EvoTok: A Unified Image Tokenizer via Residual Latent Evolution for Visual Understanding and Generation
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Yan, Liao, Ning, Zhao, Xiangyu, Zhang, Shaofeng, Wang, Xiaoxing, Yang, Yifan, Yan, Junchi, Yang, Xue |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
UniTok: A Unified Tokenizer for Visual Generation and Understanding
by: Ma, Chuofan, et al.
Published: (2025)
by: Ma, Chuofan, et al.
Published: (2025)
FineRMoE: Dimension Expansion for Finer-Grained Expert with Its Upcycling Approach
by: Liao, Ning, et al.
Published: (2026)
by: Liao, Ning, et al.
Published: (2026)
ResTok: Learning Hierarchical Residuals in 1D Visual Tokenizers for Autoregressive Image Generation
by: Zhang, Xu, et al.
Published: (2026)
by: Zhang, Xu, et al.
Published: (2026)
Learning Adaptive and Temporally Causal Video Tokenization in a 1D Latent Space
by: Li, Yan, et al.
Published: (2025)
by: Li, Yan, et al.
Published: (2025)
Repulsor: Accelerating Generative Modeling with a Contrastive Memory Bank
by: Zhang, Shaofeng, et al.
Published: (2025)
by: Zhang, Shaofeng, et al.
Published: (2025)
Exploiting Unlabeled Data with Multiple Expert Teachers for Open Vocabulary Aerial Object Detection and Its Orientation Adaptation
by: Li, Yan, et al.
Published: (2024)
by: Li, Yan, et al.
Published: (2024)
MergeTok: Unified Continuous and Discrete Visual Tokenization via Token Merging
by: Zhang, Luyuan, et al.
Published: (2026)
by: Zhang, Luyuan, et al.
Published: (2026)
NativeTok: Native Visual Tokenization for Improved Image Generation
by: Wu, Bin, et al.
Published: (2026)
by: Wu, Bin, et al.
Published: (2026)
WinTok: A Win-Win Hybrid Tokenizer via Decomposing Visual Understanding and Generation with Transferable Tokens
by: Guo, Yiwei, et al.
Published: (2026)
by: Guo, Yiwei, et al.
Published: (2026)
MacTok: Robust Continuous Tokenization for Image Generation
by: Zeng, Hengyu, et al.
Published: (2026)
by: Zeng, Hengyu, et al.
Published: (2026)
SemHiTok: A Unified Image Tokenizer via Semantic-Guided Hierarchical Codebook for Multimodal Understanding and Generation
by: Chen, Zisheng, et al.
Published: (2025)
by: Chen, Zisheng, et al.
Published: (2025)
PCP-MAE: Learning to Predict Centers for Point Masked Autoencoders
by: Zhang, Xiangdong, et al.
Published: (2024)
by: Zhang, Xiangdong, et al.
Published: (2024)
Towards More Diverse and Challenging Pre-training for Point Cloud Learning: Self-Supervised Cross Reconstruction with Decoupled Views
by: Zhang, Xiangdong, et al.
Published: (2025)
by: Zhang, Xiangdong, et al.
Published: (2025)
On the Evaluation and Refinement of Vision-Language Instruction Tuning Datasets
by: Liao, Ning, et al.
Published: (2023)
by: Liao, Ning, et al.
Published: (2023)
DriveTok: 3D Driving Scene Tokenization for Unified Multi-View Reconstruction and Understanding
by: Zhuo, Dong, et al.
Published: (2026)
by: Zhuo, Dong, et al.
Published: (2026)
TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation
by: Qu, Liao, et al.
Published: (2024)
by: Qu, Liao, et al.
Published: (2024)
DreamWorld: Unified World Modeling in Video Generation
by: Tan, Boming, et al.
Published: (2026)
by: Tan, Boming, et al.
Published: (2026)
TokBench: Evaluating Your Visual Tokenizer before Visual Generation
by: Wu, Junfeng, et al.
Published: (2025)
by: Wu, Junfeng, et al.
Published: (2025)
UniCTokens: Boosting Personalized Understanding and Generation via Unified Concept Tokens
by: An, Ruichuan, et al.
Published: (2025)
by: An, Ruichuan, et al.
Published: (2025)
GRADE: Benchmarking Discipline-Informed Reasoning in Image Editing
by: Liu, Mingxin, et al.
Published: (2026)
by: Liu, Mingxin, et al.
Published: (2026)
Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations
by: Han, Jiaming, et al.
Published: (2025)
by: Han, Jiaming, et al.
Published: (2025)
Unified Autoregressive Visual Generation and Understanding with Continuous Tokens
by: Fan, Lijie, et al.
Published: (2025)
by: Fan, Lijie, et al.
Published: (2025)
UniFlow: A Unified Pixel Flow Tokenizer for Visual Understanding and Generation
by: Yue, Zhengrong, et al.
Published: (2025)
by: Yue, Zhengrong, et al.
Published: (2025)
Boosting Order-Preserving and Transferability for Neural Architecture Search: a Joint Architecture Refined Search and Fine-tuning Approach
by: Zhang, Beichen, et al.
Published: (2024)
by: Zhang, Beichen, et al.
Published: (2024)
UniWeTok: An Unified Binary Tokenizer with Codebook Size $\mathit{2^{128}}$ for Unified Multimodal Large Language Model
by: Zhuang, Shaobin, et al.
Published: (2026)
by: Zhuang, Shaobin, et al.
Published: (2026)
Controlling the Latent Diffusion Model for Generative Image Shadow Removal via Residual Generation
by: Li, Xinjie, et al.
Published: (2024)
by: Li, Xinjie, et al.
Published: (2024)
HieraTok: Multi-Scale Visual Tokenizer Improves Image Reconstruction and Generation
by: Chen, Cong, et al.
Published: (2025)
by: Chen, Cong, et al.
Published: (2025)
GloTok: Global Perspective Tokenizer for Image Reconstruction and Generation
by: Zhao, Xuan, et al.
Published: (2025)
by: Zhao, Xuan, et al.
Published: (2025)
QLIP: Text-Aligned Visual Tokenization Unifies Auto-Regressive Multimodal Understanding and Generation
by: Zhao, Yue, et al.
Published: (2025)
by: Zhao, Yue, et al.
Published: (2025)
GigaTok: Scaling Visual Tokenizers to 3 Billion Parameters for Autoregressive Image Generation
by: Xiong, Tianwei, et al.
Published: (2025)
by: Xiong, Tianwei, et al.
Published: (2025)
CrossEarth-SAR: A SAR-Centric and Billion-Scale Geospatial Foundation Model for Domain Generalizable Semantic Segmentation
by: Ye, Ziqi, et al.
Published: (2026)
by: Ye, Ziqi, et al.
Published: (2026)
HYDRA: Unifying Multi-modal Generation and Understanding via Representation-Harmonized Tokenization
by: Qiu, Xuerui, et al.
Published: (2026)
by: Qiu, Xuerui, et al.
Published: (2026)
LatentOmni: Rethinking Omni-Modal Understanding via Unified Audio-Visual Latent Reasoning
by: Dai, Yifan, et al.
Published: (2026)
by: Dai, Yifan, et al.
Published: (2026)
VideoREPA: Learning Physics for Video Generation through Relational Alignment with Foundation Models
by: Zhang, Xiangdong, et al.
Published: (2025)
by: Zhang, Xiangdong, et al.
Published: (2025)
NTKMTL: Mitigating Task Imbalance in Multi-Task Learning from Neural Tangent Kernel Perspective
by: Qin, Xiaohan, et al.
Published: (2025)
by: Qin, Xiaohan, et al.
Published: (2025)
DynTok: Dynamic Compression of Visual Tokens for Efficient and Effective Video Understanding
by: Zhang, Hongzhi, et al.
Published: (2025)
by: Zhang, Hongzhi, 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)
DINO-Tok: Adapting DINO for Visual Tokenizers
by: Jia, Mingkai, et al.
Published: (2025)
by: Jia, Mingkai, et al.
Published: (2025)
UniToken: Harmonizing Multimodal Understanding and Generation through Unified Visual Encoding
by: Jiao, Yang, et al.
Published: (2025)
by: Jiao, Yang, et al.
Published: (2025)
Trust Your Critic: Robust Reward Modeling and Reinforcement Learning for Faithful Image Editing and Generation
by: Zhao, Xiangyu, et al.
Published: (2026)
by: Zhao, Xiangyu, et al.
Published: (2026)
Similar Items
-
UniTok: A Unified Tokenizer for Visual Generation and Understanding
by: Ma, Chuofan, et al.
Published: (2025) -
FineRMoE: Dimension Expansion for Finer-Grained Expert with Its Upcycling Approach
by: Liao, Ning, et al.
Published: (2026) -
ResTok: Learning Hierarchical Residuals in 1D Visual Tokenizers for Autoregressive Image Generation
by: Zhang, Xu, et al.
Published: (2026) -
Learning Adaptive and Temporally Causal Video Tokenization in a 1D Latent Space
by: Li, Yan, et al.
Published: (2025) -
Repulsor: Accelerating Generative Modeling with a Contrastive Memory Bank
by: Zhang, Shaofeng, et al.
Published: (2025)