayan, et autres
Publié: (2025)

ContextualStory: Consistent Visual Storytelling with Spatially-Enhanced and Storyline Context
par: Zheng, Sixiao, et autres
Publié: (2024)

Unveiling Uncertainty: A Deep Dive into Calibration and Performance of Multimodal Large Language Models
par: Chen, Zijun, et autres
Publié: (2024)

Why are Visually-Grounded Language Models Bad at Image Classification?
par: Zhang, Yuhui, et autres
Publié: (2024)

AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling
par: Zhan, Jun, et autres
Publié: (2024)

Exposing and Addressing Cross-Task Inconsistency in Unified Vision-Language Models
par: Maharana, Adyasha, et autres
Publié: (2023)

Unified Triplet-Level Hallucination Evaluation for Large Vision-Language Models
par: Wu, Junjie, et autres
Publié: (2024)

Analyzing Fine-Grained Alignment and Enhancing Vision Understanding in Multimodal Language Models
par: Jiang, Jiachen, et autres
Publié: (2025)

Nemesis: Normalizing the Soft-prompt Vectors of Vision-Language Models
par: Fu, Shuai, et autres
Publié: (2024)

Woodpecker: Hallucination Correction for Multimodal Large Language Models
par: Yin, Shukang, et autres
Publié: (2023)

TV2TV: A Unified Framework for Interleaved Language and Video Generation
par: Han, Xiaochuang, et autres
Publié: (2025)

Uni-Mlip: Unified Self-supervision for Medical Vision Language Pre-training
par: Bawazir, Ameera, et autres
Publié: (2024)