Cover Image

UniE2F: A Unified Diffusion Framework for Event-to-Frame Reconstruction with Video Foundation Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xu, Gang, Zhu, Zhiyu, Hou, Junhui
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

Energy-oriented Diffusion Bridge for Image Restoration with Foundational Diffusion Models
by: Hou, Jinhui, et al.
Published: (2026)

Modeling State Shifting via Local-Global Distillation for Event-Frame Gaze Tracking
by: Li, Jiading, et al.
Published: (2024)

Scaling Dense Event-Stream Pretraining from Visual Foundation Models
by: Chen, Zhiwen, et al.
Published: (2026)

NVS-Solver: Video Diffusion Model as Zero-Shot Novel View Synthesizer
by: You, Meng, et al.
Published: (2024)

E-Motion: Future Motion Simulation via Event Sequence Diffusion
by: Wu, Song, et al.
Published: (2024)

EventDiff: A Unified and Efficient Diffusion Model Framework for Event-based Video Frame Interpolation
by: Zheng, Hanle, et al.
Published: (2025)

Spatial-Temporal Graph Enhanced DETR Towards Multi-Frame 3D Object Detection
by: Zhang, Yifan, et al.
Published: (2023)

Diffusion Image Generation with Explicit Modeling of Data Manifold Geometry
by: Xue, Duoduo, et al.
Published: (2026)

UniVid: The Open-Source Unified Video Model
by: Luo, Jiabin, et al.
Published: (2025)

UniVBench: Towards Unified Evaluation for Video Foundation Models
by: Wei, Jianhui, et al.
Published: (2026)

Acc3D: Accelerating Single Image to 3D Diffusion Models via Edge Consistency Guided Score Distillation
by: Liu, Kendong, et al.
Published: (2025)

Joint Geometry-Appearance Human Reconstruction in a Unified Latent Space via Bridge Diffusion
by: Tang, Yingzhi, et al.
Published: (2026)

UniPlane: Unified Plane Detection and Reconstruction from Posed Monocular Videos
by: Huang, Yuzhong, et al.
Published: (2024)

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

PrefPaint: Aligning Image Inpainting Diffusion Model with Human Preference
by: Liu, Kendong, et al.
Published: (2024)

Temporal Residual Guided Diffusion Framework for Event-Driven Video Reconstruction
by: Zhu, Lin, et al.
Published: (2024)

UniCP: A Unified Caching and Pruning Framework for Efficient Video Generation
by: Sun, Wenzhang, 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)

Fine-grained Image-to-LiDAR Contrastive Distillation with Visual Foundation Models
by: Zhang, Yifan, et al.
Published: (2024)

ResFlow: Fine-tuning Residual Optical Flow for Event-based High Temporal Resolution Motion Estimation
by: Zhou, Qianang, et al.
Published: (2024)

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

IE2Video: Adapting Pretrained Diffusion Models for Event-Based Video Reconstruction
by: Torbunov, Dmitrii, et al.
Published: (2025)

UniGeo: Taming Video Diffusion for Unified Consistent Geometry Estimation
by: Sun, Yang-Tian, et al.
Published: (2025)

UniMo: Unifying 2D Video and 3D Human Motion with an Autoregressive Framework
by: Pang, Youxin, et al.
Published: (2025)

Learning Efficient and Effective Trajectories for Differential Equation-based Image Restoration
by: Zhu, Zhiyu, et al.
Published: (2024)

E2VIDiff: Perceptual Events-to-Video Reconstruction using Diffusion Priors
by: Liang, Jinxiu, et al.
Published: (2024)

UniCtrl: Improving the Spatiotemporal Consistency of Text-to-Video Diffusion Models via Training-Free Unified Attention Control
by: Xia, Tian, et al.
Published: (2024)

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

VL-UniTrack: A Unified Framework with Visual-Language Prompts for UAV-Ground Visual Tracking
by: Xu, Boyue, et al.
Published: (2026)

UniSER: A Foundation Model for Unified Soft Effects Removal
by: Zhang, Jingdong, et al.
Published: (2025)

A Unified Framework for Event-based Frame Interpolation with Ad-hoc Deblurring in the Wild
by: Sun, Lei, et al.
Published: (2023)

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

Decoupling Dynamic Monocular Videos for Dynamic View Synthesis
by: You, Meng, et al.
Published: (2023)

Frame by Familiar Frame: Understanding Replication in Video Diffusion Models
by: Rahman, Aimon, et al.
Published: (2024)

EGVD: Event-Guided Video Diffusion Model for Physically Realistic Large-Motion Frame Interpolation
by: Zhang, Ziran, 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)

GLENet: Boosting 3D Object Detectors with Generative Label Uncertainty Estimation
by: Zhang, Yifan, et al.
Published: (2022)

Complementing Event Streams and RGB Frames for Hand Mesh Reconstruction
by: Jiang, Jianping, et al.
Published: (2024)

RigGS: Rigging of 3D Gaussians for Modeling Articulated Objects in Videos
by: Yao, Yuxin, et al.
Published: (2025)

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