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Papers8

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All SourcesarXiv
#video editing

NOVA: Sparse Control, Dense Synthesis for Pair-Free Video Editing

Intermediate
Tianlin Pan, Jiayi Dai et al.Mar 3arXiv

NOVA is a new video editor that lets you change a few key frames (sparse control) while it carefully keeps the original motion and background details (dense synthesis).

#video editing#pair-free training#sparse control

SkyReels-V4: Multi-modal Video-Audio Generation, Inpainting and Editing model

Intermediate
Guibin Chen, Dixuan Lin et al.Feb 25arXiv

SkyReels-V4 is a single, unified model that makes videos and matching sounds together, while also letting you fix or change parts of a video.

#multimodal diffusion transformer#video-audio generation#inpainting

DreamID-Omni: Unified Framework for Controllable Human-Centric Audio-Video Generation

Intermediate
Xu Guo, Fulong Ye et al.Feb 12arXiv

DreamID-Omni is one model that can create, edit, and animate human-centered videos with matching voices, all in sync.

#audio-video generation#diffusion transformer#identity preservation

MoCha:End-to-End Video Character Replacement without Structural Guidance

Intermediate
Zhengbo Xu, Jie Ma et al.Jan 13arXiv

MoCha is a new AI that swaps a person in a video with a new character using only one mask on one frame and a few reference photos.

#video diffusion#character replacement#in-context learning

ProEdit: Inversion-based Editing From Prompts Done Right

Intermediate
Zhi Ouyang, Dian Zheng et al.Dec 26arXiv

ProEdit is a training-free, plug-and-play method that fixes a common problem in image and video editing: the model clings too hard to the original picture and refuses to change what you asked for.

#ProEdit#inversion-based editing#KV-mix

Kling-Omni Technical Report

Intermediate
Kling Team, Jialu Chen et al.Dec 18arXiv

Kling-Omni is a single, unified model that can understand text, images, and videos together and then make or edit high-quality videos from those mixed instructions.

#multimodal visual language#MVL#prompt enhancer

IC-Effect: Precise and Efficient Video Effects Editing via In-Context Learning

Intermediate
Yuanhang Li, Yiren Song et al.Dec 17arXiv

IC-Effect is a new way to add special effects to existing videos by following a text instruction while keeping everything else unchanged.

#video editing#visual effects#diffusion transformer

Unified Video Editing with Temporal Reasoner

Intermediate
Xiangpeng Yang, Ji Xie et al.Dec 8arXiv

VideoCoF is a new way to edit videos that first figures out WHERE to edit and then does the edit, like thinking before acting.

#video editing#diffusion transformer#chain-of-frames