Saved in:
| Main Authors: | Li, Mingxiao, Qu, Fang, Chen, Zhanpeng, Su, Na, Zhong, Zhizhou, Chen, Ziyang, Du, Nan, Li, Xiaolong |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2502.09093 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
VISTA: Enhancing Vision-Text Alignment in MLLMs via Cross-Modal Mutual Information Maximization
by: Li, Mingxiao, et al.
Published: (2025)
by: Li, Mingxiao, et al.
Published: (2025)
Advancing General Multimodal Capability of Vision-language Models with Pyramid-descent Visual Position Encoding
by: Chen, Zhanpeng, et al.
Published: (2025)
by: Chen, Zhanpeng, et al.
Published: (2025)
RLVMR: Reinforcement Learning with Verifiable Meta-Reasoning Rewards for Robust Long-Horizon Agents
by: Zhang, Zijing, et al.
Published: (2025)
by: Zhang, Zijing, et al.
Published: (2025)
Time Matters: Enhancing Pre-trained News Recommendation Models with Robust User Dwell Time Injection
by: Jiang, Hao, et al.
Published: (2024)
by: Jiang, Hao, et al.
Published: (2024)
TS-LLaVA: Constructing Visual Tokens through Thumbnail-and-Sampling for Training-Free Video Large Language Models
by: Qu, Tingyu, et al.
Published: (2024)
by: Qu, Tingyu, et al.
Published: (2024)
Text Embeddings by Weakly-Supervised Contrastive Pre-training
by: Wang, Liang, et al.
Published: (2022)
by: Wang, Liang, et al.
Published: (2022)
Where MLLMs Attend and What They Rely On: Explaining Autoregressive Token Generation
by: Chen, Ruoyu, et al.
Published: (2025)
by: Chen, Ruoyu, et al.
Published: (2025)
Revolutionizing Text-to-Image Retrieval as Autoregressive Token-to-Voken Generation
by: Li, Yongqi, et al.
Published: (2024)
by: Li, Yongqi, et al.
Published: (2024)
Lory: Fully Differentiable Mixture-of-Experts for Autoregressive Language Model Pre-training
by: Zhong, Zexuan, et al.
Published: (2024)
by: Zhong, Zexuan, et al.
Published: (2024)
Visual Semantic Description Generation with MLLMs for Image-Text Matching
by: Chen, Junyu, et al.
Published: (2025)
by: Chen, Junyu, et al.
Published: (2025)
Generative Pre-trained Autoregressive Diffusion Transformer
by: Zhang, Yuan, et al.
Published: (2025)
by: Zhang, Yuan, et al.
Published: (2025)
V2Flow: Unifying Visual Tokenization and Large Language Model Vocabularies for Autoregressive Image Generation
by: Zhang, Guiwei, et al.
Published: (2025)
by: Zhang, Guiwei, et al.
Published: (2025)
TokenCompose: Text-to-Image Diffusion with Token-level Supervision
by: Wang, Zirui, et al.
Published: (2023)
by: Wang, Zirui, et al.
Published: (2023)
Interchangeable Token Embeddings for Extendable Vocabulary and Alpha-Equivalence
by: Işık, İlker, et al.
Published: (2024)
by: Işık, İlker, et al.
Published: (2024)
Wikiformer: Pre-training with Structured Information of Wikipedia for Ad-hoc Retrieval
by: Su, Weihang, et al.
Published: (2023)
by: Su, Weihang, et al.
Published: (2023)
EvoPrune: Early-Stage Visual Token Pruning for Efficient MLLMs
by: Chen, Yuhao, et al.
Published: (2026)
by: Chen, Yuhao, et al.
Published: (2026)
Towards Scalable Pre-training of Visual Tokenizers for Generation
by: Yao, Jingfeng, et al.
Published: (2025)
by: Yao, Jingfeng, et al.
Published: (2025)
Fluid: Scaling Autoregressive Text-to-image Generative Models with Continuous Tokens
by: Fan, Lijie, et al.
Published: (2024)
by: Fan, Lijie, et al.
Published: (2024)
Unified Autoregressive Visual Generation and Understanding with Continuous Tokens
by: Fan, Lijie, et al.
Published: (2025)
by: Fan, Lijie, et al.
Published: (2025)
On Computational Limits and Provably Efficient Criteria of Visual Autoregressive Models: A Fine-Grained Complexity Analysis
by: Ke, Yekun, et al.
Published: (2025)
by: Ke, Yekun, et al.
Published: (2025)
Growing Visual Generative Capacity for Pre-Trained MLLMs
by: Wang, Hanyu, et al.
Published: (2025)
by: Wang, Hanyu, et al.
Published: (2025)
DualToken: Towards Unifying Visual Understanding and Generation with Dual Visual Vocabularies
by: Song, Wei, et al.
Published: (2025)
by: Song, Wei, et al.
Published: (2025)
Unified Embodied VLM Reasoning with Robotic Action via Autoregressive Discretized Pre-training
by: Liu, Yi, et al.
Published: (2025)
by: Liu, Yi, et al.
Published: (2025)
On the Equivalence Between Auto-Regressive Next Token Prediction and Full-Item-Vocabulary Maximum Likelihood Estimation in Generative Recommendation--A Short Note
by: Huang, Yusheng, et al.
Published: (2026)
by: Huang, Yusheng, et al.
Published: (2026)
Scaling LLM Pre-training with Vocabulary Curriculum
by: Yu, Fangyuan
Published: (2025)
by: Yu, Fangyuan
Published: (2025)
TokenMark: A Modality-Agnostic Watermark for Pre-trained Transformers
by: Xu, Hengyuan, et al.
Published: (2024)
by: Xu, Hengyuan, et al.
Published: (2024)
GridPrune: From "Where to Look" to "What to Select" in Visual Token Pruning for MLLMs
by: Duan, Yuxiang, et al.
Published: (2025)
by: Duan, Yuxiang, et al.
Published: (2025)
QG-VTC: Question-Guided Visual Token Compression in MLLMs for Efficient VQA
by: Li, Shuai, et al.
Published: (2025)
by: Li, Shuai, et al.
Published: (2025)
InsightTok: Improving Text and Face Fidelity in Discrete Tokenization for Autoregressive Image Generation
by: Yue, Yang, et al.
Published: (2026)
by: Yue, Yang, et al.
Published: (2026)
Selftok: Discrete Visual Tokens of Autoregression, by Diffusion, and for Reasoning
by: Wang, Bohan, et al.
Published: (2025)
by: Wang, Bohan, et al.
Published: (2025)
Multimodal Autoregressive Pre-training of Large Vision Encoders
by: Fini, Enrico, et al.
Published: (2024)
by: Fini, Enrico, et al.
Published: (2024)
DataVisT5: A Pre-trained Language Model for Jointly Understanding Text and Data Visualization
by: Wan, Zhuoyue, et al.
Published: (2024)
by: Wan, Zhuoyue, et al.
Published: (2024)
Design as Desired: Utilizing Visual Question Answering for Multimodal Pre-training
by: Su, Tongkun, et al.
Published: (2024)
by: Su, Tongkun, et al.
Published: (2024)
On a Connection Between Imitation Learning and RLHF
by: Xiao, Teng, et al.
Published: (2025)
by: Xiao, Teng, et al.
Published: (2025)
Patch-as-Decodable-Token: Towards Unified Multi-Modal Vision Tasks in MLLMs
by: Su, Yongyi, et al.
Published: (2025)
by: Su, Yongyi, et al.
Published: (2025)
MEDVOC: Vocabulary Adaptation for Fine-tuning Pre-trained Language Models on Medical Text Summarization
by: Balde, Gunjan, et al.
Published: (2024)
by: Balde, Gunjan, et al.
Published: (2024)
On the Effect of Token Merging on Pre-trained Models for Code
by: Saad, Mootez, et al.
Published: (2025)
by: Saad, Mootez, et al.
Published: (2025)
Unlocking Textual and Visual Wisdom: Open-Vocabulary 3D Object Detection Enhanced by Comprehensive Guidance from Text and Image
by: Jiao, Pengkun, et al.
Published: (2024)
by: Jiao, Pengkun, et al.
Published: (2024)
Unifying Deep Predicate Invention with Pre-trained Foundation Models
by: Wang, Qianwei, et al.
Published: (2025)
by: Wang, Qianwei, et al.
Published: (2025)
Autoregressive Pre-Training on Pixels and Texts
by: Chai, Yekun, et al.
Published: (2024)
by: Chai, Yekun, et al.
Published: (2024)
Similar Items
-
VISTA: Enhancing Vision-Text Alignment in MLLMs via Cross-Modal Mutual Information Maximization
by: Li, Mingxiao, et al.
Published: (2025) -
Advancing General Multimodal Capability of Vision-language Models with Pyramid-descent Visual Position Encoding
by: Chen, Zhanpeng, et al.
Published: (2025) -
RLVMR: Reinforcement Learning with Verifiable Meta-Reasoning Rewards for Robust Long-Horizon Agents
by: Zhang, Zijing, et al.
Published: (2025) -
Time Matters: Enhancing Pre-trained News Recommendation Models with Robust User Dwell Time Injection
by: Jiang, Hao, et al.
Published: (2024) -
TS-LLaVA: Constructing Visual Tokens through Thumbnail-and-Sampling for Training-Free Video Large Language Models
by: Qu, Tingyu, et al.
Published: (2024)