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20242026
most citedOminiControl2: Efficient Conditioning for Diffusion Transformers

1 citations · 3 across the 25 of their papers we have counts for

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7 papers · 1 filter

cs.LG2024

AdvAnchor: Enhancing Diffusion Model Unlearning with Adversarial Anchors

Mengnan Zhao, Lihe Zhang, Xingyi Yang +2

Security concerns surrounding text-to-image diffusion models have driven researchers to unlearn inappropriate concepts through fine-tuning. Recent fine-tuning methods typically ali…

cs.CV2024

Neural Metamorphosis

Xingyi Yang, Xinchao Wang

This paper introduces a new learning paradigm termed Neural Metamorphosis (NeuMeta), which aims to build self-morphable neural networks. Contrary to crafting separate models for di…

cs.CV2024

Vista3D: Unravel the 3D Darkside of a Single Image

Qiuhong Shen, Xingyi Yang, Michael Bi Mi +1

We embark on the age-old quest: unveiling the hidden dimensions of objects from mere glimpses of their visible parts. To address this, we present Vista3D, a framework that realizes…

cs.CV2024★ 1 cited

Focus on Neighbors and Know the Whole: Towards Consistent Dense Multiview Text-to-Image Generator for 3D Creation

Bonan Li, Zicheng Zhang, Xingyi Yang +1

Generating dense multiview images from text prompts is crucial for creating high-fidelity 3D assets. Nevertheless, existing methods struggle with space-view correspondences, result…

cs.CV2024

Video-Infinity: Distributed Long Video Generation

Zhenxiong Tan, Xingyi Yang, Songhua Liu +1

Diffusion models have recently achieved remarkable results for video generation. Despite the encouraging performances, the generated videos are typically constrained to a small num…

cs.CV2024

StyDeSty: Min-Max Stylization and Destylization for Single Domain Generalization

Songhua Liu, Xin Jin, Xingyi Yang +2

Single domain generalization (single DG) aims at learning a robust model generalizable to unseen domains from only one training domain, making it a highly ambitious and challenging…

cs.GR2024★ 1 cited

DragGaussian: Enabling Drag-style Manipulation on 3D Gaussian Representation

Sitian Shen, Jing Xu, Yuheng Yuan +3

User-friendly 3D object editing is a challenging task that has attracted significant attention recently. The limitations of direct 3D object editing without 2D prior knowledge have…