Image de couverture de livre

UniVid: Unifying Vision Tasks with Pre-trained Video Generation Models

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Chen, Lan, Gu, Yuchao, Mao, Qi
Format:	Preprint
Publié:	2025
Sujets:	Computer Vision and Pattern Recognition
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

UniVid: The Open-Source Unified Video Model
par: Luo, Jiabin, et autres
Publié: (2025)

UniVid: Pyramid Diffusion Model for High Quality Video Generation
par: Xiao, Xinyu, et autres
Publié: (2026)

Uni-NaVid: A Video-based Vision-Language-Action Model for Unifying Embodied Navigation Tasks
par: Zhang, Jiazhao, et autres
Publié: (2024)

Edit Transfer: Learning Image Editing via Vision In-Context Relations
par: Chen, Lan, et autres
Publié: (2025)

UniVidX: A Unified Multimodal Framework for Versatile Video Generation via Diffusion Priors
par: Chen, Houyuan, et autres
Publié: (2026)

Tuning-Free Image Editing with Fidelity and Editability via Unified Latent Diffusion Model
par: Mao, Qi, et autres
Publié: (2025)

UniQA: Unified Vision-Language Pre-training for Image Quality and Aesthetic Assessment
par: Zhou, Hantao, et autres
Publié: (2024)

Long-Context Autoregressive Video Modeling with Next-Frame Prediction
par: Gu, Yuchao, et autres
Publié: (2025)

UniVideo: Unified Understanding, Generation, and Editing for Videos
par: Wei, Cong, et autres
Publié: (2025)

EditTransfer++: Toward Faithful and Efficient Visual-Prompt-Guided Image Editing
par: Chen, Lan, et autres
Publié: (2026)

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

MedUnifier: Unifying Vision-and-Language Pre-training on Medical Data with Vision Generation Task using Discrete Visual Representations
par: Zhang, Ziyang, et autres
Publié: (2025)

UniCompress: Token Compression for Unified Vision-Language Understanding and Generation
par: Wang, Ziyao, et autres
Publié: (2026)

StarVid: Enhancing Semantic Alignment in Video Diffusion Models via Spatial and SynTactic Guided Attention Refocusing
par: Li, Yuanhang, et autres
Publié: (2024)

UniRS: Unifying Multi-temporal Remote Sensing Tasks through Vision Language Models
par: Li, Yujie, et autres
Publié: (2024)

Uni-Edit: Intelligent Editing Is A General Task For Unified Model Tuning
par: Zheng, Dian, et autres
Publié: (2026)

UniVBench: Towards Unified Evaluation for Video Foundation Models
par: Wei, Jianhui, et autres
Publié: (2026)

HarmoVid: Relightful Video Portrait Harmonization
par: Choi, Jun Myeong, et autres
Publié: (2026)

OmniVid: A Generative Framework for Universal Video Understanding
par: Wang, Junke, et autres
Publié: (2024)

UniGeo: Taming Video Diffusion for Unified Consistent Geometry Estimation
par: Sun, Yang-Tian, et autres
Publié: (2025)

Continual Forgetting for Pre-trained Vision Models
par: Zhao, Hongbo, et autres
Publié: (2024)

UniAVGen: Unified Audio and Video Generation with Asymmetric Cross-Modal Interactions
par: Zhang, Guozhen, et autres
Publié: (2025)

VidCompress: Memory-Enhanced Temporal Compression for Video Understanding in Large Language Models
par: Lan, Xiaohan, et autres
Publié: (2024)

Revisiting Continual Semantic Segmentation with Pre-trained Vision Models
par: Zhang, Duzhen, et autres
Publié: (2025)

UniVerse-1: Unified Audio-Video Generation via Stitching of Experts
par: Wang, Duomin, et autres
Publié: (2025)

EvoVid: Temporal-Centric Self-Evolution for Video Large Language Models
par: Huang, Shiqi, et autres
Publié: (2026)

UniPre3D: Unified Pre-training of 3D Point Cloud Models with Cross-Modal Gaussian Splatting
par: Wang, Ziyi, et autres
Publié: (2025)

NaVid: Video-based VLM Plans the Next Step for Vision-and-Language Navigation
par: Zhang, Jiazhao, et autres
Publié: (2024)

Vid2Coach: Transforming How-To Videos into Task Assistants
par: Huh, Mina, et autres
Publié: (2025)

DynaVid: Learning to Generate Highly Dynamic Videos using Synthetic Motion Data
par: Jin, Wonjoon, et autres
Publié: (2026)

UniPaint: Unified Space-time Video Inpainting via Mixture-of-Experts
par: Wan, Zhen, et autres
Publié: (2024)

AutoTVG: A New Vision-language Pre-training Paradigm for Temporal Video Grounding
par: Zhang, Xing, et autres
Publié: (2024)

EmoVid: A Multimodal Emotion Video Dataset for Emotion-Centric Video Understanding and Generation
par: Qiu, Zongyang, et autres
Publié: (2025)

Uni-MuMER: Unified Multi-Task Fine-Tuning of Vision-Language Model for Handwritten Mathematical Expression Recognition
par: Li, Yu, et autres
Publié: (2025)

TTA-Vid: Generalized Test-Time Adaptation for Video Reasoning
par: Jahagirdar, Soumya Shamarao, et autres
Publié: (2026)

OpenHumanVid: A Large-Scale High-Quality Dataset for Enhancing Human-Centric Video Generation
par: Li, Hui, et autres
Publié: (2024)

LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model
par: AI, Inclusion, et autres
Publié: (2026)

Ming-UniVision: Joint Image Understanding and Generation with a Unified Continuous Tokenizer
par: Huang, Ziyuan, et autres
Publié: (2025)

Learning to Rank Pre-trained Vision-Language Models for Downstream Tasks
par: Ding, Yuhe, et autres
Publié: (2024)

UniScene: Multi-Camera Unified Pre-training via 3D Scene Reconstruction for Autonomous Driving
par: Min, Chen, et autres
Publié: (2023)