Cover Image

TBAC-UniImage: Unified Understanding and Generation by Ladder-Side Diffusion Tuning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xu, Junzhe, Yin, Yuyang, Chen, Xi
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

LadderMoE: Ladder-Side Mixture of Experts Adapters for Bronze Inscription Recognition
by: Zhou, Rixin, et al.
Published: (2025)

UniX: Unifying Autoregression and Diffusion for Chest X-Ray Understanding and Generation
by: Zhang, Ruiheng, et al.
Published: (2026)

UniVG: A Generalist Diffusion Model for Unified Image Generation and Editing
by: Fu, Tsu-Jui, et al.
Published: (2025)

LSP-ST: Ladder Shape-Biased Side-Tuning for Robust Infrared Small Target Detection
by: Zhang, Guoyi, et al.
Published: (2025)

UniAlignment: Semantic Alignment for Unified Image Generation, Understanding, Manipulation and Perception
by: Song, Xinyang, et al.
Published: (2025)

UniVideo: Unified Understanding, Generation, and Editing for Videos
by: Wei, Cong, et al.
Published: (2025)

UniMesh: Unifying 3D Mesh Understanding and Generation
by: Huang, Peng, et al.
Published: (2026)

Ming-UniVision: Joint Image Understanding and Generation with a Unified Continuous Tokenizer
by: Huang, Ziyuan, et al.
Published: (2025)

UniCompress: Token Compression for Unified Vision-Language Understanding and Generation
by: Wang, Ziyao, et al.
Published: (2026)

LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model
by: AI, Inclusion, et al.
Published: (2026)

UniMC: Taming Diffusion Transformer for Unified Keypoint-Guided Multi-Class Image Generation
by: Guo, Qin, et al.
Published: (2025)

UniUGG: Unified 3D Understanding and Generation via Geometric-Semantic Encoding
by: Xu, Yueming, et al.
Published: (2025)

OpenUni: A Simple Baseline for Unified Multimodal Understanding and Generation
by: Wu, Size, et al.
Published: (2025)

UniUGP: Unifying Understanding, Generation, and Planing For End-to-end Autonomous Driving
by: Lu, Hao, et al.
Published: (2025)

UniCalli: A Unified Diffusion Framework for Column-Level Generation and Recognition of Chinese Calligraphy
by: Xu, Tianshuo, et al.
Published: (2025)

UniFlow: A Unified Pixel Flow Tokenizer for Visual Understanding and Generation
by: Yue, Zhengrong, et al.
Published: (2025)

UniCustom: Unified Visual Conditioning for Multi-Reference Image Generation
by: Xu, Yiyan, et al.
Published: (2026)

UniFork: Exploring Modality Alignment for Unified Multimodal Understanding and Generation
by: Li, Teng, et al.
Published: (2025)

Skywork UniPic: Unified Autoregressive Modeling for Visual Understanding and Generation
by: Wang, Peiyu, et al.
Published: (2025)

UniEmo: Unifying Emotional Understanding and Generation with Learnable Expert Queries
by: Zhu, Yijie, et al.
Published: (2025)

Uni-Edit: Intelligent Editing Is A General Task For Unified Model Tuning
by: Zheng, Dian, et al.
Published: (2026)

UniGen: Enhanced Training & Test-Time Strategies for Unified Multimodal Understanding and Generation
by: Tian, Rui, et al.
Published: (2025)

Uni-ViGU: Towards Unified Video Generation and Understanding via A Diffusion-Based Video Generator
by: Qin, Luozheng, et al.
Published: (2026)

UniEval: Unified Holistic Evaluation for Unified Multimodal Understanding and Generation
by: Li, Yi, et al.
Published: (2025)

UniCMs: A Unified Consistency Model For Efficient Multimodal Generation and Understanding
by: Xu, Chenkai, et al.
Published: (2025)

UniLiP: Adapting CLIP for Unified Multimodal Understanding, Generation and Editing
by: Tang, Hao, et al.
Published: (2025)

UniCTokens: Boosting Personalized Understanding and Generation via Unified Concept Tokens
by: An, Ruichuan, et al.
Published: (2025)

UniModel: A Visual-Only Framework for Unified Multimodal Understanding and Generation
by: Zhang, Chi, et al.
Published: (2025)

Uni-Renderer: Unifying Rendering and Inverse Rendering Via Dual Stream Diffusion
by: Chen, Zhifei, et al.
Published: (2024)

UniEdit-I: Training-free Image Editing for Unified VLM via Iterative Understanding, Editing and Verifying
by: Bai, Chengyu, et al.
Published: (2025)

UniCode$^2$: Cascaded Large-scale Codebooks for Unified Multimodal Understanding and Generation
by: Chen, Yanzhe, et al.
Published: (2025)

UniF$^2$ace: A Unified Fine-grained Face Understanding and Generation Model
by: Li, Junzhe, et al.
Published: (2025)

UniVidX: A Unified Multimodal Framework for Versatile Video Generation via Diffusion Priors
by: Chen, Houyuan, et al.
Published: (2026)

UniDream: Unifying Diffusion Priors for Relightable Text-to-3D Generation
by: Liu, Zexiang, et al.
Published: (2023)

UniAnimate: Taming Unified Video Diffusion Models for Consistent Human Image Animation
by: Wang, Xiang, et al.
Published: (2024)

UniToken: Harmonizing Multimodal Understanding and Generation through Unified Visual Encoding
by: Jiao, Yang, et al.
Published: (2025)

UniGenDet: A Unified Generative-Discriminative Framework for Co-Evolutionary Image Generation and Generated Image Detection
by: Zhang, Yanran, et al.
Published: (2026)

UniDrive-WM: Unified Understanding, Planning and Generation World Model For Autonomous Driving
by: Xiong, Zhexiao, et al.
Published: (2026)

UniStitch: Unifying Semantic and Geometric Features for Image Stitching
by: Mei, Yuan, et al.
Published: (2026)

UniPercept: Towards Unified Perceptual-Level Image Understanding across Aesthetics, Quality, Structure, and Texture
by: Cao, Shuo, et al.
Published: (2025)