Cover Image

UniVerse: A Unified Modulation Framework for Segmentation-Free,Disentangled Multi-Concept Personalization

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Phung, Quynh, Ghimire, Sandesh, Hu, Minsi, Tsai, Chung-Chi, Huang, Jia-Bin
Format:	Preprint
Published:	2026
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

UniVerse-1: Unified Audio-Video Generation via Stitching of Experts
by: Wang, Duomin, et al.
Published: (2025)

UniVerse: Unleashing the Scene Prior of Video Diffusion Models for Robust Radiance Field Reconstruction
by: Cao, Jin, et al.
Published: (2025)

CineVerse: Consistent Keyframe Synthesis for Cinematic Scene Composition
by: Phung, Quynh, et al.
Published: (2025)

Coherent Zero-Shot Visual Instruction Generation
by: Phung, Quynh, et al.
Published: (2024)

TokenVerse: Versatile Multi-concept Personalization in Token Modulation Space
by: Garibi, Daniel, et al.
Published: (2025)

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

UniPortrait: A Unified Framework for Identity-Preserving Single- and Multi-Human Image Personalization
by: He, Junjie, et al.
Published: (2024)

TRACE: Object Motion Editing in Videos with First-Frame Trajectory Guidance
by: Phung, Quynh, et al.
Published: (2026)

UniEdit: A Unified Tuning-Free Framework for Video Motion and Appearance Editing
by: Bai, Jianhong, et al.
Published: (2024)

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

UniHead: Unifying Multi-Perception for Detection Heads
by: Zhou, Hantao, et al.
Published: (2023)

UniCombine: Unified Multi-Conditional Combination with Diffusion Transformer
by: Wang, Haoxuan, et al.
Published: (2025)

Uni-MMMU: A Massive Multi-discipline Multimodal Unified Benchmark
by: Zou, Kai, et al.
Published: (2025)

ConceptSplit: Decoupled Multi-Concept Personalization of Diffusion Models via Token-wise Adaptation and Attention Disentanglement
by: Lim, Habin, et al.
Published: (2025)

UniADC: A Unified Framework for Anomaly Detection and Classification
by: Zhang, Ximiao, et al.
Published: (2025)

MotionVerse: A Unified Multimodal Framework for Motion Comprehension, Generation and Editing
by: Hou, Ruibing, et al.
Published: (2025)

UniShield: An Adaptive Multi-Agent Framework for Unified Forgery Image Detection and Localization
by: Huang, Qing, et al.
Published: (2025)

UniDA3D: A Unified Domain-Adaptive Framework for Multi-View 3D Object Detection
by: Wu, Hongjing, et al.
Published: (2026)

ConceptPrism: Concept Disentanglement in Personalized Diffusion Models via Residual Token Optimization
by: Kim, Minseo, et al.
Published: (2026)

Spider: A Unified Framework for Context-dependent Concept Segmentation
by: Zhao, Xiaoqi, et al.
Published: (2024)

FlipConcept: Tuning-Free Multi-Concept Personalization for Text-to-Image Generation
by: Woo, Young Beom, et al.
Published: (2025)

UniRecGen: Unifying Multi-View 3D Reconstruction and Generation
by: Huang, Zhisheng, et al.
Published: (2026)

Solving Masked Jigsaw Puzzles with Diffusion Vision Transformers
by: Liu, Jinyang, et al.
Published: (2024)

UniSOT: A Unified Framework for Multi-Modality Single Object Tracking
by: Ma, Yinchao, et al.
Published: (2025)

UniHDA: A Unified and Versatile Framework for Multi-Modal Hybrid Domain Adaptation
by: Li, Hengjia, et al.
Published: (2024)

UniMMVSR: A Unified Multi-Modal Framework for Cascaded Video Super-Resolution
by: Du, Shian, et al.
Published: (2025)

UniVS: Unified and Universal Video Segmentation with Prompts as Queries
by: Li, Minghan, et al.
Published: (2024)

DiCo: Disentangled Concept Representation for Text-to-image Person Re-identification
by: Kim, Giyeol, et al.
Published: (2026)

Multiverse Through Deepfakes: The MultiFakeVerse Dataset of Person-Centric Visual and Conceptual Manipulations
by: Gupta, Parul, et al.
Published: (2025)

Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation
by: Park, Sunghyun, et al.
Published: (2025)

UniGlyph: Unified Segmentation-Conditioned Diffusion for Precise Visual Text Synthesis
by: Wang, Yuanrui, et al.
Published: (2025)

UniGeoSeg: Towards Unified Open-World Segmentation for Geospatial Scenes
by: Ni, Shuo, et al.
Published: (2025)

UniSegDiff: Boosting Unified Lesion Segmentation via a Staged Diffusion Model
by: Hu, Yilong, et al.
Published: (2025)

UniNote: A Unified Embedding Model for Multimodal Representation and Ranking
by: Zhao, Jinghan, et al.
Published: (2026)

EditVerse: Unifying Image and Video Editing and Generation with In-Context Learning
by: Ju, Xuan, et al.
Published: (2025)

UniTransfer: Video Concept Transfer via Progressive Spatial and Timestep Decomposition
by: Lei, Guojun, et al.
Published: (2025)

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

Towards Automating the Retrospective Generation of BIM Models: A Unified Framework for 3D Semantic Reconstruction of the Built Environment
by: Cheung, Ka Lung, et al.
Published: (2024)

Uni$^2$Det: Unified and Universal Framework for Prompt-Guided Multi-dataset 3D Detection
by: Wang, Yubin, et al.
Published: (2024)

MMTL-UniAD: A Unified Framework for Multimodal and Multi-Task Learning in Assistive Driving Perception
by: Liu, Wenzhuo, et al.
Published: (2025)